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@inproceedings{DBLP:conf/dsaa/AbdallahHTBH23,
author = {Raed Abdallah and
Hassan Harb and
Yehia Taher and
Salima Benbernou and
Rafiqul Haque},
title = {{CRIMEO:} Criminal Behavioral Patterns Mining and Extraction from
Video Contents},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--8},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302629},
doi = {10.1109/DSAA60987.2023.10302629},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/AbdallahHTBH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/AgrawalSJLDPU23,
author = {Ameeta Agrawal and
Lisa Singh and
Elizabeth Jacobs and
Yaguang Liu and
Gwyneth Dunlevy and
Rhitabrat Pokharel and
Varun Uppala},
title = {All Translation Tools Are Not Equal: Investigating the Quality of
Language Translation for Forced Migration},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--10},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302481},
doi = {10.1109/DSAA60987.2023.10302481},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/AgrawalSJLDPU23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/AhmedS23,
author = {Nourhan Ahmed and
Lars Schmidt{-}Thieme},
title = {Sparse Self-Attention Guided Generative Adversarial Networks for Time-Series
Generation},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--2},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302513},
doi = {10.1109/DSAA60987.2023.10302513},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/AhmedS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/AkhrasEHSJ23,
author = {Raphaelle Akhras and
Wassim El{-}Hajj and
Hazem M. Hajj and
Khaled B. Shaban and
Rabih Jaber},
title = {{ECC:} Enhancing Smart Grid Communication with Ethereum Blockchain,
Asymmetric Cryptography, and Cloud Services},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--10},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302581},
doi = {10.1109/DSAA60987.2023.10302581},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/AkhrasEHSJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/AkrivousisMMT23,
author = {Dimitrios Akrivousis and
Nikolaos Mylonas and
Ioannis Mollas and
Grigorios Tsoumakas},
title = {Text classification is keyphrase explainable! Exploring local interpretability
of transformer models with keyphrase extraction},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--9},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302566},
doi = {10.1109/DSAA60987.2023.10302566},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/AkrivousisMMT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/AlEssaAAM23,
author = {Malik Al{-}Essa and
Giuseppina Andresini and
Annalisa Appice and
Donato Malerba},
title = {{PANACEA:} {A} Neural Model Ensemble for Cyber-Threat Detection},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--2},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302518},
doi = {10.1109/DSAA60987.2023.10302518},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/AlEssaAAM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/AlmeidaPMGG23,
author = {Carolina Stephanie Jer{\^{o}}nimo de Almeida and
Zenilton K. G. do Patroc{\'{\i}}nio and
Simon Malinowski and
Silvio Jamil Ferzoli Guimar{\~{a}}es and
Guillaume Gravier},
title = {A Novel Method for Temporal Graph Classification based on Transitive
Reduction},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--10},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302525},
doi = {10.1109/DSAA60987.2023.10302525},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/AlmeidaPMGG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/AlqadhiASM23,
author = {Mohamed Alqadhi and
Ali Alkinoon and
Saeed Salem and
David Mohaisen},
title = {Understanding the Country-Level Security of Free Content Websites
and their Hosting Infrastructure},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--10},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302611},
doi = {10.1109/DSAA60987.2023.10302611},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/AlqadhiASM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/AlqubaisiPDD23,
author = {Saeed Alqubaisi and
Deepak Puthal and
Joy Dutta and
Ernesto Damiani},
title = {Privacy-aware Adaptive Collaborative Learning Approach for Distributed
Edge Networks},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--10},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302577},
doi = {10.1109/DSAA60987.2023.10302577},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/AlqubaisiPDD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ArvanitakisZNH23,
author = {George Arvanitakis and
Jingwei Zuo and
Mthandazo Ndhlovu and
Hakim Hacid},
title = {Practical Insights on Incremental Learning of New Human Physical Activity
on the Edge},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--4},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302601},
doi = {10.1109/DSAA60987.2023.10302601},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/ArvanitakisZNH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/AzevedoRP23,
author = {Beatriz Flamia Azevedo and
Ana Maria A. C. Rocha and
Ana I. Pereira},
title = {Hybrid Approaches to Optimization and Machine Learning Methods},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--2},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302494},
doi = {10.1109/DSAA60987.2023.10302494},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/AzevedoRP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/BalestraLM23,
author = {Chiara Balestra and
Bin Li and
Emmanuel M{\"{u}}ller},
title = {slidSHAPs - sliding Shapley Values for correlation-based change detection
in time series},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--10},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302636},
doi = {10.1109/DSAA60987.2023.10302636},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/BalestraLM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/BasterrechKPW23,
author = {Sebasti{\'{a}}n Basterrech and
Andrzej Kasprzak and
Jan Platos and
Michal Wozniak},
title = {A Continual Learning System with Self Domain Shift Adaptation for
Fake News Detection},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--10},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302539},
doi = {10.1109/DSAA60987.2023.10302539},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/BasterrechKPW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/BenamaraV23,
author = {Issam Benamara and
Emmanuel Viennet},
title = {Contextual Advertising Strategy Generation via Attention and Interaction
Guidance},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--10},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302533},
doi = {10.1109/DSAA60987.2023.10302533},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/BenamaraV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/BojkoCK23,
author = {Dominik Bojko and
Jacek Cichon and
Miroslaw Kutylowski},
title = {Sliding Window Sampling over Data Stream - a Solution Based on Devil's
Staircases},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--9},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302599},
doi = {10.1109/DSAA60987.2023.10302599},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/BojkoCK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/CaiWJ23,
author = {Chiyu Cai and
Wei Wang and
Yuan Jiang},
title = {Adaptive Clustered Federated Learning with Representation Similarity},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--8},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302605},
doi = {10.1109/DSAA60987.2023.10302605},
timestamp = {Tue, 12 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/CaiWJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/CalvoEEAOG23,
author = {Albert Calvo and
Santiago Escuder and
Josep Escrig and
Marta Arias and
Nil Ortiz and
Jordi Guijarro},
title = {A Data-driven Approach for Risk Exposure Analysis in Enterprise Security},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--9},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302480},
doi = {10.1109/DSAA60987.2023.10302480},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/CalvoEEAOG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ChenGHZY23,
author = {Zefeng Chen and
Wensheng Gan and
Gengsen Huang and
Yanxin Zheng and
Philip S. Yu},
title = {Towards Contiguous Sequences in Uncertain Data},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--10},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302526},
doi = {10.1109/DSAA60987.2023.10302526},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/ChenGHZY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ChenMH23,
author = {Pei{-}Chang Chen and
Hao{-}Shang Ma and
Jen{-}Wei Huang},
title = {Natural Language Inference by Integrating Deep and Shallow Representations
with Knowledge Distillation},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--10},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302536},
doi = {10.1109/DSAA60987.2023.10302536},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/ChenMH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ChengZJKC23,
author = {Xiyao Cheng and
Yuanxun Zhang and
Harsh Joshi and
Mayank Kejriwal and
Prasad Calyam},
title = {Knowledge Graph-based Embedding for Connecting Scholars in Academic
Social Networks},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--10},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302507},
doi = {10.1109/DSAA60987.2023.10302507},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/ChengZJKC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ChennuMPPBMG23,
author = {Srivas Chennu and
Andrew Maher and
Christian Pangerl and
Subash Prabanantham and
Jae Hyeon Bae and
Jamie Martin and
Bud Goswami},
title = {Rapid and Scalable Bayesian {AB} Testing},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--10},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302590},
doi = {10.1109/DSAA60987.2023.10302590},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/ChennuMPPBMG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ChongZWL23,
author = {Zhen Yuen Chong and
Yaping Zhao and
Zhongrui Wang and
Edmund Y. Lam},
title = {Solving Inverse Problems in Compressive Imaging with Score-Based Generative
Models},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--10},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302579},
doi = {10.1109/DSAA60987.2023.10302579},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/ChongZWL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/DamaSL23,
author = {Fatoumata Dama and
Christine Sinoquet and
Corinne Lejus{-}Bourdeau},
title = {A Framework for Context-Sensitive Prediction in Time Series - Feasibility
Study for Data-Driven Simulation in Medicine},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--12},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302540},
doi = {10.1109/DSAA60987.2023.10302540},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/DamaSL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/DengZLWY23,
author = {Youxingzhu Deng and
Yipeng Zhou and
Gang Liu and
Jessie Hui Wang and
Shui Yu},
title = {Enhancing Federated Learning by One-Shot Transferring of Intermediate
Features from Clients},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--11},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302567},
doi = {10.1109/DSAA60987.2023.10302567},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/DengZLWY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/DinaniC23,
author = {Soudabeh Taghian Dinani and
Doina Caragea},
title = {Disaster Image Classification Using Pre-trained Transformer and Contrastive
Learning Models},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--11},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302517},
doi = {10.1109/DSAA60987.2023.10302517},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/DinaniC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/DjenouriB23,
author = {Youcef Djenouri and
Ahmed Nabil Belbachir},
title = {Empowering Urban Connectivity in Smart Cities using Federated Intrusion
Detection},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--9},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302528},
doi = {10.1109/DSAA60987.2023.10302528},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/DjenouriB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/Dudek23,
author = {Grzegorz Dudek},
title = {Combining Forecasts using Meta-Learning: {A} Comparative Study for
Complex Seasonality},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--10},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302585},
doi = {10.1109/DSAA60987.2023.10302585},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/Dudek23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/DwivediDAP23,
author = {Ashutosh Dhar Dwivedi and
Subhayu Dutta and
Subhrangshu Adhikary and
Jens Myrup Pedersen},
title = {Price Prediction of Digital Currencies using Machine Learning},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--9},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302532},
doi = {10.1109/DSAA60987.2023.10302532},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/DwivediDAP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/FaisalLMW23,
author = {Fahim Faisal and
Carson K. Leung and
Noman Mohammed and
Yang Wang},
title = {Privacy-Preserving Learning via Data and Knowledge Distillation},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--10},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302547},
doi = {10.1109/DSAA60987.2023.10302547},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/FaisalLMW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/FalcettaPCSR23,
author = {Alessandro Falcetta and
Massimo Pavan and
Stefano Canali and
Viola Schiaffonati and
Manuel Roveri},
title = {To Personalize or Not To Personalize? Soft Personalization and the
Ethics of {ML} for Health},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--10},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302472},
doi = {10.1109/DSAA60987.2023.10302472},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/FalcettaPCSR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/FanaeeT23,
author = {Hadi Fanaee{-}T},
title = {1NN-DTW {ARIMA} {LSTM:} {A} new ensemble for forecasting multi-domain/multi-context
time series},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--10},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302624},
doi = {10.1109/DSAA60987.2023.10302624},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/FanaeeT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/FarokhiYHKQK23,
author = {Soheila Farokhi and
Aswani Yaramala and
Jiangtao Huang and
Muhammad Fawad Akbar Khan and
Xiaojun Qi and
Hamid Karimi},
title = {Enhancing the Performance of Automated Grade Prediction in {MOOC}
using Graph Representation Learning},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--10},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302642},
doi = {10.1109/DSAA60987.2023.10302642},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/FarokhiYHKQK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/FilusD23,
author = {Katarzyna Filus and
Joanna Domanska},
title = {Recycling of generic ImageNet-trained models for smart-city applications},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--10},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302563},
doi = {10.1109/DSAA60987.2023.10302563},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/FilusD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/FischerPWKG23,
author = {Raphael Fischer and
Andreas Pauly and
Rahel Wilking and
Anoop Kini and
David Graurock},
title = {Prioritization of Identified Data Science Use Cases in Industrial
Manufacturing via {C-EDIF} Scoring},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--4},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302632},
doi = {10.1109/DSAA60987.2023.10302632},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/FischerPWKG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/FlakSCFCD23,
author = {Jaroslaw Flak and
Tomasz Skowron and
Rafal Cupek and
Marcin Fojcik and
Dariusz Caban and
Adam Domanski},
title = {ZigBee Network for {AGV} Communication in Industrial Environments},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--9},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302633},
doi = {10.1109/DSAA60987.2023.10302633},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/FlakSCFCD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/GaldemanZG23,
author = {Alessia Galdeman and
Matteo Zignani and
Sabrina Gaito},
title = {Unfolding temporal networks through statistically significant graph
evolution rules},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--10},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302496},
doi = {10.1109/DSAA60987.2023.10302496},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/GaldemanZG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/GiampaoliCMO23,
author = {Daniele Giampaoli and
Francesca Cipollini and
Denise Maffione and
Luca Oneto},
title = {Short-term Forecast and Long-term Simulation for Accurate Energy Consumption
Prediction},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--4},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302586},
doi = {10.1109/DSAA60987.2023.10302586},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/GiampaoliCMO23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/GiannoulidisM23,
author = {Apostolos Giannoulidis and
Ioannis Mavroudopoulos},
title = {Enhanced Edge Prediction, a case study: predicting links in Wikipedia
sites},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--4},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302537},
doi = {10.1109/DSAA60987.2023.10302537},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/GiannoulidisM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/GuidettiDFBBFSBMM23,
author = {Veronica Guidetti and
Giovanni Dolci and
Erica Franceschini and
Erica Bacca and
Giulia Jole Burastero and
Davide Ferrari and
Valentina Serra and
Fabrizio Di Benedetto and
Cristina Mussini and
Federica Mandreoli},
title = {Death After Liver Transplantation: Mining Interpretable Risk Factors
for Survival Prediction},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--10},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302622},
doi = {10.1109/DSAA60987.2023.10302622},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/GuidettiDFBBFSBMM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/GuptaGVG23,
author = {Yash Gupta and
Navneet Goyal and
Vishal John Varghese and
Poonam Goyal},
title = {Utilizing {MODIS} Fire Mask for Predicting Forest Fires Using Landsat-9/8
and Meteorological Data},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--10},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302582},
doi = {10.1109/DSAA60987.2023.10302582},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/GuptaGVG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/HajjAADMG23,
author = {Suzan Hajj and
Joseph Azar and
Jacques Bou Abdo and
Jacques Demerjian and
Abdallah Makhoul and
Dominique Ginhac},
title = {Cross-layer Federated Heterogeneous Ensemble Learning for Lightweight
IoT Intrusion Detection System},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--10},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302497},
doi = {10.1109/DSAA60987.2023.10302497},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/HajjAADMG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/HanWLCHC23,
author = {Yadi Han and
Shanshan Wang and
Yiwen Li and
Xueyang Cao and
Limei Huang and
Zhenxiang Chen},
title = {Measurement of Illegal Android Gambling App Ecosystem From Joint Promotion
Perspective},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--11},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302499},
doi = {10.1109/DSAA60987.2023.10302499},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/HanWLCHC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/HomYM23,
author = {Cynthia Hom and
William Yik and
George D. Monta{\~{n}}ez},
title = {Finite-Sample Bounds for Two-Distribution Hypothesis Tests},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--11},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302643},
doi = {10.1109/DSAA60987.2023.10302643},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/HomYM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/HoogenHBA23,
author = {Jurgen van den Hoogen and
Dan Hudson and
Stefan Bloemheuvel and
Martin Atzmueller},
title = {Hyperparameter Analysis of Wide-Kernel {CNN} Architectures in Industrial
Fault Detection - An Exploratory Study},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--2},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302625},
doi = {10.1109/DSAA60987.2023.10302625},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/HoogenHBA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/HuGHCL23,
author = {Kaixia Hu and
Wensheng Gan and
Gengsen Huang and
Guoting Chen and
Jerry Chun{-}Wei Lin},
title = {Incremental Targeted Mining in Sequences},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--10},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302500},
doi = {10.1109/DSAA60987.2023.10302500},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/HuGHCL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/HuHZPMD23,
author = {Junyao Hu and
Yimin He and
Weiyu Zhang and
Shuchao Pang and
Ruhao Ma and
Anan Du},
title = {A Multimodal Adversarial Database: Towards {A} Comprehensive Assessment
of Adversarial Attacks and Defenses on Medical Images},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--10},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302594},
doi = {10.1109/DSAA60987.2023.10302594},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/HuHZPMD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/Idan23,
author = {Lihi Idan},
title = {Organizational Resource Scheduling using Deep Reinforcement Learning},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--10},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302505},
doi = {10.1109/DSAA60987.2023.10302505},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/Idan23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/IngDJRS23,
author = {David Ing and
Fabien Delorme and
Sa{\"{\i}}d Jabbour and
Nelly Robin and
Lakhdar Sais},
title = {Classification with Explanation for Human Trafficking Networks},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--10},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302606},
doi = {10.1109/DSAA60987.2023.10302606},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/IngDJRS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/IsmailFawazDBWF23,
author = {Ali Ismail{-}Fawaz and
Maxime Devanne and
Stefano Berretti and
Jonathan Weber and
Germain Forestier},
title = {{LITE:} Light Inception with boosTing tEchniques for Time Series Classification},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--10},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302569},
doi = {10.1109/DSAA60987.2023.10302569},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/IsmailFawazDBWF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/Jamnal23,
author = {Gopal Singh Jamnal},
title = {Instils Trust in Random Forest Predictions},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--9},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302640},
doi = {10.1109/DSAA60987.2023.10302640},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/Jamnal23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/KailFMZP23,
author = {Roman Kail and
Kirill Fedyanin and
Nikita Muravev and
Alexey Zaytsev and
Maxim Panov},
title = {ScaleFace: Uncertainty-aware Deep Metric Learning},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--10},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302546},
doi = {10.1109/DSAA60987.2023.10302546},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/KailFMZP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/KansalM23,
author = {Aditya Kansal and
Rishabh Mehta},
title = {Predict Link Between Nodes Using An Ensemble Modelling Combining Depth
Search Algorithm And Textual Similarity Score},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--2},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302641},
doi = {10.1109/DSAA60987.2023.10302641},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/KansalM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/KaragianniPYV23,
author = {Christina Karagianni and
Eva Paraschou and
Sofia Yfantidou and
Athena Vakali},
title = {{MINDSET:} {A} benchMarking suIte exploring seNsing Data for SElf
sTates inference},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--10},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302638},
doi = {10.1109/DSAA60987.2023.10302638},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/KaragianniPYV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/KarakikesATSSK23,
author = {Alexandros Karakikes and
Panagiotis Alexiadis and
Theocharis Theocharopoulos and
Nikolaos Skoulidas and
Dimitrios Spiliotopoulos and
Konstantinos Kotis},
title = {Towards Handling Bias in Intelligence Analysis with Twitter},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--10},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302618},
doi = {10.1109/DSAA60987.2023.10302618},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/KarakikesATSSK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/KarimSGDCBBD23,
author = {Md. Rezaul Karim and
Md Shajalal and
Alexander Gra{\ss} and
Till D{\"{o}}hmen and
Sisay Adugna Chala and
Alexander Boden and
Christian Beecks and
Stefan Decker},
title = {Interpreting Black-box Machine Learning Models for High Dimensional
Datasets},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--10},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302562},
doi = {10.1109/DSAA60987.2023.10302562},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/KarimSGDCBBD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/KaurGG23,
author = {Arshveer Kaur and
Poonam Goyal and
Navneet Goyal},
title = {LSFuseNet: Dual-Fusion of Landsat-8 and Sentinel-2 Multispectral Time
Series for Permutation Invariant Applications},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--10},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302483},
doi = {10.1109/DSAA60987.2023.10302483},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/KaurGG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/KhanM23,
author = {Arijit Khan and
Ehsan Bonabi Mobaraki},
title = {Interpretability Methods for Graph Neural Networks},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--4},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302600},
doi = {10.1109/DSAA60987.2023.10302600},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/KhanM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/KoptelovHCRRT23,
author = {Maksim Koptelov and
Margaux Holveck and
Bruno Cr{\'{e}}milleux and
Justine Reynaud and
Mathieu Roche and
Maguelonne Teisseire},
title = {Towards a (Semi-)Automatic Urban Planning Rule Identification in the
French Language},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--10},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302561},
doi = {10.1109/DSAA60987.2023.10302561},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/KoptelovHCRRT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/KozikMCPPC23,
author = {Rafal Kozik and
Wojciech Mazurczyk and
Krzysztof Cabaj and
Aleksandra Pawlicka and
Marek Pawlicki and
Michal Choras},
title = {Combating Disinformation with Holistic Architecture, Neuro-symbolic
{AI} and {NLU} Models},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--9},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302543},
doi = {10.1109/DSAA60987.2023.10302543},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/KozikMCPPC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/KozikPPC23,
author = {Rafal Kozik and
Aleksandra Pawlicka and
Marek Pawlicki and
Michal Choras},
title = {Model Stitching Algorithm for Fake News Detection Problem},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--7},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302574},
doi = {10.1109/DSAA60987.2023.10302574},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/KozikPPC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/KuratomiLMLP23,
author = {Alejandro Kuratomi and
Zed Lee and
Ioanna Miliou and
Tony Lindgren and
Panagiotis Papapetrou},
title = {{ORANGE:} Opposite-label soRting for tANGent Explanations in heterogeneous
spaces},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--10},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302474},
doi = {10.1109/DSAA60987.2023.10302474},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/KuratomiLMLP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/KuttSN23,
author = {Krzysztof Kutt and
Lukasz Sciga and
Grzegorz J. Nalepa},
title = {Emotion-based Dynamic Difficulty Adjustment in Video Games},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--5},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302578},
doi = {10.1109/DSAA60987.2023.10302578},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/KuttSN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/LakhaDSS23,
author = {Bishal Lakha and
Jason Duran and
Edoardo Serra and
Francesca Spezzano},
title = {Prediction of Future Nation-initiated Cyberattacks from News-based
Political Event Graph},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--8},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302510},
doi = {10.1109/DSAA60987.2023.10302510},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/LakhaDSS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/LiPCN23,
author = {Jiaxi Li and
Guansong Pang and
Ling Chen and
Mohammad{-}Reza Namazi{-}Rad},
title = {{HRGCN:} Heterogeneous Graph-level Anomaly Detection with Hierarchical
Relation-augmented Graph Neural Networks},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--10},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302626},
doi = {10.1109/DSAA60987.2023.10302626},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/LiPCN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/LiXKBWCY23,
author = {Yuchen Li and
Haoyi Xiong and
Linghe Kong and
Jiang Bian and
Shuaiqiang Wang and
Guihai Chen and
Dawei Yin},
title = {GS\({}^{\mbox{2}}\)P: {A} Generative Pre-trained Learning to Rank
Model with Over-parameterization for Web-Scale Search},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--2},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302487},
doi = {10.1109/DSAA60987.2023.10302487},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/LiXKBWCY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/LiangDY23,
author = {Wei Liang and
Derui Ding and
Hui Yu},
title = {PAF-Tracker: {A} Novel Pre-Frame Auxiliary and Fusion Visual Tracker},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--2},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302630},
doi = {10.1109/DSAA60987.2023.10302630},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/LiangDY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/Lin23,
author = {Yang Lin},
title = {AMLNet: Adversarial Mutual Learning Neural Network for Non-AutoRegressive
Multi-Horizon Time Series Forecasting},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--10},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302580},
doi = {10.1109/DSAA60987.2023.10302580},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/Lin23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/LiuDLL23,
author = {Yaoze Liu and
Junwei Du and
Haojie Li and
Guanfeng Liu},
title = {Graph Disentangled Collaborative Filtering based on Multi-order Similarity
Constraint},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--10},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302614},
doi = {10.1109/DSAA60987.2023.10302614},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/LiuDLL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/LuoLCDBZL23,
author = {Yun Luo and
Liangfu Lu and
Xudong Cui and
Yan Du and
Yingying Bi and
Limin Zhu and
Christy Jie Liang},
title = {Novel few-shot learning based fuzzy feature detection algorithms},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--9},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302508},
doi = {10.1109/DSAA60987.2023.10302508},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/LuoLCDBZL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/MaiLHP23,
author = {Jiaxing Jason Mai and
Carson K. Leung and
Connor C. J. Hryhoruk and
Adam G. M. Pazdor},
title = {Enhanced Mining of High Utility Patterns from Streams of Dynamic Profit},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--10},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302550},
doi = {10.1109/DSAA60987.2023.10302550},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/MaiLHP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/MalysiakMrozekBSKM23,
author = {Bozena Malysiak{-}Mrozek and
Mario Bas and
Vaidy S. Sunderam and
Stanislaw Kozielski and
Dariusz Mrozek},
title = {Predicting Conflict Zones on Terrestrial Routes of Automated Guided
Vehicles with Fuzzy Querying on Apache Kafka},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--8},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302592},
doi = {10.1109/DSAA60987.2023.10302592},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/MalysiakMrozekBSKM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ManringHMBWW23,
author = {Isaac Manring and
James H. Hill and
George O. Mohler and
P. Jeffrey Brantingham and
Thomas Williams and
Bruce White},
title = {Low-Cost Gunshot Detection System with Localization for Community
Based Violence Interruption},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--7},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302469},
doi = {10.1109/DSAA60987.2023.10302469},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/ManringHMBWW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/MataA23,
author = {Jo{\~{a}}o Victor Galv{\~{a}}o da Mata and
Martin S. Andersen},
title = {AdaSub: Stochastic Optimization Using Second-Order Information in
Low-Dimensional Subspaces},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--7},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302473},
doi = {10.1109/DSAA60987.2023.10302473},
timestamp = {Sun, 17 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/MataA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/MataA23a,
author = {Jo{\~{a}}o Victor Galv{\~{a}}o da Mata and
Martin S. Andersen},
title = {Link Prediction on Graphs Using {NLP} Embedding},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--3},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302631},
doi = {10.1109/DSAA60987.2023.10302631},
timestamp = {Sun, 17 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/MataA23a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/MekalaES23,
author = {Mahammad Shareef Mekala and
Eyad Elyan and
Gautam Srivastava},
title = {Object-aware Multi-criteria Decision-Making Approach using the Heuristic
data-driven Theory for Intelligent Transportation Systems},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--8},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302554},
doi = {10.1109/DSAA60987.2023.10302554},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/MekalaES23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/MengHZW23,
author = {Xiangfu Meng and
Hongjin Huo and
Xiaoyan Zhang and
Wanchun Wang},
title = {Lightweight Graph Convolutional Collaborative Filtering Recommendation
Approach Incorporating Social Relationships},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--9},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302635},
doi = {10.1109/DSAA60987.2023.10302635},
timestamp = {Wed, 10 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/MengHZW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/MiklautzSLTSWRBP23,
author = {Lukas Miklautz and
Andrii Shkabrii and
Collin Leiber and
Bendeguz Tobias and
Benedict Seidl and
Elisabeth Weissensteiner and
Andreas Rausch and
Christian B{\"{o}}hm and
Claudia Plant},
title = {Non-Redundant Image Clustering of Early Medieval Glass Beads},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--12},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302468},
doi = {10.1109/DSAA60987.2023.10302468},
timestamp = {Tue, 30 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/MiklautzSLTSWRBP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/MouraoG23,
author = {Andr{\'{e}} Mour{\~{a}}o and
Daniel Gomes},
title = {Searching images in a web archive},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--10},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302607},
doi = {10.1109/DSAA60987.2023.10302607},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/MouraoG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/NagyD23,
author = {Peter D. Nagy and
Heidar Davoudi},
title = {Towards Deep Learning Models for Automatic Computer Program Grading},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--10},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302571},
doi = {10.1109/DSAA60987.2023.10302571},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/NagyD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/NaourABG23,
author = {Etienne Le Naour and
Ghislain Agoua and
Nicolas Baskiotis and
Vincent Guigue},
title = {Interpretable time series neural representation for classification
purposes},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--10},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302534},
doi = {10.1109/DSAA60987.2023.10302534},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/NaourABG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/NewenM23,
author = {Carina Newen and
Emmanuel M{\"{u}}ller},
title = {On the Independence of Adversarial Transferability to Topological
Changes in the Dataset},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--8},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302548},
doi = {10.1109/DSAA60987.2023.10302548},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/NewenM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/NgoV23,
author = {Giang Ngo and
Nhi N. Y. Vo},
title = {Enhancing recommendation systems with hybrid manifold regularized
knowledge graph},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--8},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302462},
doi = {10.1109/DSAA60987.2023.10302462},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/NgoV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/NguyenPTNN23,
author = {Quan Van Nguyen and
Huy Quang Pham and
Dan Quang Tran and
Thang Kien{-}Bao Nguyen and
Nghia Hieu Nguyen},
title = {{MAT:} Effective Link Prediction via Mutual Attention Transformer},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--4},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302519},
doi = {10.1109/DSAA60987.2023.10302519},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/NguyenPTNN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/OjoSLH23,
author = {David Ojo and
Nusayer Masud Siddique and
Carson K. Leung and
Connor C. J. Hryhoruk},
title = {Machine Learning-Based Android Malware Detection},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--10},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302617},
doi = {10.1109/DSAA60987.2023.10302617},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/OjoSLH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/OubelmouhFRSV23,
author = {Youssef Oubelmouh and
Fr{\'{e}}d{\'{e}}ric Fargon and
Cyril De Runz and
Arnaud Soulet and
Cyril Veillon},
title = {Identifying Survival-Changing Sequential Patterns for Employee Attrition
Analysis},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--10},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302498},
doi = {10.1109/DSAA60987.2023.10302498},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/OubelmouhFRSV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/PandeyJNAA23,
author = {Chetraj Pandey and
Anli Ji and
Trisha Nandakumar and
Rafal A. Angryk and
Berkay Aydin},
title = {Exploring Deep Learning for Full-disk Solar Flare Prediction with
Empirical Insights from Guided Grad-CAM Explanations},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--10},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302639},
doi = {10.1109/DSAA60987.2023.10302639},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/PandeyJNAA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/Pawlicki23,
author = {Marek Pawlicki},
title = {Towards Quality Measures for xAI algorithms: Explanation Stability},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--10},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302535},
doi = {10.1109/DSAA60987.2023.10302535},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/Pawlicki23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/PhanNN23,
author = {Chau{-}Thang Phan and
Quoc{-}Nam Nguyen and
Kiet Van Nguyen},
title = {Link Prediction for Wikipedia Articles as a Natural Language Inference
Task},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--4},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302560},
doi = {10.1109/DSAA60987.2023.10302560},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/PhanNN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/PokucinskiM23,
author = {Sebastian Pokucinski and
Dariusz Mrozek},
title = {YOLO-based Object Detection in Panoramic Images of Smart Buildings},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--9},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302568},
doi = {10.1109/DSAA60987.2023.10302568},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/PokucinskiM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ProiosYBERT23,
author = {Dimitrios Proios and
Anthony Yazdani and
Alban Bornet and
Julien Ehrsam and
Islem Rekik and
Douglas Teodoro},
title = {Leveraging patient similarities via graph neural networks to predict
phenotypes from temporal data},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--10},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302556},
doi = {10.1109/DSAA60987.2023.10302556},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/ProiosYBERT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/RajendranKT23,
author = {Udhaya Kumar Rajendran and
Amir Ben Khalifa and
Amine Trabelsi},
title = {Learning Representations through Contrastive Strategies for a more
Robust Stance Detection},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--9},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302466},
doi = {10.1109/DSAA60987.2023.10302466},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/RajendranKT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/RashidCT23,
author = {Rezaur Rashid and
Jawad Chowdhury and
Gabriel Terejanu},
title = {Causal Feature Selection: Methods and a Novel Causal Metric Evaluation
Framework},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--9},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302608},
doi = {10.1109/DSAA60987.2023.10302608},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/RashidCT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/RecalcatiGPLM23,
author = {Pietro Recalcati and
Fabio Garcea and
Luca Piano and
Fabrizio Lamberti and
Lia Morra},
title = {Toward a Realistic Benchmark for Out-of-Distribution Detection},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--10},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302486},
doi = {10.1109/DSAA60987.2023.10302486},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/RecalcatiGPLM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/RezvaniBZ23,
author = {Nabi Rezvani and
Amin Beheshti and
Xuyun Zhang},
title = {A Contextualized Transformer-Based Method for Cyberbullying Detection},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--10},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302478},
doi = {10.1109/DSAA60987.2023.10302478},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/RezvaniBZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/RizzoI23,
author = {Giuseppe Rizzo and
Angelo Impedovo},
title = {Supplier qualification document recognition through open-set recognition},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--10},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302610},
doi = {10.1109/DSAA60987.2023.10302610},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/RizzoI23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/RoyG23,
author = {Debaditya Roy and
Sarunas Girdzijauskas},
title = {Temporal Differential Privacy for Human Activity Recognition},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--10},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302475},
doi = {10.1109/DSAA60987.2023.10302475},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/RoyG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/Saadallah23,
author = {Amal Saadallah},
title = {Online Explainable Model Selection for Time Series Forecasting},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--10},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302609},
doi = {10.1109/DSAA60987.2023.10302609},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/Saadallah23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/SarmadiRCOWH23,
author = {Hamid Sarmadi and
Thorsteinn S. R{\"{o}}gnvaldsson and
Nils Roger Carlsson and
Mattias Ohlsson and
Ibrahim Wahab and
Ola Hall},
title = {Towards Explaining Satellite Based Poverty Predictions with Convolutional
Neural Networks},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--10},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302541},
doi = {10.1109/DSAA60987.2023.10302541},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/SarmadiRCOWH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/SaxenaC23,
author = {Shruti Saxena and
Joydeep Chandra},
title = {EvoAlign: {A} Continual Learning Framework for Aligning Evolving Networks},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--10},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302602},
doi = {10.1109/DSAA60987.2023.10302602},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/SaxenaC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/Schwenkreis23,
author = {Friedemann Schwenkreis},
title = {Automated Detection of Trajectory Groups Based on SNN-Clustering and
Relevant Frequent Itemsets},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--10},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302564},
doi = {10.1109/DSAA60987.2023.10302564},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/Schwenkreis23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/StreviniotisGKNL23,
author = {Errikos Streviniotis and
Nikos Giatrakos and
Yannis Kotidis and
Thaleia Ntiniakou and
Miguel Ponce de Leon},
title = {Optimizing Resource Allocation for Tumor Simulations over {HPC} Infrastructures},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--10},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302484},
doi = {10.1109/DSAA60987.2023.10302484},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/StreviniotisGKNL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/StruskiPTZ23,
author = {Lukasz Struski and
Adam Pardyl and
Jacek Tabor and
Bartosz Zielinski},
title = {ProPML: Probability Partial Multi-label Learning},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--8},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302620},
doi = {10.1109/DSAA60987.2023.10302620},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/StruskiPTZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/SunTXZXJW23,
author = {Haiting Sun and
Peng Tian and
Yun Xiong and
Yao Zhang and
Yali Xiang and
Xing Jia and
Haofen Wang},
title = {DynamiSE: Dynamic Signed Network Embedding for Link Prediction},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--2},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302493},
doi = {10.1109/DSAA60987.2023.10302493},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/SunTXZXJW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/SzelazekHBNA23,
author = {Maciej Szelazek and
Dan Hudson and
Szymon Bobek and
Grzegorz J. Nalepa and
Martin Atzmueller},
title = {Enhanced Explanations for Knowledge-Augmented Clustering using Subgroup
Discovery},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--11},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302465},
doi = {10.1109/DSAA60987.2023.10302465},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/SzelazekHBNA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/TranNL23,
author = {Anh Hoang Tran and
Tam Minh Nguyen and
Son T. Luu},
title = {A Text-based Approach For Link Prediction on Wikipedia Articles},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--4},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302627},
doi = {10.1109/DSAA60987.2023.10302627},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/TranNL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/TratO23,
author = {Martin Trat and
Jivka Ovtcharova},
title = {Designing Concept Drift Detection Ensembles: {A} Survey},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--10},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302492},
doi = {10.1109/DSAA60987.2023.10302492},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/TratO23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/TschoraGPPR23,
author = {L{\'{e}}onard Tschora and
Tias Guns and
Erwan Pierre and
Marc Plantevit and
C{\'{e}}line Robardet},
title = {Electricity Price Forecasting based on Order Books: a differentiable
optimization approach},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--10},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302542},
doi = {10.1109/DSAA60987.2023.10302542},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/TschoraGPPR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/VareilleALC23,
author = {Etienne Vareille and
Adel Abbas and
Michele Linardi and
Vassillis Christophides},
title = {Evaluating Explanation Methods of Multivariate Time Series Classification
through Causal Lenses},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--10},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302482},
doi = {10.1109/DSAA60987.2023.10302482},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/VareilleALC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/WangYLWXRX23,
author = {Keheng Wang and
Chuantao Yin and
Rumei Li and
Sirui Wang and
Yunsen Xian and
Wenge Rong and
Zhang Xiong},
title = {{TOCOL:} Improving Contextual Representation of Pre-trained Language
Models via Token-Level Contrastive Learning},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--3},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302506},
doi = {10.1109/DSAA60987.2023.10302506},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/WangYLWXRX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/WangZLCL23,
author = {Xinzhi Wang and
Nengjun Zhu and
Jiahao Li and
Yudong Chang and
Zhennan Li},
title = {Entity Recognition Based on Heterogeneous Graph Reasoning of Visual
Region and Text Candidate},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--2},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302549},
doi = {10.1109/DSAA60987.2023.10302549},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/WangZLCL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/WeberMKGP23,
author = {Pascal Weber and
Lukas Miklautz and
Akshey Kumar and
Moritz Grosse{-}Wentrup and
Claudia Plant},
title = {CaFe {DBSCAN:} {A} Density-based Clustering Algorithm for Causal Feature
Learning},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--10},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302502},
doi = {10.1109/DSAA60987.2023.10302502},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/WeberMKGP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/WernerLGC23,
author = {Luisa Werner and
Nabil Laya{\"{\i}}da and
Pierre Genev{\`{e}}s and
Sarah Chlyah},
title = {Knowledge Enhanced Graph Neural Networks},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--10},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302495},
doi = {10.1109/DSAA60987.2023.10302495},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/WernerLGC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/WuLH23,
author = {Wan{-}Jhen Wu and
Shiou{-}Chi Li and
Jen{-}Wei Huang},
title = {{ISGP:} Influence Maximization on Dynamic Social Networks Using Influence
SubGraph Propagation},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--10},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302634},
doi = {10.1109/DSAA60987.2023.10302634},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/WuLH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/WuM23,
author = {Jianhong Wu and
Yingdong Ma},
title = {A CNN-Transformer Hybrid Network for Multi-scale object detection},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--7},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302637},
doi = {10.1109/DSAA60987.2023.10302637},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/WuM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/WydmanskiBS23,
author = {Witold Wydmanski and
Oleksii Bulenok and
Marek Smieja},
title = {HyperTab: Hypernetwork Approach for Deep Learning on Small Tabular
Datasets},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--9},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302504},
doi = {10.1109/DSAA60987.2023.10302504},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/WydmanskiBS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/XiongZML23,
author = {Yan{-}Wen Xiong and
Heng{-}Ru Zhang and
Fan Min and
Peng{-}Cheng Li},
title = {Sample Topology Exploration for Label Distribution Learning},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--9},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302621},
doi = {10.1109/DSAA60987.2023.10302621},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/XiongZML23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/XuGWLG23,
author = {Jingxiang Xu and
Ying Guo and
Ziqi Wang and
Fei Li and
Ke Geng},
title = {Underwater Localization based on Robust Privacy-Preserving and Intelligent
Correction of Sound Velocity},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--10},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302589},
doi = {10.1109/DSAA60987.2023.10302589},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/XuGWLG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/YamashitaSTEL23,
author = {Michiharu Yamashita and
Jia Tracy Shen and
Thanh Tran and
Hamoon Ekhtiari and
Dongwon Lee},
title = {{JAMES:} Normalizing Job Titles with Multi-Aspect Graph Embeddings
and Reasoning},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--10},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302559},
doi = {10.1109/DSAA60987.2023.10302559},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/YamashitaSTEL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/YanGM23,
author = {Kuan Yan and
Junbin Gao and
Dmytro Matsypura},
title = {{FIW-GNN:} {A} Heterogeneous Graph-Based Learning Model for Credit
Card Fraud Detection},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--10},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302538},
doi = {10.1109/DSAA60987.2023.10302538},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/YanGM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/Yang23,
author = {Weiwu Yang},
title = {Achieving High Performance in Link Prediction for Wikipedia Articles
Using Ensemble Approach},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--4},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302527},
doi = {10.1109/DSAA60987.2023.10302527},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/Yang23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/YangLM23,
author = {Rongbo Yang and
Qianmu Li and
Shunmei Meng},
title = {Stochastic Perturbation Averaging Boosts Transferability of Adversarial
Examples},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--7},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302511},
doi = {10.1109/DSAA60987.2023.10302511},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/YangLM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/YangZC23,
author = {Yang Yang and
Zhilin Zhao and
Longbing Cao},
title = {Deep Spectral Copula Mechanisms Modeling Coupled and Volatile Multivariate
Time Series},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--10},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302553},
doi = {10.1109/DSAA60987.2023.10302553},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/YangZC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/YuenBCJLW23,
author = {Zhikun Yuen and
Paula Branco and
Aaron Chew and
Guy{-}Vincent Jourdan and
Fabian Lim and
Laura Wynter},
title = {Are GNNs the Right Tool to Mine the Blockchain? The Case of the Bitcoin
Generator Scam},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--11},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302516},
doi = {10.1109/DSAA60987.2023.10302516},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/YuenBCJLW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ZhanGZCS23,
author = {Huixin Zhan and
Liyuan Gao and
Kun Zhang and
Zhong Chen and
Victor S. Sheng},
title = {Defending the Graph Reconstruction Attacks for Simplicial Neural Networks},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--9},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302529},
doi = {10.1109/DSAA60987.2023.10302529},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/ZhanGZCS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ZhangSDYL23,
author = {Bochao Zhang and
Rui Shao and
Jingda Du and
Pong C. Yuen and
Wei Luo},
title = {Tackling Model Mismatch with Mixup Regulated Test-Time Training},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--7},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302565},
doi = {10.1109/DSAA60987.2023.10302565},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/ZhangSDYL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ZhangZWB23,
author = {Guowei Zhang and
Xuyun Zhang and
Zhiyong Wang and
Amin Beheshti},
title = {Multi-Granularity Entity Recognition based Sentence Ranking for Multi-Document
Summarization},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--10},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302576},
doi = {10.1109/DSAA60987.2023.10302576},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/ZhangZWB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ZhaoZL23,
author = {Yaping Zhao and
Qunsong Zeng and
Edmund Y. Lam},
title = {Adaptive Compressed Sensing for Real-Time Video Compression, Transmission,
and Reconstruction},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--10},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302598},
doi = {10.1109/DSAA60987.2023.10302598},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/ZhaoZL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ZhuQZWFZD23,
author = {Ruoxuan Zhu and
Yi Qian and
Hui Zheng and
Xing Wang and
Junlan Feng and
Lin Zhu and
Chao Deng},
title = {Spatial-Temporal Residual Multi-Graph Convolution Network for Traffic
Forecasting},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--10},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302570},
doi = {10.1109/DSAA60987.2023.10302570},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/ZhuQZWFZD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ZuoLBH23,
author = {Jingwei Zuo and
Wenbin Li and
Michele Baldo and
Hakim Hacid},
title = {Opportunistic Air Quality Monitoring and Forecasting with Expandable
Graph Neural Networks},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--4},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302476},
doi = {10.1109/DSAA60987.2023.10302476},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/ZuoLBH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/dsaa/2023,
title = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023},
doi = {10.1109/DSAA60987.2023},
isbn = {979-8-3503-4503-2},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/2023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/AlabdallahPRO22,
author = {Abdallah Alabdallah and
Sepideh Pashami and
Thorsteinn S. R{\"{o}}gnvaldsson and
Mattias Ohlsson},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {SurvSHAP: {A} Proxy-Based Algorithm for Explaining Survival Models
with {SHAP}},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--10},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032392},
doi = {10.1109/DSAA54385.2022.10032392},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/AlabdallahPRO22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/AnPGCS22,
author = {Ying An and
Lebing Pan and
Lin Guo and
Xianlai Chen and
Yu Shen},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {Percept U-Net: Percept Attention-based Convolutional Neural Network
for Atrial Fibrillation Episode Localization},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--9},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032402},
doi = {10.1109/DSAA54385.2022.10032402},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/AnPGCS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ArrottaCFB22,
author = {Luca Arrotta and
Gabriele Civitarese and
Michele Fiori and
Claudio Bettini},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {Explaining Human Activities Instances Using Deep Learning Classifiers},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--10},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032345},
doi = {10.1109/DSAA54385.2022.10032345},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/ArrottaCFB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/BilskiJ22,
author = {Jakub Michal Bilski and
Agnieszka Jastrzebska},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {{COSTI:} a New Classifier for Sequences of Temporal Intervals},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--10},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032331},
doi = {10.1109/DSAA54385.2022.10032331},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/BilskiJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/BlasiFHRS22,
author = {Maximilian Blasi and
Manuel Freudenreich and
Johannes Horvath and
David Richerby and
Ansgar Scherp},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {Graph Summarization as Vertex Classification Task using Graph Neural
Networks vs. Bloom Filter},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--10},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032447},
doi = {10.1109/DSAA54385.2022.10032447},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/BlasiFHRS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/BodriaGGP22,
author = {Francesco Bodria and
Riccardo Guidotti and
Fosca Giannotti and
Dino Pedreschi},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {Transparent Latent Space Counterfactual Explanations for Tabular Data},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--10},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032407},
doi = {10.1109/DSAA54385.2022.10032407},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/BodriaGGP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/BoingM22,
author = {Benedikt B{\"{o}}ing and
Emmanuel M{\"{u}}ller},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {On Training and Verifying Robust Autoencoders},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--10},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032334},
doi = {10.1109/DSAA54385.2022.10032334},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/BoingM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ButtnerBS22,
author = {Maik B{\"{u}}ttner and
Christian Beyer and
Myra Spiliopoulou},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {Reducing Missingness in a Stream through Cost-Aware Active Feature
Acquisition},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--10},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032414},
doi = {10.1109/DSAA54385.2022.10032414},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/ButtnerBS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/CaiZWN22,
author = {Yi Cai and
Arthur Zimek and
Gerhard Wunder and
Eirini Ntoutsi},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {Power of Explanations: Towards automatic debiasing in hate speech
detection},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--10},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032325},
doi = {10.1109/DSAA54385.2022.10032325},
timestamp = {Thu, 13 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/CaiZWN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/CaoWSHX22,
author = {Zihao Cao and
Jianzong Wang and
Shijing Si and
Zhangcheng Huang and
Jing Xiao},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {Machine Unlearning Method Based On Projection Residual},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--8},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032413},
doi = {10.1109/DSAA54385.2022.10032413},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/CaoWSHX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/CavusB22,
author = {Mustafa Cavus and
Przemyslaw Biecek},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {Explainable expected goal models for performance analysis in football
analytics},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--9},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032440},
doi = {10.1109/DSAA54385.2022.10032440},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/CavusB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ChaturvediS22,
author = {Animesh Chaturvedi and
Rajesh Sharma},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {minOffense: Inter-Agreement Hate Terms for Stable Rules, Concepts,
Transitivities, and Lattices},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--10},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032389},
doi = {10.1109/DSAA54385.2022.10032389},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/ChaturvediS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ChaturvediTS22,
author = {Animesh Chaturvedi and
Aruna Tiwari and
Nicolas Spyratos},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {System Network Analytics: Evolution and Stable Rules of a State Series},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--10},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032382},
doi = {10.1109/DSAA54385.2022.10032382},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/ChaturvediTS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ChenKDWCO22,
author = {Bowen Chen and
Yun Sing Koh and
Gillian Dobbie and
Ocean Wu and
Guy Coulson and
Gustavo Olivares},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {Online Air Pollution Inference using Concept Recurrence and Transfer
Learning},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--10},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032404},
doi = {10.1109/DSAA54385.2022.10032404},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/ChenKDWCO22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ChiWWS22,
author = {Yankin Chi and
Raymond K. Wong and
Hongkuan Wang and
John Shepherd},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {Incorporating neighborhood features in RNNs for popularity forecasting
for emerging research fields},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--10},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032444},
doi = {10.1109/DSAA54385.2022.10032444},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/ChiWWS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ChuaiCZ22,
author = {Yuwei Chuai and
Yutian Chang and
Jichang Zhao},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {What Really Drives the Spread of {COVID-19} Tweets: {A} Revisit from
Perspective of Content},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--10},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032328},
doi = {10.1109/DSAA54385.2022.10032328},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/ChuaiCZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/CzubaB22,
author = {Michal Czuba and
Piotr Br{\'{o}}dka},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {Simulating Spreading of Multiple Interacting Processes in Complex
Networks},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--10},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032425},
doi = {10.1109/DSAA54385.2022.10032425},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/CzubaB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/DaiYBZ22,
author = {Jiuqian Dai and
Weihua Yuan and
Chen Bao and
Zhijun Zhang},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {{DGNN:} Denoising graph neural network for session-based recommendation},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--8},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032399},
doi = {10.1109/DSAA54385.2022.10032399},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/DaiYBZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/DasJDGVK22,
author = {Sauman Das and
Arnav Jain and
Audhav Durai and
Sameer Gabbita and
Aditya Vasantharao and
Vishal Kotha},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {Cross-Dataset Evaluation of Multimodal Neural Networks for Glaucoma
Diagnosis},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--2},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032439},
doi = {10.1109/DSAA54385.2022.10032439},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/DasJDGVK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/DungB22,
author = {Dinh Anh Dung and
Huynh Thi Thanh Binh},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {{GDEGAN:} Graphical Discriminative Embedding {GAN} for tabular data},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--11},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032445},
doi = {10.1109/DSAA54385.2022.10032445},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/DungB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/FaberCSJ22,
author = {Kamil Faber and
Roberto Corizzo and
Bartlomiej Sniezynski and
Nathalie Japkowicz},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {Active Lifelong Anomaly Detection with Experience Replay},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--10},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032405},
doi = {10.1109/DSAA54385.2022.10032405},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/FaberCSJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/FaisalMLW22,
author = {Fahim Faisal and
Noman Mohammed and
Carson K. Leung and
Yang Wang},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {Generating Privacy Preserving Synthetic Medical Data},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--10},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032429},
doi = {10.1109/DSAA54385.2022.10032429},
timestamp = {Fri, 14 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/FaisalMLW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/FatemiBWDLRMEZ22,
author = {Zahra Fatemi and
Abari Bhattacharya and
Andrew Wentzel and
Vipul Dhariwal and
Lauren Levine and
Andrew Rojecki and
G. Elisabeta Marai and
Barbara Di Eugenio and
Elena Zheleva},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {Understanding Stay-at-home Attitudes through Framing Analysis of Tweets},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--10},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032455},
doi = {10.1109/DSAA54385.2022.10032455},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/FatemiBWDLRMEZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/GaldemanZG22,
author = {Alessia Galdeman and
Matteo Zignani and
Sabrina Gaito},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {Disentangling the Growth of Blockchain-based Networks by Graph Evolution
Rule Mining},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--10},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032398},
doi = {10.1109/DSAA54385.2022.10032398},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/GaldemanZG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/GuoJXL22,
author = {Ying Guo and
Ping Ji and
Jingxiang Xu and
Peng Liu},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {Range-free and Level-based Localization with Malicious Node Identification
in Underwater Sensor Networks},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--9},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032458},
doi = {10.1109/DSAA54385.2022.10032458},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/GuoJXL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/HalsteadKRPB22,
author = {Ben Halstead and
Yun Sing Koh and
Patricia Riddle and
Mykola Pechenizkiy and
Albert Bifet},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {A Probabilistic Framework for Adapting to Changing and Recurring Concepts
in Data Streams},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--10},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032368},
doi = {10.1109/DSAA54385.2022.10032368},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/HalsteadKRPB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/HanifBBZW22,
author = {Ambreen Hanif and
Amin Beheshti and
Boualem Benatallah and
Xuyun Zhang and
Steven Wood},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {Evidence Based Pipeline for Explaining Artificial Intelligence Algorithms
with Interactions},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--9},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032417},
doi = {10.1109/DSAA54385.2022.10032417},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/HanifBBZW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/HayashiN22,
author = {Kohei Hayashi and
Kei Nakagawa},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {Fractional SDE-Net: Generation of Time Series Data with Long-term
Memory},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--10},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032351},
doi = {10.1109/DSAA54385.2022.10032351},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/HayashiN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/HuangSL22,
author = {He Huang and
Nan Sun and
Xufeng Lin},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {Blockwise Spectral Analysis for Deepfake Detection in High-fidelity
Videos},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--9},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032370},
doi = {10.1109/DSAA54385.2022.10032370},
timestamp = {Mon, 25 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/HuangSL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/HuwelGBKDB22,
author = {Jan David H{\"{u}}wel and
Anne Gresch and
Fabian Berns and
Ruben Koch and
Martina D{\"{u}}fer and
Christian Beecks},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {Tracing Patterns in Electrophysiological Time Series Data},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--10},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032339},
doi = {10.1109/DSAA54385.2022.10032339},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/HuwelGBKDB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/JakubowskiSBN22,
author = {Jakub Jakubowski and
Przemyslaw Stanisz and
Szymon Bobek and
Grzegorz J. Nalepa},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {Roll Wear Prediction in Strip Cold Rolling with Physics-Informed Autoencoder
and Counterfactual Explanations},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--10},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032357},
doi = {10.1109/DSAA54385.2022.10032357},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/JakubowskiSBN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/JiangGZWJ22,
author = {Sining Jiang and
Zhongwen Guo and
Shuo Zhao and
Hao Wang and
Wei Jing},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {{CE-GAN} : {A} Camera Image Enhancement Generative Adversarial Network
for Autonomous Driving},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--6},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032427},
doi = {10.1109/DSAA54385.2022.10032427},
timestamp = {Sun, 06 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/JiangGZWJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/KaczmarskiNPP22,
author = {Krzysztof Kaczmarski and
Jakub Narebski and
Stanislaw Piotrowski and
Piotr Przymus},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {Fast {JSON} parser using metaprogramming on {GPU}},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--10},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032381},
doi = {10.1109/DSAA54385.2022.10032381},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/KaczmarskiNPP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/KarimiKLDL22,
author = {Hamid Karimi and
Muhammad Fawad Akbar Khan and
Haochen Liu and
Tyler Derr and
Hui Liu},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {Enhancing Individual Fairness through Propensity Score Matching},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--10},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032333},
doi = {10.1109/DSAA54385.2022.10032333},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/KarimiKLDL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/KrzywickiMB22,
author = {Alfred Krzywicki and
Ashesh Mahidadia and
Michael Bain},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {Discovering Periodicity in Locally Repeating Patterns},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--10},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032435},
doi = {10.1109/DSAA54385.2022.10032435},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/KrzywickiMB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/KumarL22,
author = {Deeptaanshu Kumar and
Suxi Li},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {Separating Storage and Compute with the Databricks Lakehouse Platform},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--2},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032386},
doi = {10.1109/DSAA54385.2022.10032386},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/KumarL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/LanW22,
author = {Wei Lan and
Wenguang Wang},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {Dual Channel Hybrid Messaging-Passing Graph Convolutional Network
for Recommendation},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--7},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032456},
doi = {10.1109/DSAA54385.2022.10032456},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/LanW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/LiRSH22,
author = {Ying Li and
Muhammad Daffa Robani and
Victor Suciu and
Joy He{-}Yueya},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {Inventory Purchase Recommendation for Merchants in Traditional {FMCG}
Retail Business},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--10},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032364},
doi = {10.1109/DSAA54385.2022.10032364},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/LiRSH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/LiaoZSLW22,
author = {Haohong Liao and
Silin Zheng and
Xuelin Shen and
Mark Junjie Li and
Xu Wang},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {Semi-automatic Data Annotation System for Multi-Target Multi-Camera
Vehicle Tracking},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--9},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032408},
doi = {10.1109/DSAA54385.2022.10032408},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/LiaoZSLW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/LiuHM22,
author = {Li{-}Yan Liu and
Peng Huang and
Fan Min},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {Safe Multi-view Co-training for Semi-supervised Regression},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--10},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032437},
doi = {10.1109/DSAA54385.2022.10032437},
timestamp = {Thu, 21 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/LiuHM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/LiuLN22,
author = {Dora D. Liu and
Zhong Yuan Lai and
Usman Naseem},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {A Side Information Enhanced Matrix Factorization Approach via Hierarchical
Generalized Linear Model},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--9},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032378},
doi = {10.1109/DSAA54385.2022.10032378},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/LiuLN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/LiuLPM22,
author = {Jixiong Liu and
Dugang Liu and
Weike Pan and
Zhong Ming},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {ALTRec: Adversarial Learning for Autoencoder-based Tail Recommendation},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--9},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032423},
doi = {10.1109/DSAA54385.2022.10032423},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/LiuLPM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/LiuZM22,
author = {Li{-}Yan Liu and
Jia{-}Hui Zhang and
Fan Min},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {Semi-supervised Regression with Data Partitioning and Feature Mapping},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--10},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032446},
doi = {10.1109/DSAA54385.2022.10032446},
timestamp = {Thu, 21 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/LiuZM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/LomuscioBPA22,
author = {Francesco Lomuscio and
Paolo Bajardi and
Alan Perotti and
Elvio G. Amparore},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {Streamlining models with explanations in the learning loop},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--10},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032380},
doi = {10.1109/DSAA54385.2022.10032380},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/LomuscioBPA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/LuTWSZ22,
author = {Jianchao Lu and
Yuzhe Tian and
Shuang Wang and
Michael Sheng and
Xi Zheng},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {PearNet: {A} Pearson Correlation-based Graph Attention Network for
Sleep Stage Recognition},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--8},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032354},
doi = {10.1109/DSAA54385.2022.10032354},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/LuTWSZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ManhHBP22,
author = {Pham Phu Manh and
Tran Thi Hue and
Huynh Thi Thanh Binh and
Nguyen Khanh Phuong},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {The min-timespan parallel technician-and-drone scheduling in door-to-door
sampling service system},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--10},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032441},
doi = {10.1109/DSAA54385.2022.10032441},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/ManhHBP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/MehrotraSSK22,
author = {Soumitra Mehrotra and
Anna Cinzia Squicciarini and
Edoardo Serra and
Younes Karimi},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {{COVID-19} and Haters - {A} User Model Perspective},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--9},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032363},
doi = {10.1109/DSAA54385.2022.10032363},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/MehrotraSSK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/NandiPR22,
author = {Ritam Nandi and
Siddaarth Prasanna and
Prajit Rajkumar},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {Multi-Parameter Forecasting of Fatalities in Road Traffic Accidents},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--2},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032371},
doi = {10.1109/DSAA54385.2022.10032371},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/NandiPR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/NguyenNXAKDJ22,
author = {Hoang H. Nguyen and
Nhat{-}Minh Nguyen and
Chunyao Xie and
Zahra Ahmadi and
Daniel Kudendo and
Thanh{-}Nam Doan and
Lingxiao Jiang},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {{MANDO:} Multi-Level Heterogeneous Graph Embeddings for Fine-Grained
Detection of Smart Contract Vulnerabilities},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--10},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032337},
doi = {10.1109/DSAA54385.2022.10032337},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/NguyenNXAKDJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/NieZLD22,
author = {H. Ruda Nie and
Xiuzhen Zhang and
Minyi Li and
Anil Dolgun},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {Mitigation of Rumours in Social Networks via Epidemic Model-based
Reinforcement Learning},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--10},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032384},
doi = {10.1109/DSAA54385.2022.10032384},
timestamp = {Fri, 17 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/NieZLD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/OualiBK22,
author = {Mohamed Amine Ouali and
Mohamed Bouguessa and
Riadh Ksantini},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {Graph Attention Network for Camera Relocalization on Dynamic Scenes},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--10},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032344},
doi = {10.1109/DSAA54385.2022.10032344},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/OualiBK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/PacherSdHP22,
author = {Christina Pacher and
Irene Schicker and
Rosmarie deWit and
Katerina Hlav{\'{a}}ckov{\'{a}}{-}Schindler and
Claudia Plant},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {{AWT} - Clustering Meteorological Time Series Using an Aggregated
Wavelet Tree},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--10},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032326},
doi = {10.1109/DSAA54385.2022.10032326},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/PacherSdHP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/PanMZW22,
author = {Chao{-}Fan Pan and
Fan Min and
Heng{-}Ru Zhang and
Yu Wang},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {{BRL:} Learning behavior representations of Reversi players},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--10},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032377},
doi = {10.1109/DSAA54385.2022.10032377},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/PanMZW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/PhamHHT22,
author = {Canh V. Pham and
Dung K. T. Ha and
Huan X. Hoang and
Tan D. Tran},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {Fast Streaming Algorithms for k-Submodular Maximization under a Knapsack
Constraint},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--10},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032383},
doi = {10.1109/DSAA54385.2022.10032383},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/PhamHHT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/PonniahARM22,
author = {Anbumunee Ponniah and
Swati Agarwal and
Sharanya Milind Ranka and
Shashank Madhusudhan},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {A Transfer Learning Framework For Annotating Implementation-Specific
Corpus},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--10},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032451},
doi = {10.1109/DSAA54385.2022.10032451},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/PonniahARM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/PowellR22,
author = {Cheyenne Powell and
Annalisa Riccardi},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {Abstract Argumentation for Explainable Satellite Scheduling},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--10},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032348},
doi = {10.1109/DSAA54385.2022.10032348},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/PowellR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/PutinaBSS22,
author = {Andrian Putina and
Maroua Bahri and
Flavia Salutari and
Mauro Sozio},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {AutoAD: an Automated Framework for Unsupervised Anomaly Detectio},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--10},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032396},
doi = {10.1109/DSAA54385.2022.10032396},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/PutinaBSS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/QuanSSW22,
author = {Zhibang Quan and
Tao Sun and
Mengli Su and
Jishu Wei},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {Multimodal Humor Detection Based on Cross-Modal Attention and Modal
Maximum Correlation},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--2},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032426},
doi = {10.1109/DSAA54385.2022.10032426},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/QuanSSW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/RavikumarKLCWZ22,
author = {Penugonda Ravikumar and
R. Uday Kiran and
Palla Likhitha and
T. Chandrasekhar and
Yutaka Watanobe and
Koji Zettsu},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {Discovering Geo-referenced Periodic-Frequent Patterns in Geo-referenced
Time Series Databases},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--10},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032391},
doi = {10.1109/DSAA54385.2022.10032391},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/RavikumarKLCWZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/RazaBNLR22,
author = {Shaina Raza and
Syed Raza Bashir and
Usman Naseem and
Dora D. Liu and
Deepak John Reji},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {Incorporating Accuracy and Diversity in a News Recommender System},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--10},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032442},
doi = {10.1109/DSAA54385.2022.10032442},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/RazaBNLR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/RongZLM22,
author = {Bin{-}Yuan Rong and
Heng{-}Ru Zhang and
Gui{-}Lin Li and
Fan Min},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {Label Distribution Learning with Data Augmentation using Generative
Adversarial Networks},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--10},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032430},
doi = {10.1109/DSAA54385.2022.10032430},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/RongZLM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/SainiP22,
author = {Uday Singh Saini and
Evangelos E. Papalexakis},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {Multi-aspect Matrix Factorization based Visualization of Convolutional
Neural Networks},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--12},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032352},
doi = {10.1109/DSAA54385.2022.10032352},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/SainiP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/SantosAS22,
author = {Joana Cristo Santos and
Pedro Henriques Abreu and
Miriam Seoane Santos},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {The identification of cancer lesions in mammography images with missing
pixels: analysis of morphology},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--8},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032420},
doi = {10.1109/DSAA54385.2022.10032420},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/SantosAS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/SchleicherPSSS22,
author = {Miro Schleicher and
R{\"{u}}diger Pryss and
Johannes Schobel and
Winfried Schlee and
Myra Spiliopoulou},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {Expect the gap: {A} recommender approach to estimate the absenteeism
of self-monitoring mHealth app users},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--10},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032390},
doi = {10.1109/DSAA54385.2022.10032390},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/SchleicherPSSS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ShahabikargarBKNZA22,
author = {Maryam Shahabikargar and
Amin Beheshti and
Amin Khatami and
Ricky Nguyen and
Xuyun Zhang and
Hamid Alinejad{-}Rokny},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {Domain Knowledge Enhanced Text Mining for Identifying Mental Disorder
Patterns},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--10},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032346},
doi = {10.1109/DSAA54385.2022.10032346},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/ShahabikargarBKNZA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ShaoWZLLP22,
author = {Zhufeng Shao and
Shoujin Wang and
Qian Zhang and
Wenpeng Lu and
Zhao Li and
Xueping Peng},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {A Systematical Evaluation for Next-Basket Recommendation Algorithms},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--10},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032359},
doi = {10.1109/DSAA54385.2022.10032359},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/ShaoWZLLP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ShenYYL22,
author = {Ta{-}Chun Shen and
Chun{-}Pai Yang and
Ian En{-}Hsu Yen and
Shou{-}De Lin},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {Towards {\(\mathscr{l}\)}1 Regularization for Deep Neural Networks:
Model Sparsity Versus Task Difficulty},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--9},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032353},
doi = {10.1109/DSAA54385.2022.10032353},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/ShenYYL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ShiZ22,
author = {Ming Shi and
Jing Zhao},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {A Knowledge Graph Link Prediction Model with Combined 1D and 2D Convolutional
Embeddings},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--2},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032373},
doi = {10.1109/DSAA54385.2022.10032373},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/ShiZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/SonntagBS22,
author = {Jonas Sonntag and
Gunnar Behrens and
Lars Schmidt{-}Thieme},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {Positive-Unlabeled Domain Adaptation},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--10},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032409},
doi = {10.1109/DSAA54385.2022.10032409},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/SonntagBS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/SzczepanskiPKC22,
author = {Mateusz Szczepanski and
Marek Pawlicki and
Rafal Kozik and
Michal Choras},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {Fast Hybrid Oracle-Explainer Approach to Explainability Using Optimized
Search of Comprehensible Decision Trees},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--10},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032372},
doi = {10.1109/DSAA54385.2022.10032372},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/SzczepanskiPKC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/TangCWSY22,
author = {Tinglong Tang and
Xiaowang Chen and
Yirong Wu and
Shuifa Sun and
Mei Yu},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {Image Classification Based on Deep Graph Convolutional Networks},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--6},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032329},
doi = {10.1109/DSAA54385.2022.10032329},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/TangCWSY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/TaoCF22,
author = {Jiachun Tao and
Liang Chen and
Junhua Fang},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {A novel real-time trajectory compression method for privacy protection},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--10},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032330},
doi = {10.1109/DSAA54385.2022.10032330},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/TaoCF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/UrRehmanKGJ22,
author = {Attiq Ur{-}Rehman and
Joarder Kamruzzuman and
Iqbal Gondal and
Alireza Jolfaei},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {Fuzzy-Based Operational Resilience Modelling},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--8},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032400},
doi = {10.1109/DSAA54385.2022.10032400},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/UrRehmanKGJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/VisaniGABCC22,
author = {Giorgio Visani and
Giacomo Graffi and
Mattia Alfero and
Enrico Bagli and
Federico Chesani and
Davide Capuzzo},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {Enabling Synthetic Data adoption in regulated domains},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--10},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032356},
doi = {10.1109/DSAA54385.2022.10032356},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/VisaniGABCC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/WanDGCY22,
author = {Shicheng Wan and
Jieying Deng and
Wensheng Gan and
Jiahui Chen and
Philip S. Yu},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {Fast Mining {RFM} Patterns for Behavioral Analytics},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--10},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032434},
doi = {10.1109/DSAA54385.2022.10032434},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/WanDGCY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/WangMCLYL22,
author = {Xinna Wang and
Shunmei Meng and
Yanran Chen and
Qiyan Liu and
Rui Yuan and
Qianmu Li},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {Federated Deep Recommendation System Based on Multi-View Feature Embedding},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--9},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032411},
doi = {10.1109/DSAA54385.2022.10032411},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/WangMCLYL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/WangWBZHZL22,
author = {Shuo Wang and
Ziqiang Wu and
Sheng Bi and
Zheng Zhang and
Xiaomin Huang and
Ming{-}Yang Zhou and
Hao Liao},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {Community Splitter: {A} Network Embedding Method for Predicting Missing
Links},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--10},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032336},
doi = {10.1109/DSAA54385.2022.10032336},
timestamp = {Sat, 22 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/WangWBZHZL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/WangWSHX22,
author = {Wen Wang and
Jianzong Wang and
Shijing Si and
Zhangcheng Huang and
Jing Xiao},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {{RL-MD:} {A} Novel Reinforcement Learning Approach for {DNA} Motif
Discovery},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--7},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032340},
doi = {10.1109/DSAA54385.2022.10032340},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/WangWSHX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/WangYDMLWW22,
author = {Ziqing Wang and
Zhirong Ye and
Yuyang Du and
Yi Mao and
Yanying Liu and
Ziling Wu and
Jun Wang},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {{AMD-DBSCAN:} An Adaptive Multi-density {DBSCAN} for datasets of extremely
variable density},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--10},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032412},
doi = {10.1109/DSAA54385.2022.10032412},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/WangYDMLWW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/WengYZ22,
author = {Di Weng and
Yang Yang and
Jichang Zhao},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {Positive emotions help rank negative reviews for sellers and producers
in e-commerce},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--10},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032403},
doi = {10.1109/DSAA54385.2022.10032403},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/WengYZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/WestmeierBBS22,
author = {Tobias Westmeier and
Diego Botache and
Maarten Bieshaar and
Bernhard Sick},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {Generating Synthetic Time Series for Machine-Learning-Empowered Monitoring
of Electric Motor Test Benches},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--10},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032385},
doi = {10.1109/DSAA54385.2022.10032385},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/WestmeierBBS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/WuHZHHH22,
author = {Junfeng Wu and
Guangyan Huang and
Hui Zheng and
Guang{-}Li Huang and
Yu Hu and
Jing He},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {Repeatable Pattern Mining for Accurate Subtraction of Backgrounds
with Waving Objects in Underwater Videos},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--11},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032438},
doi = {10.1109/DSAA54385.2022.10032438},
timestamp = {Sun, 23 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/WuHZHHH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/WuZL22,
author = {Donglin Wu and
Jing Zhao and
Ming Li},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {A Convolution Quaternion-Based Inverse Relational Rotation Embedding
Knowledge Representation Method},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--2},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032387},
doi = {10.1109/DSAA54385.2022.10032387},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/WuZL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/XiangLHT22,
author = {Mingrong Xiang and
Wei Luo and
Jingyu Hou and
Wenjing Tao},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {Attention-based Feature Fusion for Reconstructing Gene-Regulatory
Interactions},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--7},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032449},
doi = {10.1109/DSAA54385.2022.10032449},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/XiangLHT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/XuLHYZL22,
author = {Rongwei Xu and
Guanfeng Liu and
Xianmei Hua and
Shiqi Ye and
Xuyun Zhang and
Junwen Lu},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {Attention-aware Multi-hop Trust Inference in Online Social Networks},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--10},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032362},
doi = {10.1109/DSAA54385.2022.10032362},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/XuLHYZL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/XuLJ22,
author = {Ziqi Xu and
Yahui Lu and
Yu Jiang},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {Research on Mini-Batch Affinity Propagation Clustering Algorithm},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--10},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032450},
doi = {10.1109/DSAA54385.2022.10032450},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/XuLJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/XuQXGSY22,
author = {Chenhao Xu and
Youyang Qu and
Yong Xiang and
Longxiang Gao and
David Smith and
Shui Yu},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {{BASS:} Blockchain-Based Asynchronous SignSGD for Robust Collaborative
Data Mining},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--7},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032341},
doi = {10.1109/DSAA54385.2022.10032341},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/XuQXGSY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/YalavarthiBS22,
author = {Vijaya Krishna Yalavarthi and
Johannes Burchert and
Lars Schmidt{-}Thieme},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {{DCSF:} Deep Convolutional Set Functions for Classification of Asynchronous
Time Series},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--10},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032457},
doi = {10.1109/DSAA54385.2022.10032457},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/YalavarthiBS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/YanZD22,
author = {Shaojie Yan and
Tao Zhao and
Jinsheng Deng},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {Interaction-aware Hypergraph Neural Networks for User Profiling},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--10},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032374},
doi = {10.1109/DSAA54385.2022.10032374},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/YanZD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/YangG22,
author = {Hua Yang and
Ming Gu},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {A New Baseline of Policy Gradient for Traveling Salesman Problem},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--7},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032428},
doi = {10.1109/DSAA54385.2022.10032428},
timestamp = {Wed, 01 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/YangG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/YangTM22,
author = {Mei Yang and
Wen{-}Tao Tang and
Fan Min},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {Multi-instance Multi-label Learning Based on Parallel Attention and
Local Label Manifold Correlation},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--10},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032401},
doi = {10.1109/DSAA54385.2022.10032401},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/YangTM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/YangX22,
author = {Xiaoxiao Yang and
Jungang Xu},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {Few-shot Edge Classification in Graph Meta-learning},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--7},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032375},
doi = {10.1109/DSAA54385.2022.10032375},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/YangX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/YaoWMFWCAB22,
author = {Yuchong Yao and
Xiaohui Wang and
Yuanbang Ma and
Han Fang and
Jiaying Wei and
Liyuan Chen and
Ali Anaissi and
Ali Braytee},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {Conditional Variational Autoencoder with Balanced Pre-training for
Generative Adversarial Networks},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--10},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032367},
doi = {10.1109/DSAA54385.2022.10032367},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/YaoWMFWCAB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/YeMZW22,
author = {Weihao Ye and
Ziyang Mai and
Qiudan Zhang and
Xu Wang},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {A Learning-based Framework for Multi-View Instance Segmentation in
Panorama},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--9},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032431},
doi = {10.1109/DSAA54385.2022.10032431},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/YeMZW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/YeWZSZ22,
author = {Mingtao Ye and
Liping Wang and
Jingran Zhang and
Xin Sheng and
Guodao Zhang},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {{SA-FGDEM:} {A} Self-adaptive E-Learning Performance Prediction Model},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--8},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032343},
doi = {10.1109/DSAA54385.2022.10032343},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/YeWZSZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/YinGHWF22,
author = {Zhaowen Yin and
Wensheng Gan and
Gengsen Huang and
Yongdong Wu and
Philippe Fournier{-}Viger},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {Constraint-based Sequential Rule Mining},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--10},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032452},
doi = {10.1109/DSAA54385.2022.10032452},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/YinGHWF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/YounisZA22,
author = {Raneen Younis and
Sergej Zerr and
Zahra Ahmadi},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {Multivariate Time Series Analysis: An Interpretable CNN-based Model},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--10},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032335},
doi = {10.1109/DSAA54385.2022.10032335},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/YounisZA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ZaidiKRK22,
author = {Noorain Zaidi and
Priya Kumari and
Sutharshan Rajasegarar and
Chandan K. Karmakar},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {Machine Learning Aided Minimal Sensor based Hand Gesture Character
Recognition},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--9},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032406},
doi = {10.1109/DSAA54385.2022.10032406},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/ZaidiKRK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ZengLSSZ22,
author = {Xiang Zeng and
Yujia Liu and
Xin Song and
Yingdan Shang and
Bin Zhou},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {TiSA: a Time Interval Aware Self-Attention model for Popularity Prediction
on Social Networks},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--7},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032388},
doi = {10.1109/DSAA54385.2022.10032388},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/ZengLSSZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ZhangCST22,
author = {Chuanhui Zhang and
Junxiao Chen and
Tao Shu and
Jinghua Tan},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {Enterprise Event Risk Detection Based on Supply Chain Contagion},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--10},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032453},
doi = {10.1109/DSAA54385.2022.10032453},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/ZhangCST22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ZhangL22,
author = {Lin Zhang and
Rui Li},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {A Large-scale Friend Suggestion Architecture},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--9},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032355},
doi = {10.1109/DSAA54385.2022.10032355},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/ZhangL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ZhangLK22,
author = {Guoxi Zhang and
Jiyi Li and
Hisashi Kashima},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {Improving Pairwise Rank Aggregation via Querying for Rank Difference},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--9},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032454},
doi = {10.1109/DSAA54385.2022.10032454},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/ZhangLK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ZhangLXZ22,
author = {Zhiyong Zhang and
Ruyu Liu and
En Xie and
Guodao Zhang},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {Large Scale Point Cloud Classification Base on Graph-MLP++},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--6},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032415},
doi = {10.1109/DSAA54385.2022.10032415},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/ZhangLXZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ZhangMLB22,
author = {Lin Zhang and
Nicholas Moskwa and
Melinda Larsen and
Petko Bogdanov},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {Unsupervised Instance and Subnetwork Selection for Network Data},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--10},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032410},
doi = {10.1109/DSAA54385.2022.10032410},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/ZhangMLB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ZhaoGJWJ22,
author = {Shuo Zhao and
Zhongwen Guo and
Sining Jiang and
Hao Wang and
Wei Jing},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {A Fast Block-Based Feature Method for Low Cost Dynamic Objects Detection},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--8},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032422},
doi = {10.1109/DSAA54385.2022.10032422},
timestamp = {Sun, 06 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/ZhaoGJWJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ZhaoRSWLZ22,
author = {Yaping Zhao and
Ramgopal Ravi and
Shuhui Shi and
Zhongrui Wang and
Edmund Y. Lam and
Jichang Zhao},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {{PATE:} Property, Amenities, Traffic and Emotions Coming Together
for Real Estate Price Prediction},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--10},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032416},
doi = {10.1109/DSAA54385.2022.10032416},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/ZhaoRSWLZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ZhaoSRWLZ22,
author = {Yaping Zhao and
Shuhui Shi and
Ramgopal Ravi and
Zhongrui Wang and
Edmund Y. Lam and
Jichang Zhao},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {{H4M:} Heterogeneous, Multi-source, Multi-modal, Multi-view and Multi-distributional
Dataset for Socioeconomic Analytics in the Case of Beijing},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--10},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032424},
doi = {10.1109/DSAA54385.2022.10032424},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/ZhaoSRWLZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ZhaoW22,
author = {Xiaoxuan Zhao and
Qingxiang Wang},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {Depression Detection Based on Human Simple Kinematic Skeletal Data},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--2},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032376},
doi = {10.1109/DSAA54385.2022.10032376},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/ZhaoW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ZhaoW22a,
author = {Ju Zhao and
Qingxiang Wang},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {Eye Movement Attention Based Depression Detection Model},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--2},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032433},
doi = {10.1109/DSAA54385.2022.10032433},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/ZhaoW22a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ZhaoWL22,
author = {Yaping Zhao and
Zhongrui Wang and
Edmund Y. Lam},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {Improving Source Localization by Perturbing Graph Diffusion},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--9},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032349},
doi = {10.1109/DSAA54385.2022.10032349},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/ZhaoWL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ZhaoWWQWX22,
author = {Chendong Zhao and
Jianzong Wang and
Wenqi Wei and
Xiaoyang Qu and
Haoqian Wang and
Jing Xiao},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {Adaptive Sparse and Monotonic Attention for Transformer-based Automatic
Speech Recognition},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--8},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032360},
doi = {10.1109/DSAA54385.2022.10032360},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/ZhaoWWQWX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ZhaoWZW22,
author = {Huan Zhao and
Haoqian Wang and
Xupeng Zha and
Song Wang},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {Cross-Modal Image-Text Matching via Coupled Projection Learning Hashing},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--10},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032347},
doi = {10.1109/DSAA54385.2022.10032347},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/ZhaoWZW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ZhaoZJZGL22,
author = {Lang Zhao and
Yiqun Zhang and
Yuzhu Ji and
An Zeng and
Fangqing Gu and
Xiaopeng Luo},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {Heterogeneous Drift Learning: Classification of Mix-Attribute Data
with Concept Drifts},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--10},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032342},
doi = {10.1109/DSAA54385.2022.10032342},
timestamp = {Fri, 26 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/ZhaoZJZGL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ZhengQLL22,
author = {Jian Zheng and
Honchun Qu and
Zhoni Li and
Lin Li},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {Conformal transformation twin-hyperspheres for highly imbalanced data
to binary classification},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--6},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032448},
doi = {10.1109/DSAA54385.2022.10032448},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/ZhengQLL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ZhengYZZ22,
author = {Zhong Zheng and
Yuan{-}Ting Yan and
Yiwen Zhang and
Yanping Zhang},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {Combating Mutuality with Difficulty Factors in Multi-class Imbalanced
Data: {A} Similarity-based Hybrid Sampling},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--10},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032369},
doi = {10.1109/DSAA54385.2022.10032369},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/ZhengYZZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ZhongN22,
author = {Jinfeng Zhong and
Elsa Negre},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {A\({}^{\mbox{3}}\)R: Argumentative explanations for recommendations},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--9},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032419},
doi = {10.1109/DSAA54385.2022.10032419},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/ZhongN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ZhouBCF22,
author = {Sheng Zhou and
Pierre Blanchart and
Michel Crucianu and
Marin Ferecatu},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {Why is the prediction wrong? Towards underfitting case explanation
via meta-classification},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--9},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032332},
doi = {10.1109/DSAA54385.2022.10032332},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/ZhouBCF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ZhouLCZ22,
author = {Bodong Zhou and
Jiahui Liu and
Songyi Cui and
Yaping Zhao},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {Large-Scale Traffic Congestion Prediction based on Multimodal Fusion
and Representation Mapping},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--9},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032443},
doi = {10.1109/DSAA54385.2022.10032443},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/ZhouLCZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ZioloBSJ22,
author = {Magdalena Ziolo and
Piotr Br{\'{o}}dka and
Anna Spoz and
Jaroslaw Jankowski},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {Modeling the impact of external influence on green behaviour spreading
in multilayer financial networks},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--10},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032397},
doi = {10.1109/DSAA54385.2022.10032397},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/ZioloBSJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ZivGF22,
author = {Ran Ziv and
Ilan Gronau and
Michael Fire},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {CompanyName2Vec: Company Entity Matching based on Job Ads},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--10},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032350},
doi = {10.1109/DSAA54385.2022.10032350},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/ZivGF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/dsaa/2022,
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022},
doi = {10.1109/DSAA54385.2022},
isbn = {978-1-6654-7330-9},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/2022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/AhnJK21,
author = {Dawon Ahn and
Jun{-}Gi Jang and
U Kang},
title = {Time-Aware Tensor Decomposition for Sparse Tensors},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--2},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564142},
doi = {10.1109/DSAA53316.2021.9564142},
timestamp = {Fri, 22 Oct 2021 15:23:43 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/AhnJK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/AliWYLC21,
author = {Khurshed Ali and
Chih{-}Yu Wang and
Mi{-}Yen Yeh and
Cheng{-}Te Li and
Yi{-}Shin Chen},
title = {{NEDRL-CIM:} Network Embedding Meets Deep Reinforcement Learning to
Tackle Competitive Influence Maximization on Evolving Social Networks},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--9},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564111},
doi = {10.1109/DSAA53316.2021.9564111},
timestamp = {Mon, 25 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/AliWYLC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/AlsaidiDLMMC21,
author = {Safa Alsaidi and
Amandine Decker and
Puthineath Lay and
Esteban Marquer and
Pierre{-}Alexandre Murena and
Miguel Couceiro},
title = {A Neural Approach for Detecting Morphological Analogies},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--10},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564186},
doi = {10.1109/DSAA53316.2021.9564186},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/AlsaidiDLMMC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/AltarabichiFPMN21,
author = {Mohammed Ghaith Altarabichi and
Yuantao Fan and
Sepideh Pashami and
Peyman Sheikholharam Mashhadi and
Slawomir Nowaczyk},
title = {Extracting Invariant Features for Predicting State of Health of Batteries
in Hybrid Energy Buses},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564184},
doi = {10.1109/DSAA53316.2021.9564184},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/AltarabichiFPMN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/AlvesABCN21,
author = {Guilherme Alves and
Maxime Amblard and
Fabien Bernier and
Miguel Couceiro and
Amedeo Napoli},
title = {Reducing Unintended Bias of {ML} Models on Tabular and Textual Data},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--10},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564112},
doi = {10.1109/DSAA53316.2021.9564112},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/AlvesABCN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/Amer-YahiaBC21,
author = {Sihem Amer{-}Yahia and
Laure Berti{-}{\'{E}}quille and
Abdelouahab Chibah},
title = {A Framework for Statistically-Sound Customer Segment Search},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--10},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564199},
doi = {10.1109/DSAA53316.2021.9564199},
timestamp = {Fri, 22 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/Amer-YahiaBC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/AttouiM21,
author = {Seif{-}Eddine Attoui and
Maroua Meddeb},
title = {A generic framework for forecasting short-term traffic conditions
on urban highways},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--10},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564192},
doi = {10.1109/DSAA53316.2021.9564192},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/AttouiM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/AussetCPCP21,
author = {Guillaume Ausset and
Tom Ciffreo and
Fran{\c{c}}ois Portier and
St{\'{e}}phan Cl{\'{e}}men{\c{c}}on and
Timoth{\'{e}}e Papin},
title = {Individual Survival Curves with Conditional Normalizing Flows},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--10},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564222},
doi = {10.1109/DSAA53316.2021.9564222},
timestamp = {Fri, 22 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/AussetCPCP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/BenavoliAP21,
author = {Alessio Benavoli and
Dario Azzimonti and
Dario Piga},
title = {A Unified Framework for Closed-Form Nonparametric Regression, Classification,
Preference and Mixed Problems with Skew Gaussian Processes},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--2},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564217},
doi = {10.1109/DSAA53316.2021.9564217},
timestamp = {Fri, 22 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/BenavoliAP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/BenavoliC21,
author = {Alessio Benavoli and
Cassio P. de Campos},
title = {Bayesian Independence Test with Mixed-type Variables},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--13},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564124},
doi = {10.1109/DSAA53316.2021.9564124},
timestamp = {Fri, 22 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/BenavoliC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/BhattacharjeeKB21,
author = {Mayukh Bhattacharjee and
Hema Sri Kambhampati and
Paula Branco and
Lu{\'{\i}}s Torgo},
title = {Active Learning for Imbalanced Domains: the {ALOD} and {ALOD-RE} Algorithms},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--10},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564145},
doi = {10.1109/DSAA53316.2021.9564145},
timestamp = {Fri, 22 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/BhattacharjeeKB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/BoudabousCLG21,
author = {Safa Boudabous and
St{\'{e}}phan Cl{\'{e}}men{\c{c}}on and
Houda Labiod and
Julian Garbiso},
title = {Dynamic Graph Convolutional {LSTM} application for traffic flow estimation
from error-prone measurements: results and transferability analysis},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--10},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564206},
doi = {10.1109/DSAA53316.2021.9564206},
timestamp = {Fri, 22 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/BoudabousCLG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/BoudabousCLG21a,
author = {Safa Boudabous and
St{\'{e}}phan Cl{\'{e}}men{\c{c}}on and
Houda Labiod and
Julian Garbiso},
title = {Dynamic Graph Convolutional {LSTM} application for traffic flow estimation
from error-prone measurements: results and transferability analysis},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--10},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564245},
doi = {10.1109/DSAA53316.2021.9564245},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/BoudabousCLG21a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/CaiZN21,
author = {Yi Cai and
Arthur Zimek and
Eirini Ntoutsi},
title = {XPROAX-Local explanations for text classification with progressive
neighborhood approximation},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--10},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564153},
doi = {10.1109/DSAA53316.2021.9564153},
timestamp = {Thu, 13 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/CaiZN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ChakrabartiSJRB21,
author = {Arnab Chakrabarti and
Ravi Prasanna Sukumar and
Matthias Jarke and
Maximilian Rudack and
Paul Buske and
Carlo Holly},
title = {Efficient Modeling of Digital Shadows for Production Processes: {A}
Case Study for Quality Prediction in High Pressure Die Casting Processes},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--9},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564113},
doi = {10.1109/DSAA53316.2021.9564113},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/ChakrabartiSJRB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ChanajittPG21,
author = {Rajchada Chanajitt and
Bernhard Pfahringer and
Heitor Murilo Gomes},
title = {Combining Static and Dynamic Analysis to Improve Machine Learning-based
Malware Classification},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--10},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564144},
doi = {10.1109/DSAA53316.2021.9564144},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/ChanajittPG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ChenP21,
author = {Zaiqian Chen and
Joonsuk Park},
title = {Analyzing Cultural Assimilation through the Lens of Yelp Restaurant
Reviews},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--10},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564170},
doi = {10.1109/DSAA53316.2021.9564170},
timestamp = {Fri, 22 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/ChenP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ChenRMDTR21,
author = {Hao Chen and
Ben van Rijnsoever and
Marcel Molenhuis and
Dennis van Dijk and
Yao{-}Hua Tan and
Boriana Rukanova},
title = {The use of machine learning to identify the correctness of {HS} Code
for the customs import declarations},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--8},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564203},
doi = {10.1109/DSAA53316.2021.9564203},
timestamp = {Fri, 22 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/ChenRMDTR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ColchadoVL21,
author = {Luis E. Colchado and
Edwin Villanueva and
Jos{\'{e}} Ochoa Luna},
title = {A Neural Network Architecture with an Attention-based Layer for Spatial
Prediction of Fine Particulate Matter},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--10},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564200},
doi = {10.1109/DSAA53316.2021.9564200},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/ColchadoVL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/Coma-PuigC21,
author = {Bernat Coma{-}Puig and
Josep Carmona},
title = {Non-Technical Losses Detection in Energy Consumption Focusing on Energy
Recovery and Explainability: Extended Abstract},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--2},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564167},
doi = {10.1109/DSAA53316.2021.9564167},
timestamp = {Thu, 09 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/Coma-PuigC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/DasSHPA21,
author = {Siddhartha Shankar Das and
Edoardo Serra and
Mahantesh Halappanavar and
Alex Pothen and
Ehab Al{-}Shaer},
title = {{V2W-BERT:} {A} Framework for Effective Hierarchical Multiclass Classification
of Software Vulnerabilities},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--12},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564227},
doi = {10.1109/DSAA53316.2021.9564227},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/DasSHPA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/DavariVRPG21,
author = {Narjes Davari and
Bruno Veloso and
Rita P. Ribeiro and
Pedro Mota Pereira and
Jo{\~{a}}o Gama},
title = {Predictive maintenance based on anomaly detection using deep learning
for air production unit in the railway industry},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--10},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564181},
doi = {10.1109/DSAA53316.2021.9564181},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/DavariVRPG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/FarimaniJFH21,
author = {Saeede Anbaee Farimani and
Majid Vafaei Jahan and
Amin Milani Fard and
Gholamreza Haffari},
title = {Leveraging Latent Economic Concepts and Sentiments in the News for
Market Prediction},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--10},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564122},
doi = {10.1109/DSAA53316.2021.9564122},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/FarimaniJFH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/FernandesAGA21,
author = {Sofia Fernandes and
M{\'{a}}rio Antunes and
Diogo Gomes and
Rui L. Aguiar},
title = {Misalignment problem in matrix decomposition with missing values},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--2},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564115},
doi = {10.1109/DSAA53316.2021.9564115},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/FernandesAGA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/GaldemanBZG21,
author = {Alessia Galdeman and
Cheick Tidiane Ba and
Matteo Zignani and
Sabrina Gaito},
title = {A Multilayer Network Perspective on Customer Segmentation Through
Cashless Payment Data},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--10},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564187},
doi = {10.1109/DSAA53316.2021.9564187},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/GaldemanBZG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/GaoWL21,
author = {Fuchen Gao and
Zhanquan Wang and
Zhenguang Liu},
title = {Parallel Multi-Graph Convolution Network For Metro Passenger Volume
Prediction},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--10},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564196},
doi = {10.1109/DSAA53316.2021.9564196},
timestamp = {Fri, 22 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/GaoWL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/GilpinPK21,
author = {Leilani H. Gilpin and
Vishnu Penubarthi and
Lalana Kagal},
title = {Explaining Multimodal Errors in Autonomous Vehicles},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--10},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564178},
doi = {10.1109/DSAA53316.2021.9564178},
timestamp = {Fri, 22 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/GilpinPK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/GuanZMLW21,
author = {Hongjiao Guan and
Yingtao Zhang and
Bin Ma and
Jian Li and
Chunpeng Wang},
title = {A Generalized Optimization Embedded Framework of Undersampling Ensembles
for Imbalanced Classification},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--10},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564116},
doi = {10.1109/DSAA53316.2021.9564116},
timestamp = {Mon, 13 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/GuanZMLW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/GuoWLWZS21,
author = {Wei Guo and
Shoujin Wang and
Wenpeng Lu and
Hao Wu and
Qian Zhang and
Zhufeng Shao},
title = {Sequential Dependency Enhanced Graph Neural Networks for Session-based
Recommendations},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--10},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564224},
doi = {10.1109/DSAA53316.2021.9564224},
timestamp = {Fri, 30 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/GuoWLWZS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/HalsteadKRPPBOC21,
author = {Ben Halstead and
Yun Sing Koh and
Patricia Riddle and
Russel Pears and
Mykola Pechenizkiy and
Albert Bifet and
Gustavo Olivares and
Guy Coulson},
title = {Analyzing and Repairing Concept Drift Adaptation in Data Stream Classification},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--2},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564191},
doi = {10.1109/DSAA53316.2021.9564191},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/HalsteadKRPPBOC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/HamayunI21,
author = {Muhammad Sibtain Hamayun and
Olga Ivina},
title = {Opportunistic Resource Allocation driven by pattern recognition to
attain High Availability in Vision based Edge Compute Systems},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--3},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564215},
doi = {10.1109/DSAA53316.2021.9564215},
timestamp = {Fri, 22 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/HamayunI21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/HettiarachchiAB21,
author = {Hansi Hettiarachchi and
Mariam Adedoyin{-}Olowe and
Jagdev Bhogal and
Mohamed Medhat Gaber},
title = {Embed2Detect: Temporally Clustered Embedded Words for Event Detection
in Social Media: Extended Abstract},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--2},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564110},
doi = {10.1109/DSAA53316.2021.9564110},
timestamp = {Fri, 22 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/HettiarachchiAB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/HoseinSJ21,
author = {Patrick Hosein and
Gabriela Sewdhan and
Aviel Jailal},
title = {Soft-Churn: Optimal Switching between Prepaid Data Subscriptions on
{E-SIM} support Smartphones},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564163},
doi = {10.1109/DSAA53316.2021.9564163},
timestamp = {Mon, 15 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/HoseinSJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/JakubowskiSBN21,
author = {Jakub Jakubowski and
Przemyslaw Stanisz and
Szymon Bobek and
Grzegorz J. Nalepa},
title = {Explainable anomaly detection for Hot-rolling industrial process},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--10},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564228},
doi = {10.1109/DSAA53316.2021.9564228},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/JakubowskiSBN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/KangGLSB21,
author = {Bo Kang and
Dario Garc{\'{\i}}a{-}Garc{\'{\i}}a and
Jefrey Lijffijt and
Ra{\'{u}}l Santos{-}Rodr{\'{\i}}guez and
Tijl De Bie},
title = {Conditional t-SNE: More informative t-SNE embeddings},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--2},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564212},
doi = {10.1109/DSAA53316.2021.9564212},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/KangGLSB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/KarimDISMHHD21,
author = {Md. Rezaul Karim and
Sumon Kanti Dey and
Tanhim Islam and
Sagor Sarker and
Mehadi Hasan Menon and
Kabir Hossain and
Md. Azam Hossain and
Stefan Decker},
title = {DeepHateExplainer: Explainable Hate Speech Detection in Under-resourced
Bengali Language},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--10},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564230},
doi = {10.1109/DSAA53316.2021.9564230},
timestamp = {Fri, 22 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/KarimDISMHHD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/KhoshraftarMA21,
author = {Shima Khoshraftar and
Sedigheh Mahdavi and
Aijun An},
title = {Centrality-based Interpretability Measures for Graph Embeddings},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--10},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564221},
doi = {10.1109/DSAA53316.2021.9564221},
timestamp = {Fri, 22 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/KhoshraftarMA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/KimOK21,
author = {Kijun Kim and
Shimpei Ohsugi and
Noboru Koshizuka},
title = {Machine Learning Model for Frailty Detectxion using Electric Power
Consumption Data from Smart Meter},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--9},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564127},
doi = {10.1109/DSAA53316.2021.9564127},
timestamp = {Fri, 22 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/KimOK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/KoziarskiBW21,
author = {Michal Koziarski and
Colin Bellinger and
Michal Wozniak},
title = {{RB-CCR:} Radial-Based Combined Cleaning and Resampling algorithm
for imbalanced data classification},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--2},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564135},
doi = {10.1109/DSAA53316.2021.9564135},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/KoziarskiBW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/Krawczyk21,
author = {Bartosz Krawczyk},
title = {Tensor Decision Trees for Continual Learning from Drifting Data Streams},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--2},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564150},
doi = {10.1109/DSAA53316.2021.9564150},
timestamp = {Fri, 22 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/Krawczyk21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/KukBN21,
author = {Michal Kuk and
Szymon Bobek and
Grzegorz J. Nalepa},
title = {Explainable clustering with multidimensional bounding boxes},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--10},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564220},
doi = {10.1109/DSAA53316.2021.9564220},
timestamp = {Wed, 03 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/KukBN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/LeungPS21,
author = {Carson K. Leung and
Adam G. M. Pazdor and
Joglas Souza},
title = {Explainable Artificial Intelligence for Data Science on Customer Churn},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--10},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564166},
doi = {10.1109/DSAA53316.2021.9564166},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/LeungPS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/LiLL21,
author = {Yinan Li and
Fang Liu and
Xiao Liu},
title = {Adaptive Noisy Data Augmentation for Regularized Construction of Undirected
Graphical Models},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--10},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564128},
doi = {10.1109/DSAA53316.2021.9564128},
timestamp = {Fri, 17 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/LiLL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/LinWC21,
author = {Suwen Lin and
Xian Wu and
Nitesh V. Chawla},
title = {motif2vec: Semantic-aware Representation Learning for Wearables' Time
Series Data},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--10},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564120},
doi = {10.1109/DSAA53316.2021.9564120},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/LinWC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/LubberingGRBS21,
author = {Max L{\"{u}}bbering and
Michael Gebauer and
Rajkumar Ramamurthy and
Christian Bauckhage and
Rafet Sifa},
title = {Decoupling Autoencoders for Robust One-vs-Rest Classification},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--10},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564136},
doi = {10.1109/DSAA53316.2021.9564136},
timestamp = {Fri, 22 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/LubberingGRBS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/MaS21,
author = {Ziye Ma and
Somayeh Sojoudi},
title = {A Sequential Framework Towards an Exact {SDP} Verification of Neural
Networks},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--8},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564161},
doi = {10.1109/DSAA53316.2021.9564161},
timestamp = {Fri, 22 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/MaS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/MathonatNBK21,
author = {Romain Mathonat and
Diana Nurbakova and
Jean{-}Fran{\c{c}}ois Boulicaut and
Mehdi Kaytoue},
title = {Anytime Subgroup Discovery in High Dimensional Numerical Data},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--10},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564223},
doi = {10.1109/DSAA53316.2021.9564223},
timestamp = {Fri, 22 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/MathonatNBK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/MatsueS21,
author = {Kiyotaka Matsue and
Mahito Sugiyama},
title = {Unsupervised Tensor based Feature Extraction and Outlier Detection
for Multivariate Time Series},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--12},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564117},
doi = {10.1109/DSAA53316.2021.9564117},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/MatsueS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/MondalMKCR21,
author = {Anirban Mondal and
Raghav Mittal and
Vrinda Khandelwal and
Parul Chaudhary and
P. Krishna Reddy},
title = {{PEAR:} {A} Product Expiry-Aware and Revenue-Conscious Itemset Placement
Scheme},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--10},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564189},
doi = {10.1109/DSAA53316.2021.9564189},
timestamp = {Fri, 22 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/MondalMKCR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/NguyenDBBHPO21,
author = {Viet Yen Nguyen and
Andr{\'{e}}a B. Duque and
Jules Belveze and
Lukas D. Baker and
Astrid Harsaae and
Pedro Pessoa and
In{\^{e}}s Oliveira},
title = {Atlastic Reputation {AI:} Four Years of Advancing and Applying a {SOTA}
{NLP} Classifier},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--2},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564190},
doi = {10.1109/DSAA53316.2021.9564190},
timestamp = {Fri, 22 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/NguyenDBBHPO21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/NguyenKWMSKB21,
author = {Duc Anh Nguyen and
Jiawen Kong and
Hao Wang and
Stefan Menzel and
Bernhard Sendhoff and
Anna V. Kononova and
Thomas B{\"{a}}ck},
title = {Improved Automated {CASH} Optimization with Tree Parzen Estimators
for Class Imbalance Problems},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--9},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564147},
doi = {10.1109/DSAA53316.2021.9564147},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/NguyenKWMSKB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ObaTSW21,
author = {Yuki Oba and
Taro Tezuka and
Masaru Sanuki and
Yukiko Wagatsuma},
title = {Interpretable Prediction of Diabetes from Tabular Health Screening
Records Using an Attentional Neural Network},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--11},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564151},
doi = {10.1109/DSAA53316.2021.9564151},
timestamp = {Wed, 03 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/ObaTSW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/OliveiraLJ21,
author = {Sofia Oliveira and
Daniel Loureiro and
Al{\'{\i}}pio Jorge},
title = {Improving Portuguese Semantic Role Labeling with Transformers and
Transfer Learning},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--9},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564238},
doi = {10.1109/DSAA53316.2021.9564238},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/OliveiraLJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/PabonBTGPM21,
author = {Oswaldo Solarte Pab{\'{o}}n and
Alberto Bl{\'{a}}zquez{-}Herranz and
Maria Torrente and
Alejandro Rodr{\'{\i}}guez Gonz{\'{a}}lez and
Mariano Provencio and
Ernestina Menasalvas},
title = {Extracting Cancer Treatments from Clinical Text written in Spanish:
{A} Deep Learning Approach},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564137},
doi = {10.1109/DSAA53316.2021.9564137},
timestamp = {Fri, 22 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/PabonBTGPM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/PangGM21,
author = {Di Pang and
Katerina Goseva{-}Popstojanova and
Maura Mclaughlin},
title = {Hybrid Recommender System for Detection of Rare Cases Applied to Pulsar
Candidate Selection},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--10},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564139},
doi = {10.1109/DSAA53316.2021.9564139},
timestamp = {Fri, 22 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/PangGM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ParolinKOBDH21,
author = {Erick Skorupa Parolin and
Latifur Khan and
Javier Osorio and
Patrick T. Brandt and
Vito D'Orazio and
Jennifer S. Holmes},
title = {3M-Transformers for Event Coding on Organized Crime Domain},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--10},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564232},
doi = {10.1109/DSAA53316.2021.9564232},
timestamp = {Fri, 22 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/ParolinKOBDH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/PeiHIP21,
author = {Yulong Pei and
Tianjin Huang and
Werner van Ipenburg and
Mykola Pechenizkiy},
title = {ResGCN: Attention-based Deep Residual Modeling for Anomaly Detection
on Attributed Networks},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--2},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564233},
doi = {10.1109/DSAA53316.2021.9564233},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/PeiHIP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/PintoPN21,
author = {Jos{\'{e}} Pedro Pinto and
Andr{\'{e}} Pimenta and
Paulo Novais},
title = {Deep Learning and Multivariate Time Series for Cheat Detection in
Video Games},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--2},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564219},
doi = {10.1109/DSAA53316.2021.9564219},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/PintoPN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/PriyadarshiCN21,
author = {Priyadarshi and
Anish Chaugule and
Maitreya Natu},
title = {Mining Mavericks - {A} data-driven approach to detect spend leakage},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--2},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564194},
doi = {10.1109/DSAA53316.2021.9564194},
timestamp = {Fri, 22 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/PriyadarshiCN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/PugaNUSSS21,
author = {Clara Puga and
Uli Niemann and
Vishnu Unnikrishnan and
Miro Schleicher and
Winfried Schlee and
Myra Spiliopoulou},
title = {Discovery of Patient Phenotypes through Multi-layer Network Analysis
on the Example of Tinnitus},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--10},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564158},
doi = {10.1109/DSAA53316.2021.9564158},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/PugaNUSSS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/RahimianOT21,
author = {Pegah Rahimian and
Afshin Oroojlooy and
L{\'{a}}szl{\'{o}} Toka},
title = {Towards optimized actions in critical situations of soccer games with
deep reinforcement learning},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--12},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564207},
doi = {10.1109/DSAA53316.2021.9564207},
timestamp = {Fri, 22 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/RahimianOT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/RamlalH21,
author = {Karesia Ramlal and
Patrick Hosein},
title = {A Personalized Overdraft Protection Framework},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--8},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564162},
doi = {10.1109/DSAA53316.2021.9564162},
timestamp = {Mon, 15 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/RamlalH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/RedondoRVOHTMPG21,
author = {Arturo Redondo and
Bel{\'{e}}n R{\'{\i}}os{-}S{\'{a}}nchez and
Guillermo Vigueras and
Bel{\'{e}}n Otero and
Roberto Hern{\'{a}}ndez L{\'{o}}pez and
Maria Torrente and
Ernestina Menasalvas and
Mariano Provencio and
Alejandro Rodr{\'{\i}}guez Gonz{\'{a}}lez},
title = {Towards Treatment Patterns Validation in Lung Cancer Patients},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--8},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564176},
doi = {10.1109/DSAA53316.2021.9564176},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/RedondoRVOHTMPG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/RemilBPRK21,
author = {Youcef Remil and
Anes Bendimerad and
Marc Plantevit and
C{\'{e}}line Robardet and
Mehdi Kaytoue},
title = {Interpretable Summaries of Black Box Incident Triaging with Subgroup
Discovery},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--10},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564164},
doi = {10.1109/DSAA53316.2021.9564164},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/RemilBPRK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/Rivera-CastroB21,
author = {Rodrigo Rivera{-}Castro and
Evgeny Burnaev},
title = {{CAUSALYSIS:} Causal Machine Learning for Real-Estate Investment Decisions},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--3},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564210},
doi = {10.1109/DSAA53316.2021.9564210},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/Rivera-CastroB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/RobinsonBMRWH21,
author = {Kayla Robinson and
Chris Billman and
Muktesh Masih and
Kevin Rose and
Xi Wang and
Kyle Hundman},
title = {A Full-Stack Machine Learning Environment for Rapidly Evolving Industry
Applications},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--3},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564174},
doi = {10.1109/DSAA53316.2021.9564174},
timestamp = {Fri, 22 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/RobinsonBMRWH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/SaadallahM21,
author = {Amal Saadallah and
Katharina Morik},
title = {Online Ensemble Aggregation using Deep Reinforcement Learning for
Time Series Forecasting},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--8},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564132},
doi = {10.1109/DSAA53316.2021.9564132},
timestamp = {Fri, 22 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/SaadallahM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/SamudralaBSVN21,
author = {Satya Samudrala and
Neha Behl and
Vikrant Shimpi and
Deepa Vaidyanathan and
Maitreya Natu},
title = {Predicting batch process to prevent business outages},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--2},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564237},
doi = {10.1109/DSAA53316.2021.9564237},
timestamp = {Fri, 22 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/SamudralaBSVN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/SaricCKCPKJ21,
author = {Rijad Saric and
Junchao Chen and
Milos Krstic and
Edhem Custovic and
Goran Panic and
Jasmin Kevric and
Dejan Jokic},
title = {Classification of Space Particle Events using Supervised Machine Learning
Algorithms},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--10},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564114},
doi = {10.1109/DSAA53316.2021.9564114},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/SaricCKCPKJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/SchwenkeA21,
author = {Leonid Schwenke and
Martin Atzmueller},
title = {Constructing Global Coherence Representations: Identifying Interpretability
and Coherences of Transformer Attention in Time Series Data},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--12},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564126},
doi = {10.1109/DSAA53316.2021.9564126},
timestamp = {Fri, 22 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/SchwenkeA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ShaHM21,
author = {Hao Sha and
Mohammad Al Hasan and
George O. Mohler},
title = {Source detection on networks using spatial temporal graph convolutional
networks},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--11},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564188},
doi = {10.1109/DSAA53316.2021.9564188},
timestamp = {Fri, 22 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/ShaHM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ShiaoP21,
author = {William Shiao and
Evangelos E. Papalexakis},
title = {Adversarially Generating Rank-Constrained Graphs},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--8},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564202},
doi = {10.1109/DSAA53316.2021.9564202},
timestamp = {Fri, 22 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/ShiaoP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ShimpiPKNB21,
author = {Vikrant Shimpi and
Aakash Patel and
Siddartha Kshirsagar and
Maitreya Natu and
Monika Bhave},
title = {Resolving the message riddle: {A} multi-pronged approach to infer
trouble tickets},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--2},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564152},
doi = {10.1109/DSAA53316.2021.9564152},
timestamp = {Fri, 22 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/ShimpiPKNB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/SuarezGH21,
author = {Juan{-}Luis Su{\'{a}}rez and
Salvador Garc{\'{\i}}a and
Francisco Herrera},
title = {Ordinal Regression with Explainable Distance Metric Learning Based
on Ordered Sequences: Extended Abstract},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--2},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564133},
doi = {10.1109/DSAA53316.2021.9564133},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/SuarezGH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/TorresFB21,
author = {Rocio Nahime Torres and
Piero Fraternali and
Andrea Biscontini},
title = {On the Use of Class Activation Maps in Remote Sensing: the case of
Illegal Landfills},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--10},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564243},
doi = {10.1109/DSAA53316.2021.9564243},
timestamp = {Fri, 22 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/TorresFB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/UddagiriRRM21,
author = {Venkata Sai Vivek Uddagiri and
Shankara Narayanan Bangalore Ramalingam and
Mahmoud Rahat and
Peyman Sheikholharam Mashhadi},
title = {Predicting hybrid vehicles' fuel and electric consumption using multitask
learning},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564121},
doi = {10.1109/DSAA53316.2021.9564121},
timestamp = {Fri, 22 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/UddagiriRRM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/WatanabeY21,
author = {Satoru Watanabe and
Hayato Yamana},
title = {Overfitting Measurement of Deep Neural Networks Using No Data},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--10},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564119},
doi = {10.1109/DSAA53316.2021.9564119},
timestamp = {Fri, 22 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/WatanabeY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/WatsonDR21,
author = {Alex Watson and
Suvam Kumar Das and
Suprio Ray},
title = {DaskDB: Scalable Data Science with Unified Data Analytics and In Situ
Query Processing},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--10},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564218},
doi = {10.1109/DSAA53316.2021.9564218},
timestamp = {Fri, 22 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/WatsonDR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/WuQCSSBMTLZU21,
author = {Huijun Wu and
Xiaoyao Qian and
Hulya Pamukcu Crowell and
Tushar Singh and
Aleks Shulman and
Prashil Bhimani and
Abhishek Maloo and
Chunxu Tang and
Yao Li and
Lu Zhang and
Chris Ulherr},
title = {Migrate On-Premises Real-Time Data Analytics Jobs Into the Cloud},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--2},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564177},
doi = {10.1109/DSAA53316.2021.9564177},
timestamp = {Fri, 22 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/WuQCSSBMTLZU21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/YanDZW21,
author = {Cairong Yan and
Anan Ding and
Yanting Zhang and
Zijian Wang},
title = {Learning Fashion Similarity Based on Hierarchical Attribute Embedding},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--8},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564236},
doi = {10.1109/DSAA53316.2021.9564236},
timestamp = {Fri, 04 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/YanDZW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/YanHWZ21,
author = {Cairong Yan and
Haixia Han and
Zijian Wang and
Yanting Zhang},
title = {Two-Phase Multi-armed Bandit for Online Recommendation},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--8},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564225},
doi = {10.1109/DSAA53316.2021.9564225},
timestamp = {Fri, 04 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/YanHWZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/YanehsariFR21,
author = {Noorali Raeeji Yanehsari and
Hadi Fanaee{-}T and
Mahmoud Rahat},
title = {A Data-Driven Approach based on Tensor Completion for Replacing "Physical
Sensors" with "Virtual Sensors"},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564118},
doi = {10.1109/DSAA53316.2021.9564118},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/YanehsariFR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/YangWZZSLS21,
author = {Cong Yang and
Wenfeng Wang and
Yunhui Zhang and
Zhikai Zhang and
Lina Shen and
Yipeng Li and
John See},
title = {MLife: {A} Lite Framework for Machine Learning Lifecycle Initialization},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--2},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564172},
doi = {10.1109/DSAA53316.2021.9564172},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/YangWZZSLS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ZacariasWRM21,
author = {Alejandro Gabriel Villanueva Zacarias and
Christian Weber and
Peter Reimann and
Bernhard Mitschang},
title = {AssistML: {A} Concept to Recommend {ML} Solutions for Predictive Use
Cases},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--12},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564168},
doi = {10.1109/DSAA53316.2021.9564168},
timestamp = {Fri, 22 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/ZacariasWRM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ZafarABCL21,
author = {Paul{-}Emile Zafar and
Youssef Achenchabe and
Alexis Bondu and
Antoine Cornu{\'{e}}jols and
Vincent Lemaire},
title = {Early Classification of Time Series: Cost-based multiclass Algorithms},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--10},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564134},
doi = {10.1109/DSAA53316.2021.9564134},
timestamp = {Fri, 22 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/ZafarABCL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ZhangC21,
author = {Wei Zhang and
Chris Challis},
title = {Learning User Preferences Without Feedbacks},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--2},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564131},
doi = {10.1109/DSAA53316.2021.9564131},
timestamp = {Fri, 22 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/ZhangC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ZhangLL21,
author = {Lijun Zhang and
Ning Li and
Zhanhuai Li},
title = {An Overview on Supervised Semi-structured Data Classification},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--10},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564205},
doi = {10.1109/DSAA53316.2021.9564205},
timestamp = {Tue, 19 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/ZhangLL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ZhangZSZW21,
author = {Yunxiao Zhang and
Xiaochuan Zhang and
Tianlong Shen and
Yuan Zhou and
Zhiyuan Wang},
title = {Feature-Option-Action: {A} domain adaption transfer reinforcement
learning framework},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--12},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564185},
doi = {10.1109/DSAA53316.2021.9564185},
timestamp = {Fri, 22 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/ZhangZSZW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ZhaoPACLH21,
author = {Xing Zhao and
Manos Papagelis and
Aijun An and
Bao Xin Chen and
Junfeng Liu and
Yonggang Hu},
title = {ZipLine: An Optimized Algorithm for the Elastic Bulk Synchronous Parallel
Model},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--2},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564235},
doi = {10.1109/DSAA53316.2021.9564235},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/ZhaoPACLH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/dsaa/2021,
title = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021},
doi = {10.1109/DSAA53316.2021},
isbn = {978-1-6654-2099-0},
timestamp = {Fri, 22 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/2021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/0001CMC20,
author = {Md. Rezaul Karim and
Bharathi Raja Chakravarthi and
John P. McCrae and
Michael Cochez},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Classification Benchmarks for Under-resourced Bengali Language based
on Multichannel Convolutional-LSTM Network},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {390--399},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00053},
doi = {10.1109/DSAA49011.2020.00053},
timestamp = {Tue, 24 Nov 2020 12:27:16 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/0001CMC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/0001PZ20,
author = {Joon{-}Seok Kim and
Dieter Pfoser and
Andreas Z{\"{u}}fle},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Vehicle Relocation for Ride-Hailing},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {589--598},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00074},
doi = {10.1109/DSAA49011.2020.00074},
timestamp = {Tue, 24 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/0001PZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/AdriaensMLB20,
author = {Florian Adriaens and
Alexandru Mara and
Jefrey Lijffijt and
Tijl De Bie},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Block-Approximated Exponential Random Graphs},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {70--80},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00019},
doi = {10.1109/DSAA49011.2020.00019},
timestamp = {Tue, 24 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/AdriaensMLB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/AikohIS20,
author = {Kazuhide Aikoh and
Yuya Isoda and
Ken Sugimoto},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Data Profiling Method for Metadata Management},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {779--780},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00113},
doi = {10.1109/DSAA49011.2020.00113},
timestamp = {Tue, 24 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/AikohIS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/AliIBZ20,
author = {Sheraz Ali and
Muhammad Maaz Irfan and
Abubakar Bomai and
Chuan Zhao},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Towards Privacy-Preserving Deep Learning: Opportunities and Challenges},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {673--682},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00077},
doi = {10.1109/DSAA49011.2020.00077},
timestamp = {Tue, 24 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/AliIBZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/AlmaghrabiC20,
author = {Maram Almaghrabi and
Girija Chetty},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Improving Sentiment Analysis in Arabic and English Languages by Using
Multi-Layer Perceptron Model {(MLP)}},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {745--746},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00095},
doi = {10.1109/DSAA49011.2020.00095},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/AlmaghrabiC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/AlnegheimishAAA20,
author = {Sarah Alnegheimish and
Najat Alrashed and
Faisal Aleissa and
Shahad Althobaiti and
Dongyu Liu and
Mansour Alsaleh and
Kalyan Veeramachaneni},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Cardea: An Open Automated Machine Learning Framework for Electronic
Health Records},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {536--545},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00068},
doi = {10.1109/DSAA49011.2020.00068},
timestamp = {Tue, 24 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/AlnegheimishAAA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/BapnaRM20,
author = {Chinmay Bapna and
Krishna Reddy Polepalli and
Anirban Mondal},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Improving Product Placement in Retail with Generalized High-Utility
Itemsets},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {60--69},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00018},
doi = {10.1109/DSAA49011.2020.00018},
timestamp = {Tue, 13 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/BapnaRM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/BauckhageBS20,
author = {Christian Bauckhage and
Michael Bortz and
Rafet Sifa},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Shells within Minimum Enclosing Balls},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {178--187},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00030},
doi = {10.1109/DSAA49011.2020.00030},
timestamp = {Tue, 24 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/BauckhageBS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/BomaiAZ20,
author = {Abubakar Bomai and
Mohammed Shujaa Aldeen and
Chuan Zhao},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Privacy-Preserving {GWAS} Computation on Outsourced Data Encrypted
under Multiple Keys Through Hybrid System},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {683--691},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00078},
doi = {10.1109/DSAA49011.2020.00078},
timestamp = {Tue, 24 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/BomaiAZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/BuroniBBRD20,
author = {Giovanni Buroni and
Yann{-}A{\"{e}}l Le Borgne and
Gianluca Bontempi and
Daniele Raimondi and
Karl Determe},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {On-Board Unit Big Data: Short-term Traffic Forecasting in Urban Transportation
Networks},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {569--578},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00072},
doi = {10.1109/DSAA49011.2020.00072},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/BuroniBBRD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/BuschjagerHM20,
author = {Sebastian Buschj{\"{a}}ger and
Philipp{-}Jan Honysz and
Katharina Morik},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Generalized Isolation Forest: Some Theory and More Applications Extended
Abstract},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {793--794},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00120},
doi = {10.1109/DSAA49011.2020.00120},
timestamp = {Tue, 24 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/BuschjagerHM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/CavusogluPS20,
author = {Izel {\c{C}}avusoglu and
Maren Pielka and
Rafet Sifa},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Adapting Established Text Representations for Predicting Review Sentiment
in Turkish},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {755--756},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00100},
doi = {10.1109/DSAA49011.2020.00100},
timestamp = {Tue, 24 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/CavusogluPS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/CeroneNSMSS20,
author = {Assunta Cerone and
Elham Naghizade and
Falk Scholer and
Devi Mallal and
Russell Skelton and
Damiano Spina},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Watch 'n' Check: Towards a Social Media Monitoring Tool to Assist
Fact-Checking Experts},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {607--613},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00085},
doi = {10.1109/DSAA49011.2020.00085},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/CeroneNSMSS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/CerratoKSE020,
author = {Mattia Cerrato and
Marius K{\"{o}}ppel and
Alexander Segner and
Roberto Esposito and
Stefan Kramer},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Fair pairwise learning to rank},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {729--738},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00083},
doi = {10.1109/DSAA49011.2020.00083},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/CerratoKSE020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ChenY0YW20,
author = {Qi Chen and
Xiaomei Yu and
Nan Liu and
Xiaoning Yuan and
Zhaojie Wang},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Personalized Course Recommendation Based on Eye-Tracking Technology
and Deep Learning},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {692--698},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00079},
doi = {10.1109/DSAA49011.2020.00079},
timestamp = {Tue, 24 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/ChenY0YW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ChiangLLP20,
author = {Meng{-}Fen Chiang and
Ee{-}Peng Lim and
Wang{-}Chien Lee and
Philips Kokoh Prasetyo},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {CO2Vec: Embeddings of Co-Ordered Networks Based on Mutual Reinforcement},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {148--157},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00027},
doi = {10.1109/DSAA49011.2020.00027},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/ChiangLLP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/CoenenAG20,
author = {Lize Coenen and
Ahmed K. A. Abdullah and
Tias Guns},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Probability of default estimation, with a reject option},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {439--448},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00058},
doi = {10.1109/DSAA49011.2020.00058},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/CoenenAG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/CondaminetZBCP20,
author = {David Condaminet and
Albrecht Zimmermann and
Bastien Billiot and
Bruno Cr{\'{e}}milleux and
Sylvain Pluchon},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Using Data Science to Improve the Identification of Plant Nutritional
Status},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {496--505},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00064},
doi = {10.1109/DSAA49011.2020.00064},
timestamp = {Tue, 24 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/CondaminetZBCP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/DementievaP20,
author = {Daryna Dementieva and
Alexander Panchenko},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Fake News Detection using Multilingual Evidence},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {775--776},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00111},
doi = {10.1109/DSAA49011.2020.00111},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/DementievaP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/DevH20,
author = {Himel Dev and
Hossein Hamooni},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Profiling {US} Restaurants from Billions of Payment Card Transactions},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {449--458},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00059},
doi = {10.1109/DSAA49011.2020.00059},
timestamp = {Tue, 24 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/DevH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/DuW20,
author = {Wei Du and
Xintao Wu},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {AdvPL: Adversarial Personalized Learning},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {90--98},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00021},
doi = {10.1109/DSAA49011.2020.00021},
timestamp = {Fri, 03 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/DuW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/DukicKS20,
author = {David Dukic and
Dominik Keca and
Dominik Stipic},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Are You Human? Detecting Bots on Twitter Using {BERT}},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {631--636},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00089},
doi = {10.1109/DSAA49011.2020.00089},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/DukicKS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/Dupre20,
author = {Damien Dupr{\'{e}}},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Urban and socio-economic correlates of property prices in Dublin's
area},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {556--562},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00070},
doi = {10.1109/DSAA49011.2020.00070},
timestamp = {Tue, 24 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/Dupre20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/Fay20,
author = {Erik M. Fay},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Measuring Indirect External Threat: {A} Time Series Sentiment Analysis
of {NATO} Resolutions},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {767--768},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00107},
doi = {10.1109/DSAA49011.2020.00107},
timestamp = {Tue, 24 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/Fay20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/FischerPPWPM20,
author = {Raphael Fischer and
Nico Piatkowski and
Charlotte Pelletier and
Geoffrey I. Webb and
Fran{\c{c}}ois Petitjean and
Katharina Morik},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {No Cloud on the Horizon: Probabilistic Gap Filling in Satellite Image
Series},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {546--555},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00069},
doi = {10.1109/DSAA49011.2020.00069},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/FischerPPWPM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/GardnerMJWKFK20,
author = {Josh Gardner and
Jawad Mroueh and
Natalia Jenuwine and
Noah Weaverdyck and
Samuel Krassenstein and
Arya Farahi and
Danai Koutra},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Driving with Data in the Motor City: Understanding and Predicting
Fleet Maintenance Patterns},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {380--389},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00052},
doi = {10.1109/DSAA49011.2020.00052},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/GardnerMJWKFK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/GiachanouZR20,
author = {Anastasia Giachanou and
Guobiao Zhang and
Paolo Rosso},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Multimodal Multi-image Fake News Detection},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {647--654},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00091},
doi = {10.1109/DSAA49011.2020.00091},
timestamp = {Tue, 24 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/GiachanouZR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/GkountounaPZ20,
author = {Olga Gkountouna and
Dieter Pfoser and
Andreas Z{\"{u}}fle},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Traffic Flow Estimation using Probe Vehicle Data},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {579--588},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00073},
doi = {10.1109/DSAA49011.2020.00073},
timestamp = {Tue, 24 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/GkountounaPZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/GujralP20,
author = {Ekta Gujral and
Evangelos E. Papalexakis},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {OnlineBTD: Streaming Algorithms to Track the Block Term Decomposition
of Large Tensors},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {168--177},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00029},
doi = {10.1109/DSAA49011.2020.00029},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/GujralP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/HassanMB20,
author = {Waqar Hassan and
Andr{\'{e}} Gustavo Maletzke and
Gustavo E. A. P. A. Batista},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Accurately Quantifying a Billion Instances per Second},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {1--10},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00012},
doi = {10.1109/DSAA49011.2020.00012},
timestamp = {Tue, 24 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/HassanMB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/HayashiSM20,
author = {Shota Hayashi and
Mahito Sugiyama and
Shin Matsushima},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Coordinate Descent Method for Log-linear Model on Posets},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {99--108},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00022},
doi = {10.1109/DSAA49011.2020.00022},
timestamp = {Tue, 24 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/HayashiSM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/HerathRG20,
author = {Samudra Herath and
Matthew Roughan and
Gary Glonek},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Landmarks-based Blocking Method For Large-scale Entity Resolution},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {773--774},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00110},
doi = {10.1109/DSAA49011.2020.00110},
timestamp = {Tue, 24 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/HerathRG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/HosainSPKR20,
author = {Al Amin Hosain and
Panneer Selvam Santhalingam and
Parth H. Pathak and
Jana Koseck{\'{a}} and
Huzefa Rangwala},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Body Pose and Deep Hand-shape Feature Based American Sign Language
Recognition},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {207--215},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00033},
doi = {10.1109/DSAA49011.2020.00033},
timestamp = {Tue, 24 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/HosainSPKR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/HuangZWD020,
author = {Tong Huang and
Lihua Zhou and
Lizhen Wang and
Guowang Du and
Kevin L{\"{u}}},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Attributed Network Embedding with Community Preservation},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {334--343},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00047},
doi = {10.1109/DSAA49011.2020.00047},
timestamp = {Fri, 15 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/HuangZWD020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/JainR20,
author = {Ishan Jain and
Neeraj Rattehalli},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {An Adaptive Utilization of Convolutional Matrix Methods of Neuron
Cell Segmentation with an Application Interface to Aid the Understanding
of How Memory Recall Works},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {741--742},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00093},
doi = {10.1109/DSAA49011.2020.00093},
timestamp = {Tue, 24 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/JainR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/KennedyG20,
author = {Caireann Kennedy and
Josephine Griffith},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Using markup language to differentiate between reliable and unreliable
news},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {619--625},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00087},
doi = {10.1109/DSAA49011.2020.00087},
timestamp = {Tue, 24 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/KennedyG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/Kim020,
author = {Jinwook Kim and
Min{-}Soo Kim},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Improving Neural Networks using Slice Models for Similar Classes},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {771--772},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00109},
doi = {10.1109/DSAA49011.2020.00109},
timestamp = {Tue, 24 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/Kim020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/KiranWCZTK20,
author = {R. Uday Kiran and
Yutaka Watanobe and
Bhaskar Chaudhury and
Koji Zettsu and
Masashi Toyoda and
Masaru Kitsuregawa},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Discovering Maximal Periodic-Frequent Patterns in Very Large Temporal
Databases},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {11--20},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00013},
doi = {10.1109/DSAA49011.2020.00013},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/KiranWCZTK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/KoCR20,
author = {Kabseok Ko and
Seokheon Cho and
Ramesh R. Rao},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Performance Evaluation of Low-cost PurpleAir Sensors in Ambient Air},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {563--568},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00071},
doi = {10.1109/DSAA49011.2020.00071},
timestamp = {Tue, 24 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/KoCR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/KondratiukS20,
author = {Hanna Kondratiuk and
Rafet Sifa},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Towards An Empirical and Theoretical Evaluation of Gradient Based
Approaches for finding Kernel Minimum Enclosing Balls},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {765--766},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00105},
doi = {10.1109/DSAA49011.2020.00105},
timestamp = {Tue, 24 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/KondratiukS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/KusanoHBK20,
author = {Hitoshi Kusano and
Yuji Horiguchi and
Yukino Baba and
Hisashi Kashima},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Stress Prediction from Head Motion},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {488--495},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00063},
doi = {10.1109/DSAA49011.2020.00063},
timestamp = {Tue, 24 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/KusanoHBK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/LebichotPBSHO20,
author = {Bertrand Lebichot and
Gian Marco Paldino and
Gianluca Bontempi and
Wissam Siblini and
Liyun He{-}Guelton and
Fr{\'{e}}d{\'{e}}ric Obl{\'{e}}},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Incremental learning strategies for credit cards fraud detection:
Extended abstract},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {785--786},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00116},
doi = {10.1109/DSAA49011.2020.00116},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/LebichotPBSHO20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/LeeO20,
author = {Sangyul Lee and
Hee{-}Seok Oh},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Robust Multivariate Regression on Riemannian Manifolds},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {753--754},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00099},
doi = {10.1109/DSAA49011.2020.00099},
timestamp = {Tue, 24 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/LeeO20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/LiHCZ20,
author = {Qun Li and
Changbo Hu and
Keng{-}hao Chang and
Ruofei Zhang},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Boosting Fashion Image Attributes Classification Performance with
{MT-GAN} Training Technique},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {400--409},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00054},
doi = {10.1109/DSAA49011.2020.00054},
timestamp = {Tue, 26 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/LiHCZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/LinYL20,
author = {Yusan Lin and
Peifeng Yin and
Wang{-}Chien Lee},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Economic Worth-Aware Word Embeddings},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {344--353},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00048},
doi = {10.1109/DSAA49011.2020.00048},
timestamp = {Tue, 24 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/LinYL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/LinZF20,
author = {Hongbin Lin and
Xi Zhang and
Xianghua Fu},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {A Graph Convolutional Encoder and Decoder Model for Rumor Detection},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {300--306},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00043},
doi = {10.1109/DSAA49011.2020.00043},
timestamp = {Tue, 24 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/LinZF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/LiuG20,
author = {Hongfei Liu and
Qian Gao},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {An Automatic Document Summarization Approach based on Fuzzy Ontology
and Machine Learning},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {751--752},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00098},
doi = {10.1109/DSAA49011.2020.00098},
timestamp = {Wed, 12 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/LiuG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/LiuST20,
author = {Shuo Liu and
Lisa Singh and
Kevin Tian},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Information Exposure From Relational Background Knowledge on Social
Media},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {282--291},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00041},
doi = {10.1109/DSAA49011.2020.00041},
timestamp = {Thu, 26 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/LiuST20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/LiuY0KS20,
author = {He Liu and
Xiaocheng Yang and
Huaping Liu and
Tao Kong and
Fuchun Sun},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Near-duplicated Loss for Accurate Object Localization},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {273--281},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00040},
doi = {10.1109/DSAA49011.2020.00040},
timestamp = {Mon, 18 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/LiuY0KS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/LiuZ20,
author = {Chuanren Liu and
Wenxiang Zhu},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Precision Coupon Targeting with Dynamic Customer Triage},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {420--428},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00056},
doi = {10.1109/DSAA49011.2020.00056},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/LiuZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/LonjarretRPAA20,
author = {Corentin Lonjarret and
C{\'{e}}line Robardet and
Marc Plantevit and
Roch Auburtin and
Martin Atzmueller},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Why Should {I} Trust This Item? Explaining the Recommendations of
any Model},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {526--535},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00067},
doi = {10.1109/DSAA49011.2020.00067},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/LonjarretRPAA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/LuFC20,
author = {Jiaqi Lu and
Benjamin C. M. Fung and
William K. Cheung},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Embedding for Anomaly Detection on Health Insurance Claims},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {459--468},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00060},
doi = {10.1109/DSAA49011.2020.00060},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/LuFC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/LuoJW20,
author = {Yongping Luo and
Peiquan Jin and
Shouhong Wan},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Optimal Data Placement for Data-Centric Algorithms on NVM-Based Hybrid
Memory},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {226--235},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00035},
doi = {10.1109/DSAA49011.2020.00035},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/LuoJW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/MaheshwariDRSW20,
author = {Aditi Maheshwari and
Curtis E. Dyreson and
Jennifer Reeve and
Vishal Sharma and
Anthony Whaley},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Automating and Analyzing Whole-Farm Carbon Models},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {429--438},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00057},
doi = {10.1109/DSAA49011.2020.00057},
timestamp = {Wed, 14 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/MaheshwariDRSW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/MaraLB20,
author = {Alexandru Cristian Mara and
Jefrey Lijffijt and
Tijl De Bie},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Benchmarking Network Embedding Models for Link Prediction: Are We
Making Progress?},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {138--147},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00026},
doi = {10.1109/DSAA49011.2020.00026},
timestamp = {Tue, 24 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/MaraLB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/MeghdouriVZ20,
author = {Fares Meghdouri and
F{\'{e}}lix Iglesias V{\'{a}}zquez and
Tanja Zseby},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Cross-Layer Profiling of Encrypted Network Data for Anomaly Detection},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {469--478},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00061},
doi = {10.1109/DSAA49011.2020.00061},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/MeghdouriVZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/MelKLB20,
author = {Ahmad Mel and
Bo Kang and
Jefrey Lijffijt and
Tijl De Bie},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {{FONDUE:} Framework for Node Disambiguation Using Network Embeddings},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {158--167},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00028},
doi = {10.1109/DSAA49011.2020.00028},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/MelKLB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/MukherjeeA0S20,
author = {Ananya Mukherjee and
Hema Ala and
Manish Shrivastava and
Dipti Misra Sharma},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {{MEE} : An Automatic Metric for Evaluation Using Embeddings for Machine
Translation},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {292--299},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00042},
doi = {10.1109/DSAA49011.2020.00042},
timestamp = {Tue, 31 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/MukherjeeA0S20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/NakagawaAK20,
author = {Kei Nakagawa and
Masaya Abe and
Junpei Komiyama},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {{RIC-NN:} {A} Robust Transferable Deep Learning Framework for Cross-sectional
Investment Strategy},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {370--379},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00051},
doi = {10.1109/DSAA49011.2020.00051},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/NakagawaAK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/NieZLDB20,
author = {H. Ruda Nie and
Xiuzhen Zhang and
Minyi Li and
Anil Dolgun and
James Baglin},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Modelling User Influence and Rumor Propagation on Twitter using Hawkes
Processes},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {637--646},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00090},
doi = {10.1109/DSAA49011.2020.00090},
timestamp = {Fri, 17 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/NieZLDB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/OnetoDPM20,
author = {Luca Oneto and
Michele Donini and
Massimiliano Pontil and
Andreas Maurer},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Learning Fair and Transferable Representations with Theoretical Guarantees},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {30--39},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00015},
doi = {10.1109/DSAA49011.2020.00015},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/OnetoDPM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/Orozco-AcostaAU20,
author = {Erick Orozco{-}Acosta and
Aritz Adin and
Mar{\'{\i}}a Dolores Ugarte},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Bayesian Modeling Approach in Big Data Contexts: an Application in
Spatial Epidemiology},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {749--750},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00097},
doi = {10.1109/DSAA49011.2020.00097},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/Orozco-AcostaAU20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ParaisoGRRG20,
author = {Paulo Para{\'{\i}}so and
Pedro Gomes and
Saulo Ruiz and
Lu{\'{\i}}s Rodrigues and
Jo{\~{a}}o Gama},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Using Network Features for Credit Scoring in MicroFinance: Extended
Abstract},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {783--784},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00115},
doi = {10.1109/DSAA49011.2020.00115},
timestamp = {Mon, 30 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/ParaisoGRRG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ParolinKODBH20,
author = {Erick Skorupa Parolin and
Latifur Khan and
Javier Osorio and
Vito D'Orazio and
Patrick T. Brandt and
Jennifer S. Holmes},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {{HANKE:} Hierarchical Attention Networks for Knowledge Extraction
in Political Science Domain},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {410--419},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00055},
doi = {10.1109/DSAA49011.2020.00055},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/ParolinKODBH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/PechlivanoglouA20,
author = {Tilemachos Pechlivanoglou and
Mahmoud Alsaeed and
Manos Papagelis},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {MRSweep: Distributed In-Memory Sweep-line for Scalable Object Intersection
Problems},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {324--333},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00046},
doi = {10.1109/DSAA49011.2020.00046},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/PechlivanoglouA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/PellizzoniPP20,
author = {Paolo Pellizzoni and
Andrea Pietracaprina and
Geppino Pucci},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Dimensionality-adaptive k-center in sliding windows},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {197--206},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00032},
doi = {10.1109/DSAA49011.2020.00032},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/PellizzoniPP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/PhucTYK20,
author = {Luu Huu Phuc and
Koh Takeuchi and
Makoto Yamada and
Hisashi Kashima},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Simultaneous Link Prediction on Unaligned Networks Using Graph Embedding
and Optimal Transport},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {245--254},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00037},
doi = {10.1109/DSAA49011.2020.00037},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/PhucTYK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/Piazza20,
author = {Nancirose Piazza},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Classification Between Machine Translated Text and Original Text By
Part Of Speech Tagging Representation},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {739--740},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00092},
doi = {10.1109/DSAA49011.2020.00092},
timestamp = {Tue, 24 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/Piazza20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/Pizarro20,
author = {Juan Pizarro},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Profiling Bots and Fake News Spreaders at PAN'19 and PAN'20 : Bots
and Gender Profiling 2019, Profiling Fake News Spreaders on Twitter
2020},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {626--630},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00088},
doi = {10.1109/DSAA49011.2020.00088},
timestamp = {Tue, 24 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/Pizarro20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/RaoWWK020,
author = {Aniruddha Rajendra Rao and
Qiyao Wang and
Haiyan Wang and
Hamed Khorasgani and
Chetan Gupta},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Spatio-Temporal Functional Neural Networks},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {81--89},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00020},
doi = {10.1109/DSAA49011.2020.00020},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/RaoWWK020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/SaadallahM20,
author = {Amal Saadallah and
Katharina Morik},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Active Sampling for Learning Interpretable Surrogate Machine Learning
Models},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {264--272},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00039},
doi = {10.1109/DSAA49011.2020.00039},
timestamp = {Tue, 24 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/SaadallahM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/SahannPM20,
author = {Raphael Sahann and
Claudia Plant and
Torsten M{\"{o}}ller},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {A Distance Metric for Sets of Events},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {506--515},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00065},
doi = {10.1109/DSAA49011.2020.00065},
timestamp = {Tue, 24 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/SahannPM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ShahCMC20,
author = {Ajay Shah and
Sophine Clachar and
Manfred Minimair and
Davis Cook},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Building Multiclass Classification Baselines for Anomaly-based Network
Intrusion Detection Systems},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {759--760},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00102},
doi = {10.1109/DSAA49011.2020.00102},
timestamp = {Tue, 24 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/ShahCMC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ShahapureN20,
author = {Ketan Rajshekhar Shahapure and
Charles Nicholas},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Cluster Quality Analysis Using Silhouette Score},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {747--748},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00096},
doi = {10.1109/DSAA49011.2020.00096},
timestamp = {Tue, 24 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/ShahapureN20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/Sharma20,
author = {Siddharth Sharma},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {DermaDetect: {A} novel computer vision model for an accurate diagnosis
of skin conditions and rashes},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {743--744},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00094},
doi = {10.1109/DSAA49011.2020.00094},
timestamp = {Tue, 24 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/Sharma20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/SharmaSV20,
author = {Rudrani Sharma and
Christoph Schommer and
Nicolas Vivarelli},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Building up Explainability in Multi-layer Perceptrons for Credit Risk
Modeling},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {761--762},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00103},
doi = {10.1109/DSAA49011.2020.00103},
timestamp = {Tue, 24 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/SharmaSV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ShiXW20,
author = {Tingting Shi and
Lei Xiao and
Keshou Wu},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Reinforcement Learning Based Test Case Prioritization for Enhancing
the Security of Software},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {663--672},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00076},
doi = {10.1109/DSAA49011.2020.00076},
timestamp = {Tue, 24 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/ShiXW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ShoelehELG20,
author = {Farzaneh Shoeleh and
Masoud Erfani and
Duc{-}Phong Le and
Ali A. Ghorbani},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Ensemble of Hierarchical Temporal Memory for Anomaly Detection},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {50--59},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00017},
doi = {10.1109/DSAA49011.2020.00017},
timestamp = {Mon, 14 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/ShoelehELG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ShumovskaiaFSBP20,
author = {Valentina Shumovskaia and
Kirill Fedyanin and
Ivan Sukharev and
Dmitry Berestnev and
Maxim Panov},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Linking Bank Clients using Graph Neural Networks Powered by Rich Transactional
Data: Extended Abstract},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {787--788},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00117},
doi = {10.1109/DSAA49011.2020.00117},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/ShumovskaiaFSBP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/SinghSKLZ20,
author = {Balkaran Singh and
Quan Sun and
Yun Sing Koh and
Junjae Lee and
Edmond Zhang},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Detecting Protected Health Information with an Incremental Learning
Ensemble: {A} Case Study on New Zealand Clinical Text},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {719--728},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00082},
doi = {10.1109/DSAA49011.2020.00082},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/SinghSKLZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/SinhaSSA20,
author = {Ritwik Sinha and
Shiv Kumar Saini and
Moumita Sinha and
David Arbour},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Bayesian Estimation of the Effect of Television Advertising on Web
Metrics},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {777--778},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00112},
doi = {10.1109/DSAA49011.2020.00112},
timestamp = {Tue, 24 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/SinhaSSA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/SuC20,
author = {Ta{-}Chun Su and
Hsiang{-}Chih Cheng},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {SesameBERT: Attention for Anywhere},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {363--369},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00050},
doi = {10.1109/DSAA49011.2020.00050},
timestamp = {Tue, 24 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/SuC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/SukumarZTWZ20,
author = {Divya Sukumar and
Ji Zhang and
Xiaohui Tao and
Xin Wang and
Wenbin Zhang},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Predicting Workplace Injuries Using Machine Learning Algorithms},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {763--764},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00104},
doi = {10.1109/DSAA49011.2020.00104},
timestamp = {Sun, 19 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/SukumarZTWZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/SulisT20,
author = {Emilio Sulis and
Marcella Tambuscio},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Simulation of misinformation spreading processes in social networks:
an application with NetLogo},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {614--618},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00086},
doi = {10.1109/DSAA49011.2020.00086},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/SulisT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/SunCL20,
author = {Wenli Sun and
Changgee Chang and
Qi Long},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Joint Bayesian Variable Selection and Graph Estimation for Non-linear
{SVM} with Application to Genomics Data},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {315--323},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00045},
doi = {10.1109/DSAA49011.2020.00045},
timestamp = {Tue, 24 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/SunCL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/SungMH20,
author = {Cheng{-}En Sung and
Hao{-}Shang Ma and
Jen{-}Wei Huang},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Positive Influence Maximization and Negative Influence Minimization
in Signed Networks under Competitive Independent Cascade Model},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {236--244},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00036},
doi = {10.1109/DSAA49011.2020.00036},
timestamp = {Tue, 24 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/SungMH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ThakurBMG20,
author = {Akshay Thakur and
Robert Beck and
Sanaz Mostaghim and
Daniel Gro{\ss}mann},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Machine Learning for evaluating Kaizens in Volkswagen Production System
- An Industrial Case study},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {781--782},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00114},
doi = {10.1109/DSAA49011.2020.00114},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/ThakurBMG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ThrunPU20,
author = {Michael C. Thrun and
Felix Pape and
Alfred Ultsch},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Interactive Machine Learning Tool for Clustering in Visual Analytics},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {479--487},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00062},
doi = {10.1109/DSAA49011.2020.00062},
timestamp = {Tue, 24 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/ThrunPU20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/TrittenbachBA20,
author = {Holger Trittenbach and
Klemens B{\"{o}}hm and
Ira Assent},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Active Learning of {SVDD} Hyperparameter Values},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {109--117},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00023},
doi = {10.1109/DSAA49011.2020.00023},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/TrittenbachBA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/VazquezZZ20,
author = {F{\'{e}}lix Iglesias V{\'{a}}zquez and
Tanja Zseby and
Arthur Zimek},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Interpretability and Refinement of Clustering},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {21--29},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00014},
doi = {10.1109/DSAA49011.2020.00014},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/VazquezZZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/VogelM20,
author = {Inna Vogel and
Meghana Meghana},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Detecting Fake News Spreaders on Twitter from a Multilingual Perspective},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {599--606},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00084},
doi = {10.1109/DSAA49011.2020.00084},
timestamp = {Tue, 24 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/VogelM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/VoukelatouPMGG20,
author = {Vasiliki Voukelatou and
Luca Pappalardo and
Ioanna Miliou and
Lorenzo Gabrielli and
Fosca Giannotti},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Estimating countries' peace index through the lens of the world news
as monitored by {GDELT}},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {216--225},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00034},
doi = {10.1109/DSAA49011.2020.00034},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/VoukelatouPMGG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/Wang20,
author = {Qiyu Wang},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Cryptocurrencies asset pricing via machine learning: Extended abstract},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {789--790},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00118},
doi = {10.1109/DSAA49011.2020.00118},
timestamp = {Tue, 24 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/Wang20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/WangLHL20,
author = {Zhiwei Wang and
Hui Liu and
Gale Yan Huang and
Zitao Liu},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Sequence Learning with Side Dependencies},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {128--137},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00025},
doi = {10.1109/DSAA49011.2020.00025},
timestamp = {Thu, 21 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/WangLHL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/WangZXRZQ20,
author = {Fan Wang and
Weiyi Zhong and
Xiaolong Xu and
Wajid Rafique and
Zhili Zhou and
Lianyong Qi},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Privacy-aware Cold-Start Recommendation based on Collaborative Filtering
and Enhanced Trust},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {655--662},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00075},
doi = {10.1109/DSAA49011.2020.00075},
timestamp = {Mon, 11 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/WangZXRZQ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/WeiC20,
author = {Yi Wei and
Vipin Chaudhary},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {The Directionality Function Defect of Performance Evaluation Method
in Regression Neural Network for Stock Price Prediction},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {769--770},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00108},
doi = {10.1109/DSAA49011.2020.00108},
timestamp = {Tue, 24 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/WeiC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/Welke20,
author = {Pascal Welke},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Efficient Frequent Subgraph Mining in Transactional Databases},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {307--314},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00044},
doi = {10.1109/DSAA49011.2020.00044},
timestamp = {Tue, 24 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/Welke20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/WongW20,
author = {Ka Yee Wong and
Raymond K. Wong},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Big Data Quality Prediction on Banking Applications: Extended Abstract},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {791--792},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00119},
doi = {10.1109/DSAA49011.2020.00119},
timestamp = {Thu, 24 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/WongW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/WuFL20,
author = {Wenxiang Wu and
Shaojing Fu and
Yuchuan Luo},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Practical Privacy Protection Scheme In WiFi Fingerprint-based Localization},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {699--708},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00080},
doi = {10.1109/DSAA49011.2020.00080},
timestamp = {Tue, 24 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/WuFL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/XuSW0W20,
author = {Yuehao Xu and
Renjie Sun and
Yanping Wu and
Chen Chen and
Xiaoyang Wang},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Querying Influential Maximum Connected Community in Large Graphs},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {757--758},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00101},
doi = {10.1109/DSAA49011.2020.00101},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/XuSW0W20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/YanZ0G20,
author = {Lan Yan and
Wenbo Zheng and
Fei{-}Yue Wang and
Chao Gou},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Weakly Supervised Person Search},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {188--196},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00031},
doi = {10.1109/DSAA49011.2020.00031},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/YanZ0G20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/YilmazAC20,
author = {Emre Yilmaz and
Mohammad Al{-}Rubaie and
J. Morris Chang},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Naive Bayes Classification under Local Differential Privacy},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {709--718},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00081},
doi = {10.1109/DSAA49011.2020.00081},
timestamp = {Tue, 24 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/YilmazAC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ZhangB20,
author = {Lin Zhang and
Petko Bogdanov},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Period Estimation For Incomplete Time Series},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {40--49},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00016},
doi = {10.1109/DSAA49011.2020.00016},
timestamp = {Tue, 24 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/ZhangB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ZhangS20,
author = {Qingxuan Zhang and
Chongyang Shi},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Exploiting {BERT} with Global-Local Context and Label Dependency for
Aspect Term Extraction},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {354--362},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00049},
doi = {10.1109/DSAA49011.2020.00049},
timestamp = {Tue, 24 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/ZhangS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ZhangVSZ20,
author = {Rui Zhang and
Ma{\'{e}}va Vignes and
Ulrich Steiner and
Arthur Zimek},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Matching Research Publications to the United Nations' Sustainable
Development Goals by Multi-Label-Learning with Hierarchical Categories},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {516--525},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00066},
doi = {10.1109/DSAA49011.2020.00066},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/ZhangVSZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ZhuPZLL20,
author = {Yazhou Zhu and
Xiang Pan and
Jing Zhu and
Lihua Li and
Yuan Liu},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Denoising of Magnetic Resonance Images with Deep Neural Regularizer
Driven by Image Prior},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {255--263},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00038},
doi = {10.1109/DSAA49011.2020.00038},
timestamp = {Fri, 30 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/ZhuPZLL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ZhuZCA20,
author = {Chengzhang Zhu and
Qi Zhang and
Longbing Cao and
Arman Abrahamyan},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Mix2Vec: Unsupervised Mixed Data Representation},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {118--127},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00024},
doi = {10.1109/DSAA49011.2020.00024},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/ZhuZCA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/dsaa/2020,
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
publisher = {{IEEE}},
year = {2020},
url = {https://ieeexplore.ieee.org/xpl/conhome/9259989/proceeding},
isbn = {978-1-7281-8206-3},
timestamp = {Tue, 24 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/2020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/0001MTC19,
author = {Mariana Oliveira and
Nuno Moniz and
Lu{\'{\i}}s Torgo and
V{\'{\i}}tor Santos Costa},
editor = {Lisa Singh and
Richard D. De Veaux and
George Karypis and
Francesco Bonchi and
Jennifer Hill},
title = {Biased Resampling Strategies for Imbalanced Spatio-Temporal Forecasting},
booktitle = {2019 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2019, Washington, DC, USA, October 5-8, 2019},
pages = {100--109},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/DSAA.2019.00024},
doi = {10.1109/DSAA.2019.00024},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/0001MTC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/0001YD19,
author = {Lei Fang and
Juan Ye and
Simon Dobson},
editor = {Lisa Singh and
Richard D. De Veaux and
George Karypis and
Francesco Bonchi and
Jennifer Hill},
title = {Sensor-Based Human Activity Mining Using Dirichlet Process Mixtures
of Directional Statistical Models},
booktitle = {2019 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2019, Washington, DC, USA, October 5-8, 2019},
pages = {154--163},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/DSAA.2019.00030},
doi = {10.1109/DSAA.2019.00030},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/0001YD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/AbghariBBJGL19,
author = {Shahrooz Abghari and
Veselka Boeva and
Jens Brage and
Christian Johansson and
H{\aa}kan Grahn and
Niklas Lavesson},
editor = {Lisa Singh and
Richard D. De Veaux and
George Karypis and
Francesco Bonchi and
Jennifer Hill},
title = {Higher Order Mining for Monitoring District Heating Substations},
booktitle = {2019 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2019, Washington, DC, USA, October 5-8, 2019},
pages = {382--391},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/DSAA.2019.00053},
doi = {10.1109/DSAA.2019.00053},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/AbghariBBJGL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/AgrawalSXOC19,
author = {Ankit Agrawal and
Abhinav Saboo and
Wei Xiong and
Gregory B. Olson and
Alok N. Choudhary},
editor = {Lisa Singh and
Richard D. De Veaux and
George Karypis and
Francesco Bonchi and
Jennifer Hill},
title = {Martensite Start Temperature Predictor for Steels Using Ensemble Data
Mining},
booktitle = {2019 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2019, Washington, DC, USA, October 5-8, 2019},
pages = {521--530},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/DSAA.2019.00067},
doi = {10.1109/DSAA.2019.00067},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/AgrawalSXOC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/Amornbunchornvej19,
author = {Chainarong Amornbunchornvej and
Elena Zheleva and
Tanya Y. Berger{-}Wolf},
editor = {Lisa Singh and
Richard D. De Veaux and
George Karypis and
Francesco Bonchi and
Jennifer Hill},
title = {Variable-Lag Granger Causality for Time Series Analysis},
booktitle = {2019 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2019, Washington, DC, USA, October 5-8, 2019},
pages = {21--30},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/DSAA.2019.00016},
doi = {10.1109/DSAA.2019.00016},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/Amornbunchornvej19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/AreosaT19,
author = {In{\^{e}}s Areosa and
Lu{\'{\i}}s Torgo},
editor = {Lisa Singh and
Richard D. De Veaux and
George Karypis and
Francesco Bonchi and
Jennifer Hill},
title = {Explaining the Performance of Black Box Regression Models},
booktitle = {2019 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2019, Washington, DC, USA, October 5-8, 2019},
pages = {110--118},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/DSAA.2019.00025},
doi = {10.1109/DSAA.2019.00025},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/AreosaT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/BauckhageS19,
author = {Christian Bauckhage and
Rafet Sifa},
editor = {Lisa Singh and
Richard D. De Veaux and
George Karypis and
Francesco Bonchi and
Jennifer Hill},
title = {Joint Selection of Central and Extremal Prototypes Based on Kernel
Minimum Enclosing Balls},
booktitle = {2019 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2019, Washington, DC, USA, October 5-8, 2019},
pages = {252--259},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/DSAA.2019.00040},
doi = {10.1109/DSAA.2019.00040},
timestamp = {Thu, 06 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/BauckhageS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/BelfodilBBLRKP19,
author = {Adnene Belfodil and
Aimene Belfodil and
Anes Bendimerad and
Philippe Lamarre and
C{\'{e}}line Robardet and
Mehdi Kaytoue and
Marc Plantevit},
editor = {Lisa Singh and
Richard D. De Veaux and
George Karypis and
Francesco Bonchi and
Jennifer Hill},
title = {{FSSD} - {A} Fast and Efficient Algorithm for Subgroup Set Discovery},
booktitle = {2019 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2019, Washington, DC, USA, October 5-8, 2019},
pages = {91--99},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/DSAA.2019.00023},
doi = {10.1109/DSAA.2019.00023},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/BelfodilBBLRKP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/BrancoT19,
author = {Paula Branco and
Lu{\'{\i}}s Torgo},
editor = {Lisa Singh and
Richard D. De Veaux and
George Karypis and
Francesco Bonchi and
Jennifer Hill},
title = {A Study on the Impact of Data Characteristics in Imbalanced Regression
Tasks},
booktitle = {2019 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2019, Washington, DC, USA, October 5-8, 2019},
pages = {193--202},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/DSAA.2019.00034},
doi = {10.1109/DSAA.2019.00034},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/BrancoT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/BrownDKKMS19,
author = {Philip E. Brown and
Tamraparni Dasu and
Yaron Kanza and
Eleftherios Koutsofios and
Rajat Malik and
Divesh Srivastava},
editor = {Lisa Singh and
Richard D. De Veaux and
George Karypis and
Francesco Bonchi and
Jennifer Hill},
title = {Don't Cry Wolf},
booktitle = {2019 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2019, Washington, DC, USA, October 5-8, 2019},
pages = {616--617},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/DSAA46601.2019.9062728},
doi = {10.1109/DSAA46601.2019.9062728},
timestamp = {Fri, 25 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/BrownDKKMS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/BrumbaughKLNPPS19,
author = {Eli Brumbaugh and
Atul Kale and
Alfredo Luque and
Bahador Nooraei and
John Park and
Krishna Puttaswamy and
Kyle Schiller and
Evgeny Shapiro and
Conglei Shi and
Aaron Siegel and
Nikhil Simha and
Mani Bhushan and
Marie Sbrocca and
Shi{-}Jing Yao and
Patrick Yoon and
Varant Zanoyan and
Xiao{-}Han T. Zeng and
Qiang Zhu and
Andrew Cheong and
Michelle Gu{-}Qian Du and
Jeff Feng and
Nick Handel and
Andrew Hoh and
Jack Hone and
Brad Hunter},
editor = {Lisa Singh and
Richard D. De Veaux and
George Karypis and
Francesco Bonchi and
Jennifer Hill},
title = {Bighead: {A} Framework-Agnostic, End-to-End Machine Learning Platform},
booktitle = {2019 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2019, Washington, DC, USA, October 5-8, 2019},
pages = {551--560},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/DSAA.2019.00070},
doi = {10.1109/DSAA.2019.00070},
timestamp = {Thu, 06 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/BrumbaughKLNPPS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ChangCLW19,
author = {Chen Chang and
Jianjun Cao and
Guojun Lv and
Nianfeng Weng},
editor = {Lisa Singh and
Richard D. De Veaux and
George Karypis and
Francesco Bonchi and
Jennifer Hill},
title = {Truth Discovery from Multi-Sourced Text Data Based on Ant Colony Optimization},
booktitle = {2019 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2019, Washington, DC, USA, October 5-8, 2019},
pages = {164--172},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/DSAA.2019.00031},
doi = {10.1109/DSAA.2019.00031},
timestamp = {Thu, 06 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/ChangCLW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ChenLW19,
author = {Anthony Chen and
Fu{-}Hsuan Liu and
Sheng{-}De Wang},
editor = {Lisa Singh and
Richard D. De Veaux and
George Karypis and
Francesco Bonchi and
Jennifer Hill},
title = {Data Reduction for real-time bridge vibration data on Edge},
booktitle = {2019 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2019, Washington, DC, USA, October 5-8, 2019},
pages = {602--603},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/DSAA.2019.00077},
doi = {10.1109/DSAA.2019.00077},
timestamp = {Thu, 06 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/ChenLW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ChenR19,
author = {Ziheng Chen and
Jiangtao Ren},
editor = {Lisa Singh and
Richard D. De Veaux and
George Karypis and
Francesco Bonchi and
Jennifer Hill},
title = {Short Text Embedding for Clustering Based on Word and Topic Semantic
Information},
booktitle = {2019 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2019, Washington, DC, USA, October 5-8, 2019},
pages = {61--70},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/DSAA.2019.00020},
doi = {10.1109/DSAA.2019.00020},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/ChenR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/CookMBJ19,
author = {Andrew Cook and
Bappaditya Mandal and
Donna Berry and
Matthew Johnson},
editor = {Lisa Singh and
Richard D. De Veaux and
George Karypis and
Francesco Bonchi and
Jennifer Hill},
title = {Towards Automatic Screening of Typical and Atypical Behaviors in Children
With Autism},
booktitle = {2019 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2019, Washington, DC, USA, October 5-8, 2019},
pages = {504--510},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/DSAA.2019.00065},
doi = {10.1109/DSAA.2019.00065},
timestamp = {Thu, 06 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/CookMBJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/CresciPT19,
author = {Stefano Cresci and
Roberto Di Pietro and
Maurizio Tesconi},
editor = {Lisa Singh and
Richard D. De Veaux and
George Karypis and
Francesco Bonchi and
Jennifer Hill},
title = {Semantically-Aware Statistical Metrics via Weighting Kernels},
booktitle = {2019 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2019, Washington, DC, USA, October 5-8, 2019},
pages = {51--60},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/DSAA.2019.00019},
doi = {10.1109/DSAA.2019.00019},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/CresciPT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/DubeyM19,
author = {Aarushi Dubey and
Muthukumara Mani},
editor = {Lisa Singh and
Richard D. De Veaux and
George Karypis and
Francesco Bonchi and
Jennifer Hill},
title = {Using Machine Learning to Predict High School Student Employability
- {A} Case Study},
booktitle = {2019 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2019, Washington, DC, USA, October 5-8, 2019},
pages = {604--605},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/DSAA.2019.00078},
doi = {10.1109/DSAA.2019.00078},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/DubeyM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/Farhadi0MSMVN19,
author = {Akram Farhadi and
David Chen and
Rozalina G. McCoy and
Christopher Scott and
John A. Miller and
Celine M. Vachon and
Che Ngufor},
editor = {Lisa Singh and
Richard D. De Veaux and
George Karypis and
Francesco Bonchi and
Jennifer Hill},
title = {Breast Cancer Classification using Deep Transfer Learning on Structured
Healthcare Data},
booktitle = {2019 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2019, Washington, DC, USA, October 5-8, 2019},
pages = {277--286},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/DSAA.2019.00043},
doi = {10.1109/DSAA.2019.00043},
timestamp = {Thu, 11 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/Farhadi0MSMVN19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/FazliSAVMWQ19,
author = {Mojtaba Sedigh Fazli and
Rachel V. Stadler and
BahaaEddin AlAila and
Stephen Andrew Vella and
Silvia N. J. Moreno and
Gary E. Ward and
Shannon Quinn},
editor = {Lisa Singh and
Richard D. De Veaux and
George Karypis and
Francesco Bonchi and
Jennifer Hill},
title = {Lightweight and Scalable Particle Tracking and Motion Clustering of
3D Cell Trajectories},
booktitle = {2019 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2019, Washington, DC, USA, October 5-8, 2019},
pages = {412--421},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/DSAA.2019.00056},
doi = {10.1109/DSAA.2019.00056},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/FazliSAVMWQ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/FrisoliLN19,
author = {Kayla Frisoli and
Benjamin LeRoy and
Rebecca Nugent},
editor = {Lisa Singh and
Richard D. De Veaux and
George Karypis and
Francesco Bonchi and
Jennifer Hill},
title = {A Novel Record Linkage Interface That Incorporates Group Structure
to Rapidly Collect Richer Labels},
booktitle = {2019 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2019, Washington, DC, USA, October 5-8, 2019},
pages = {580--589},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/DSAA.2019.00073},
doi = {10.1109/DSAA.2019.00073},
timestamp = {Thu, 06 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/FrisoliLN19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/GaoZR19,
author = {Zhen Gao and
Maryam Zand and
Jianhua Ruan},
editor = {Lisa Singh and
Richard D. De Veaux and
George Karypis and
Francesco Bonchi and
Jennifer Hill},
title = {A Novel Multiple Classifier Generation and Combination Framework Based
on Fuzzy Clustering and Individualized Ensemble Construction},
booktitle = {2019 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2019, Washington, DC, USA, October 5-8, 2019},
pages = {231--240},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/DSAA.2019.00038},
doi = {10.1109/DSAA.2019.00038},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/GaoZR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/GardnerGGKTWX19,
author = {Steven Gardner and
Oleg Golovidov and
Joshua Griffin and
Patrick Koch and
Wayne Thompson and
Brett Wujek and
Yan Xu},
editor = {Lisa Singh and
Richard D. De Veaux and
George Karypis and
Francesco Bonchi and
Jennifer Hill},
title = {Constrained Multi-Objective Optimization for Automated Machine Learning},
booktitle = {2019 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2019, Washington, DC, USA, October 5-8, 2019},
pages = {364--373},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/DSAA.2019.00051},
doi = {10.1109/DSAA.2019.00051},
timestamp = {Thu, 06 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/GardnerGGKTWX19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/GasparKKB19,
author = {Peter Gaspar and
Michal Kompan and
Matej Koncal and
M{\'{a}}ria Bielikov{\'{a}}},
editor = {Lisa Singh and
Richard D. De Veaux and
George Karypis and
Francesco Bonchi and
Jennifer Hill},
title = {Improving the Personalized Recommendation in the Cold-start Scenarios},
booktitle = {2019 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2019, Washington, DC, USA, October 5-8, 2019},
pages = {606--607},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/DSAA.2019.00079},
doi = {10.1109/DSAA.2019.00079},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/GasparKKB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/Hirsch0M19,
author = {Vitali Hirsch and
Peter Reimann and
Bernhard Mitschang},
editor = {Lisa Singh and
Richard D. De Veaux and
George Karypis and
Francesco Bonchi and
Jennifer Hill},
title = {Data-Driven Fault Diagnosis in End-of-Line Testing of Complex Products},
booktitle = {2019 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2019, Washington, DC, USA, October 5-8, 2019},
pages = {492--503},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/DSAA.2019.00064},
doi = {10.1109/DSAA.2019.00064},
timestamp = {Thu, 06 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/Hirsch0M19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/HosainSPKR19,
author = {Al Amin Hosain and
Panneer Selvam Santhalingam and
Parth H. Pathak and
Jana Koseck{\'{a}} and
Huzefa Rangwala},
editor = {Lisa Singh and
Richard D. De Veaux and
George Karypis and
Francesco Bonchi and
Jennifer Hill},
title = {Sign Language Recognition Analysis using Multimodal Data},
booktitle = {2019 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2019, Washington, DC, USA, October 5-8, 2019},
pages = {203--210},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/DSAA.2019.00035},
doi = {10.1109/DSAA.2019.00035},
timestamp = {Thu, 06 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/HosainSPKR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/IslamBGSBRG19,
author = {Saiyedul Islam and
Sundar Balasubramaniam and
Poonam Goyal and
Ankit Sultana and
Lakshit Bhutani and
Saurabh Raje and
Navneet Goyal},
editor = {Lisa Singh and
Richard D. De Veaux and
George Karypis and
Francesco Bonchi and
Jennifer Hill},
title = {A Rapid Prototyping Approach for High Performance Density-Based Clustering},
booktitle = {2019 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2019, Washington, DC, USA, October 5-8, 2019},
pages = {260--269},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/DSAA.2019.00041},
doi = {10.1109/DSAA.2019.00041},
timestamp = {Thu, 06 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/IslamBGSBRG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/JohanssonSLB19,
author = {Ulf Johansson and
Cecilia S{\"{o}}nstr{\"{o}}d and
Tuwe L{\"{o}}fstr{\"{o}}m and
Henrik Bostr{\"{o}}m},
editor = {Lisa Singh and
Richard D. De Veaux and
George Karypis and
Francesco Bonchi and
Jennifer Hill},
title = {Customized Interpretable Conformal Regressors},
booktitle = {2019 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2019, Washington, DC, USA, October 5-8, 2019},
pages = {221--230},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/DSAA.2019.00037},
doi = {10.1109/DSAA.2019.00037},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/JohanssonSLB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/KarguptaK19,
author = {Hillol Kargupta and
Priyanka Kargupta},
editor = {Lisa Singh and
Richard D. De Veaux and
George Karypis and
Francesco Bonchi and
Jennifer Hill},
title = {Analyzing Driving Data using the {ADAPT} Distributed Analytics Platform
for Connected Vehicles},
booktitle = {2019 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2019, Washington, DC, USA, October 5-8, 2019},
pages = {590--599},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/DSAA.2019.00074},
doi = {10.1109/DSAA.2019.00074},
timestamp = {Thu, 06 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/KarguptaK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/KhasidashviliN19,
author = {Zurab Khasidashvili and
Adam J. Norman},
editor = {Lisa Singh and
Richard D. De Veaux and
George Karypis and
Francesco Bonchi and
Jennifer Hill},
title = {Range Analysis and Applications to Root Causing},
booktitle = {2019 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2019, Washington, DC, USA, October 5-8, 2019},
pages = {298--307},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/DSAA.2019.00045},
doi = {10.1109/DSAA.2019.00045},
timestamp = {Thu, 06 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/KhasidashviliN19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/KhoshraftarMAHL19,
author = {Shima Khoshraftar and
Sedigheh Mahdavi and
Aijun An and
Yonggang Hu and
Junfeng Liu},
editor = {Lisa Singh and
Richard D. De Veaux and
George Karypis and
Francesco Bonchi and
Jennifer Hill},
title = {Dynamic Graph Embedding via {LSTM} History Tracking},
booktitle = {2019 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2019, Washington, DC, USA, October 5-8, 2019},
pages = {119--127},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/DSAA.2019.00026},
doi = {10.1109/DSAA.2019.00026},
timestamp = {Thu, 06 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/KhoshraftarMAHL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/KlementGMSSSVJ19,
author = {William Klement and
S{\'{e}}bastien Gilbert and
Donna E. Maziak and
Andrew J. E. Seely and
Farid M. Shamji and
Sudhir R. Sundaresan and
Patrick J. Villeneuve and
Nathalie Japkowicz},
editor = {Lisa Singh and
Richard D. De Veaux and
George Karypis and
Francesco Bonchi and
Jennifer Hill},
title = {Chest Tube Management After Lung Resection Surgery using a Classifier},
booktitle = {2019 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2019, Washington, DC, USA, October 5-8, 2019},
pages = {432--441},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/DSAA.2019.00058},
doi = {10.1109/DSAA.2019.00058},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/KlementGMSSSVJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/KoryckiK19,
author = {Lukasz Korycki and
Bartosz Krawczyk},
editor = {Lisa Singh and
Richard D. De Veaux and
George Karypis and
Francesco Bonchi and
Jennifer Hill},
title = {Unsupervised Drift Detector Ensembles for Data Stream Mining},
booktitle = {2019 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2019, Washington, DC, USA, October 5-8, 2019},
pages = {317--325},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/DSAA.2019.00047},
doi = {10.1109/DSAA.2019.00047},
timestamp = {Thu, 06 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/KoryckiK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/LiLZ19,
author = {Zhixin Li and
Feng Ling and
Canlong Zhang},
editor = {Lisa Singh and
Richard D. De Veaux and
George Karypis and
Francesco Bonchi and
Jennifer Hill},
title = {Cross-Media Image-Text Retrieval Combined with Global Similarity and
Local Similarity},
booktitle = {2019 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2019, Washington, DC, USA, October 5-8, 2019},
pages = {145--153},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/DSAA.2019.00029},
doi = {10.1109/DSAA.2019.00029},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/LiLZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/LiM19,
author = {Peide Li and
Taps Maiti},
editor = {Lisa Singh and
Richard D. De Veaux and
George Karypis and
Francesco Bonchi and
Jennifer Hill},
title = {Universal Consistency of Support Tensor Machine},
booktitle = {2019 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2019, Washington, DC, USA, October 5-8, 2019},
pages = {608--609},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/DSAA.2019.00080},
doi = {10.1109/DSAA.2019.00080},
timestamp = {Thu, 06 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/LiM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/LiWC19,
author = {Tong Li and
Chuan Wang and
Xiaochun Cao},
editor = {Lisa Singh and
Richard D. De Veaux and
George Karypis and
Francesco Bonchi and
Jennifer Hill},
title = {Deep Crowd Counting In Congested Scenes Through Refine Modules},
booktitle = {2019 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2019, Washington, DC, USA, October 5-8, 2019},
pages = {183--192},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/DSAA.2019.00033},
doi = {10.1109/DSAA.2019.00033},
timestamp = {Fri, 13 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/LiWC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/LiuWTL19,
author = {Xi Liu and
Tyler Wilson and
Pang{-}Ning Tan and
Lifeng Luo},
editor = {Lisa Singh and
Richard D. De Veaux and
George Karypis and
Francesco Bonchi and
Jennifer Hill},
title = {Hierarchical {LSTM} Framework for Long-Term Sea Surface Temperature
Forecasting},
booktitle = {2019 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2019, Washington, DC, USA, October 5-8, 2019},
pages = {41--50},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/DSAA.2019.00018},
doi = {10.1109/DSAA.2019.00018},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/LiuWTL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/LuschCK19,
author = {Bethany Lusch and
Eric C. Chi and
J. Nathan Kutz},
editor = {Lisa Singh and
Richard D. De Veaux and
George Karypis and
Francesco Bonchi and
Jennifer Hill},
title = {Shape Constrained Tensor Decompositions},
booktitle = {2019 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2019, Washington, DC, USA, October 5-8, 2019},
pages = {287--297},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/DSAA.2019.00044},
doi = {10.1109/DSAA.2019.00044},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/LuschCK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/MadridSCMK19,
author = {Frank Madrid and
Shailendra Singh and
Quentin Chesnais and
Kerry Mauck and
Eamonn J. Keogh},
editor = {Lisa Singh and
Richard D. De Veaux and
George Karypis and
Francesco Bonchi and
Jennifer Hill},
title = {Matrix Profile {XVI:} Efficient and Effective Labeling of Massive
Time Series Archives},
booktitle = {2019 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2019, Washington, DC, USA, October 5-8, 2019},
pages = {463--472},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/DSAA.2019.00061},
doi = {10.1109/DSAA.2019.00061},
timestamp = {Mon, 04 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/MadridSCMK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/MathonatNBK19,
author = {Romain Mathonat and
Diana Nurbakova and
Jean{-}Fran{\c{c}}ois Boulicaut and
Mehdi Kaytoue},
editor = {Lisa Singh and
Richard D. De Veaux and
George Karypis and
Francesco Bonchi and
Jennifer Hill},
title = {SeqScout: Using a Bandit Model to Discover Interesting Subgroups in
Labeled Sequences},
booktitle = {2019 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2019, Washington, DC, USA, October 5-8, 2019},
pages = {81--90},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/DSAA.2019.00022},
doi = {10.1109/DSAA.2019.00022},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/MathonatNBK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/McGeeY19,
author = {Monnie McGee and
Robert A. Yaffee},
editor = {Lisa Singh and
Richard D. De Veaux and
George Karypis and
Francesco Bonchi and
Jennifer Hill},
title = {Comparison of Variable Selection Methods for Forecasting from Short
Time Series},
booktitle = {2019 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2019, Washington, DC, USA, October 5-8, 2019},
pages = {531--540},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/DSAA.2019.00068},
doi = {10.1109/DSAA.2019.00068},
timestamp = {Thu, 06 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/McGeeY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/MeyerA19,
author = {Peter B. Meyer and
Kendra Asher},
editor = {Lisa Singh and
Richard D. De Veaux and
George Karypis and
Francesco Bonchi and
Jennifer Hill},
title = {Augmenting {U.S.} Census data on industry and occupation of respondents},
booktitle = {2019 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2019, Washington, DC, USA, October 5-8, 2019},
pages = {600--601},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/DSAA.2019.00076},
doi = {10.1109/DSAA.2019.00076},
timestamp = {Thu, 06 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/MeyerA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/MingZ19,
author = {Jing Ming and
Li Zhang},
editor = {Lisa Singh and
Richard D. De Veaux and
George Karypis and
Francesco Bonchi and
Jennifer Hill},
title = {Colorwall: An Embedded Temporal Display of Bibliographic Data},
booktitle = {2019 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2019, Washington, DC, USA, October 5-8, 2019},
pages = {482--491},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/DSAA.2019.00063},
doi = {10.1109/DSAA.2019.00063},
timestamp = {Thu, 06 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/MingZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/NilforoshanS19,
author = {Hamed Nilforoshan and
Neil Shah},
editor = {Lisa Singh and
Richard D. De Veaux and
George Karypis and
Francesco Bonchi and
Jennifer Hill},
title = {SliceNDice: Mining Suspicious Multi-Attribute Entity Groups with Multi-View
Graphs},
booktitle = {2019 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2019, Washington, DC, USA, October 5-8, 2019},
pages = {351--363},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/DSAA.2019.00050},
doi = {10.1109/DSAA.2019.00050},
timestamp = {Thu, 06 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/NilforoshanS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/PaikS19,
author = {Incheon Paik and
T. H. Akila S. Siriweera},
editor = {Lisa Singh and
Richard D. De Veaux and
George Karypis and
Francesco Bonchi and
Jennifer Hill},
title = {Automating Big Data Analysis Based on Deep Learning Generation by
Automatic Service Composition},
booktitle = {2019 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2019, Washington, DC, USA, October 5-8, 2019},
pages = {610--611},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/DSAA.2019.00081},
doi = {10.1109/DSAA.2019.00081},
timestamp = {Thu, 06 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/PaikS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/PaulMYLCCA19,
author = {Arindam Paul and
Mojtaba Mozaffar and
Zijiang Yang and
Wei{-}keng Liao and
Alok N. Choudhary and
Jian Cao and
Ankit Agrawal},
editor = {Lisa Singh and
Richard D. De Veaux and
George Karypis and
Francesco Bonchi and
Jennifer Hill},
title = {A Real-Time Iterative Machine Learning Approach for Temperature Profile
Prediction in Additive Manufacturing Processes},
booktitle = {2019 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2019, Washington, DC, USA, October 5-8, 2019},
pages = {541--550},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/DSAA.2019.00069},
doi = {10.1109/DSAA.2019.00069},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/PaulMYLCCA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/PfeifferWB19,
author = {Ruth M. Pfeiffer and
Wei Wang and
Efstathia Bura},
editor = {Lisa Singh and
Richard D. De Veaux and
George Karypis and
Francesco Bonchi and
Jennifer Hill},
title = {Least Squares and Maximum Likelihood Estimation of Sufficient Reductions
in Regressions with Matrix Valued Predictors},
booktitle = {2019 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2019, Washington, DC, USA, October 5-8, 2019},
pages = {135--144},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/DSAA.2019.00028},
doi = {10.1109/DSAA.2019.00028},
timestamp = {Thu, 06 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/PfeifferWB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/RallaRM19,
author = {Akhil Ralla and
P. Krishna Reddy and
Anirban Mondal},
editor = {Lisa Singh and
Richard D. De Veaux and
George Karypis and
Francesco Bonchi and
Jennifer Hill},
title = {An Incremental Technique for Mining Coverage Patterns in Large Databases},
booktitle = {2019 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2019, Washington, DC, USA, October 5-8, 2019},
pages = {211--220},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/DSAA.2019.00036},
doi = {10.1109/DSAA.2019.00036},
timestamp = {Thu, 06 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/RallaRM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/RenNLR19,
author = {Zhiyun Ren and
Xia Ning and
Andrew S. Lan and
Huzefa Rangwala},
editor = {Lisa Singh and
Richard D. De Veaux and
George Karypis and
Francesco Bonchi and
Jennifer Hill},
title = {Grade Prediction with Neural Collaborative Filtering},
booktitle = {2019 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2019, Washington, DC, USA, October 5-8, 2019},
pages = {1--10},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/DSAA.2019.00014},
doi = {10.1109/DSAA.2019.00014},
timestamp = {Thu, 06 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/RenNLR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/Rivera-CastroPP19,
author = {Rodrigo Rivera{-}Castro and
Aleksandr Pletnev and
Polina Pilyugina and
Grecia Diaz and
Ivan Nazarov and
Wanyi Zhu and
Evgeny Burnaev},
editor = {Lisa Singh and
Richard D. De Veaux and
George Karypis and
Francesco Bonchi and
Jennifer Hill},
title = {Topology-Based Clusterwise Regression for User Segmentation and Demand
Forecasting},
booktitle = {2019 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2019, Washington, DC, USA, October 5-8, 2019},
pages = {326--336},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/DSAA.2019.00048},
doi = {10.1109/DSAA.2019.00048},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/Rivera-CastroPP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/RoshanaeiTMCZ19,
author = {Mahnaz Roshanaei and
Christopher Tran and
Sylvia Morelli and
Cornelia Caragea and
Elena Zheleva},
editor = {Lisa Singh and
Richard D. De Veaux and
George Karypis and
Francesco Bonchi and
Jennifer Hill},
title = {Paths to Empathy: Heterogeneous Effects of Reading Personal Stories
Online},
booktitle = {2019 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2019, Washington, DC, USA, October 5-8, 2019},
pages = {570--579},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/DSAA.2019.00072},
doi = {10.1109/DSAA.2019.00072},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/RoshanaeiTMCZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/SarkarP0S19,
author = {Pinaki Ranjan Sarkar and
Priya Prabhakar and
Deepak Mishra and
Gorthi R. K. S. S. Manyam},
editor = {Lisa Singh and
Richard D. De Veaux and
George Karypis and
Francesco Bonchi and
Jennifer Hill},
title = {Towards Automated Breast Mass Classification using Deep Learning Framework},
booktitle = {2019 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2019, Washington, DC, USA, October 5-8, 2019},
pages = {453--462},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/DSAA.2019.00060},
doi = {10.1109/DSAA.2019.00060},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/SarkarP0S19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/Shah19,
author = {Neil Shah},
editor = {Lisa Singh and
Richard D. De Veaux and
George Karypis and
Francesco Bonchi and
Jennifer Hill},
title = {{FARE:} Schema-Agnostic Anomaly Detection in Social Event Logs},
booktitle = {2019 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2019, Washington, DC, USA, October 5-8, 2019},
pages = {337--350},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/DSAA.2019.00049},
doi = {10.1109/DSAA.2019.00049},
timestamp = {Thu, 06 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/Shah19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ShiCC019,
author = {Chunxiu Shi and
Jie Chen and
Juan Chen and
Zheng Zhang},
editor = {Lisa Singh and
Richard D. De Veaux and
George Karypis and
Francesco Bonchi and
Jennifer Hill},
title = {Feature Enhanced Fully Convolutional Networks for Monocular Depth
Estimation},
booktitle = {2019 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2019, Washington, DC, USA, October 5-8, 2019},
pages = {270--276},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/DSAA.2019.00042},
doi = {10.1109/DSAA.2019.00042},
timestamp = {Thu, 06 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/ShiCC019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/Siu19,
author = {Chapman Siu},
editor = {Lisa Singh and
Richard D. De Veaux and
George Karypis and
Francesco Bonchi and
Jennifer Hill},
title = {Residual Networks Behave Like Boosting Algorithms},
booktitle = {2019 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2019, Washington, DC, USA, October 5-8, 2019},
pages = {31--40},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/DSAA.2019.00017},
doi = {10.1109/DSAA.2019.00017},
timestamp = {Thu, 06 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/Siu19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/StefaniSUK19,
author = {Lorenzo De Stefani and
Leonhard F. Spiegelberg and
Eli Upfal and
Tim Kraska},
editor = {Lisa Singh and
Richard D. De Veaux and
George Karypis and
Francesco Bonchi and
Jennifer Hill},
title = {VizCertify: {A} Framework for Secure Visual Data Exploration},
booktitle = {2019 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2019, Washington, DC, USA, October 5-8, 2019},
pages = {241--251},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/DSAA.2019.00039},
doi = {10.1109/DSAA.2019.00039},
timestamp = {Thu, 06 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/StefaniSUK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/StefaniU19,
author = {Lorenzo De Stefani and
Eli Upfal},
editor = {Lisa Singh and
Richard D. De Veaux and
George Karypis and
Francesco Bonchi and
Jennifer Hill},
title = {A Rademacher Complexity Based Method for Controlling Power and Confidence
Level in Adaptive Statistical Analysis},
booktitle = {2019 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2019, Washington, DC, USA, October 5-8, 2019},
pages = {71--80},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/DSAA.2019.00021},
doi = {10.1109/DSAA.2019.00021},
timestamp = {Thu, 06 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/StefaniU19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/SugiartoLS19,
author = {Hendrik Santoso Sugiarto and
Ee{-}Peng Lim and
Ngak{-}Leng Sim},
editor = {Lisa Singh and
Richard D. De Veaux and
George Karypis and
Francesco Bonchi and
Jennifer Hill},
title = {On Analysing Supply and Demand in Labor Markets: Framework, Model
and System},
booktitle = {2019 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2019, Washington, DC, USA, October 5-8, 2019},
pages = {511--520},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/DSAA.2019.00066},
doi = {10.1109/DSAA.2019.00066},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/SugiartoLS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/TripathiDJN19,
author = {Rahul Tripathi and
Balaji Dhamodharaswamy and
Srinivasan Jagannathan and
Abhishek Nandi},
editor = {Lisa Singh and
Richard D. De Veaux and
George Karypis and
Francesco Bonchi and
Jennifer Hill},
title = {Detecting Sensitive Content in Spoken Language},
booktitle = {2019 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2019, Washington, DC, USA, October 5-8, 2019},
pages = {374--381},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/DSAA.2019.00052},
doi = {10.1109/DSAA.2019.00052},
timestamp = {Thu, 06 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/TripathiDJN19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/Warnke-SommerD19,
author = {Julia D. Warnke{-}Sommer and
Franklin E. Damann},
editor = {Lisa Singh and
Richard D. De Veaux and
George Karypis and
Francesco Bonchi and
Jennifer Hill},
title = {Machine Learning for Efficient Integration of Record Systems for Missing
{US} Service Members},
booktitle = {2019 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2019, Washington, DC, USA, October 5-8, 2019},
pages = {561--569},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/DSAA.2019.00071},
doi = {10.1109/DSAA.2019.00071},
timestamp = {Thu, 06 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/Warnke-SommerD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/WuXW19,
author = {Peng Wu and
Tianchen Xu and
Yuanjia Wang},
editor = {Lisa Singh and
Richard D. De Veaux and
George Karypis and
Francesco Bonchi and
Jennifer Hill},
title = {Learning Personalized Treatment Rules from Electronic Health Records
Using Topic Modeling Feature Extraction},
booktitle = {2019 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2019, Washington, DC, USA, October 5-8, 2019},
pages = {392--402},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/DSAA.2019.00054},
doi = {10.1109/DSAA.2019.00054},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/WuXW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/YangM19,
author = {Kaixu Yang and
Taps Maiti},
editor = {Lisa Singh and
Richard D. De Veaux and
George Karypis and
Francesco Bonchi and
Jennifer Hill},
title = {On the Classification Consistency of High-Dimensional Sparse Neural
Network},
booktitle = {2019 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2019, Washington, DC, USA, October 5-8, 2019},
pages = {173--182},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/DSAA.2019.00032},
doi = {10.1109/DSAA.2019.00032},
timestamp = {Thu, 06 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/YangM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/YuanW19,
author = {Yifang Yuan and
Qingxiang Wang},
editor = {Lisa Singh and
Richard D. De Veaux and
George Karypis and
Francesco Bonchi and
Jennifer Hill},
title = {Detection Model of Depression Based on Eye Movement Trajectory},
booktitle = {2019 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2019, Washington, DC, USA, October 5-8, 2019},
pages = {612--613},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/DSAA.2019.00082},
doi = {10.1109/DSAA.2019.00082},
timestamp = {Thu, 06 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/YuanW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ZechDSWM19,
author = {Julianne Zech and
Fransiska Dale and
Lisa Singh and
Jamillah Williams and
Naomi Mezey},
editor = {Lisa Singh and
Richard D. De Veaux and
George Karypis and
Francesco Bonchi and
Jennifer Hill},
title = {Exploring the Relationship Between Conversation Using {\#}MeToo and
University Harassment Policies},
booktitle = {2019 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2019, Washington, DC, USA, October 5-8, 2019},
pages = {614--615},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/DSAA.2019.00083},
doi = {10.1109/DSAA.2019.00083},
timestamp = {Thu, 06 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/ZechDSWM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ZhaoAW19,
author = {Zhenyu Zhao and
Radhika Anand and
Mallory Wang},
editor = {Lisa Singh and
Richard D. De Veaux and
George Karypis and
Francesco Bonchi and
Jennifer Hill},
title = {Maximum Relevance and Minimum Redundancy Feature Selection Methods
for a Marketing Machine Learning Platform},
booktitle = {2019 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2019, Washington, DC, USA, October 5-8, 2019},
pages = {442--452},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/DSAA.2019.00059},
doi = {10.1109/DSAA.2019.00059},
timestamp = {Thu, 06 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/ZhaoAW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ZhaoH19,
author = {Zhenyu Zhao and
Totte Harinen},
editor = {Lisa Singh and
Richard D. De Veaux and
George Karypis and
Francesco Bonchi and
Jennifer Hill},
title = {Uplift Modeling for Multiple Treatments with Cost Optimization},
booktitle = {2019 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2019, Washington, DC, USA, October 5-8, 2019},
pages = {422--431},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/DSAA.2019.00057},
doi = {10.1109/DSAA.2019.00057},
timestamp = {Thu, 06 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/ZhaoH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ZhengL0XHLNDY19,
author = {Lei Zheng and
Chun{-}Ta Lu and
Lifang He and
Sihong Xie and
He Huang and
Chaozhuo Li and
Vahid Noroozi and
Bowen Dong and
Philip S. Yu},
editor = {Lisa Singh and
Richard D. De Veaux and
George Karypis and
Francesco Bonchi and
Jennifer Hill},
title = {{MARS:} Memory Attention-Aware Recommender System},
booktitle = {2019 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2019, Washington, DC, USA, October 5-8, 2019},
pages = {11--20},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/DSAA.2019.00015},
doi = {10.1109/DSAA.2019.00015},
timestamp = {Mon, 27 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/ZhengL0XHLNDY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/dsaa/2019,
editor = {Lisa Singh and
Richard D. De Veaux and
George Karypis and
Francesco Bonchi and
Jennifer Hill},
title = {2019 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2019, Washington, DC, USA, October 5-8, 2019},
publisher = {{IEEE}},
year = {2019},
url = {https://ieeexplore.ieee.org/xpl/conhome/8961324/proceeding},
isbn = {978-1-7281-4493-1},
timestamp = {Thu, 06 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/2019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/Ahlmann-EltzeY18,
author = {Constantin Ahlmann{-}Eltze and
Christopher Yau},
editor = {Francesco Bonchi and
Foster J. Provost and
Tina Eliassi{-}Rad and
Wei Wang and
Ciro Cattuto and
Rayid Ghani},
title = {MixDir: Scalable Bayesian Clustering for High-Dimensional Categorical
Data},
booktitle = {5th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2018, Turin, Italy, October 1-3, 2018},
pages = {526--539},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/DSAA.2018.00068},
doi = {10.1109/DSAA.2018.00068},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/Ahlmann-EltzeY18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/AhmadiMKG018,
author = {Zahra Ahmadi and
Peter Martens and
Christopher Koch and
Thomas Gottron and
Stefan Kramer},
editor = {Francesco Bonchi and
Foster J. Provost and
Tina Eliassi{-}Rad and
Wei Wang and
Ciro Cattuto and
Rayid Ghani},
title = {Towards Bankruptcy Prediction: Deep Sentiment Mining to Detect Financial
Distress from Business Management Reports},
booktitle = {5th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2018, Turin, Italy, October 1-3, 2018},
pages = {293--302},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/DSAA.2018.00040},
doi = {10.1109/DSAA.2018.00040},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/AhmadiMKG018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/Atkinson18,
author = {Thomas M. Atkinson},
editor = {Francesco Bonchi and
Foster J. Provost and
Tina Eliassi{-}Rad and
Wei Wang and
Ciro Cattuto and
Rayid Ghani},
title = {Latent Dirichlet Allocation in Discovering Goals in Patients Undergoing
Bladder Cancer Surgery},
booktitle = {5th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2018, Turin, Italy, October 1-3, 2018},
pages = {540--546},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/DSAA.2018.00069},
doi = {10.1109/DSAA.2018.00069},
timestamp = {Tue, 05 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/Atkinson18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/AwartaniM18,
author = {Faisal Awartani and
Bryanna Millis},
editor = {Francesco Bonchi and
Foster J. Provost and
Tina Eliassi{-}Rad and
Wei Wang and
Ciro Cattuto and
Rayid Ghani},
title = {Determinants of Growth in Micro and Small Enterprises: Empirical Evidence
from Jordan},
booktitle = {5th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2018, Turin, Italy, October 1-3, 2018},
pages = {614--622},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/DSAA.2018.00079},
doi = {10.1109/DSAA.2018.00079},
timestamp = {Tue, 05 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/AwartaniM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/AzziniMTBR18,
author = {Antonia Azzini and
Stefania Marrara and
Amir Topalovic and
Mirjana Pejic Bach and
Matthew J. Rattigan},
editor = {Francesco Bonchi and
Foster J. Provost and
Tina Eliassi{-}Rad and
Wei Wang and
Ciro Cattuto and
Rayid Ghani},
title = {Opportunities and Risks for Data Science in Organizations: Banking,
Finance, and Policy - Special Session Overview},
booktitle = {5th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2018, Turin, Italy, October 1-3, 2018},
pages = {612--613},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/DSAA.2018.00078},
doi = {10.1109/DSAA.2018.00078},
timestamp = {Sun, 06 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/AzziniMTBR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/Banerjee18,
author = {Snehasish Banerjee},
editor = {Francesco Bonchi and
Foster J. Provost and
Tina Eliassi{-}Rad and
Wei Wang and
Ciro Cattuto and
Rayid Ghani},
title = {A Methodological Template to Construct Ground Truth of Authentic and
Fake Online Reviews},
booktitle = {5th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2018, Turin, Italy, October 1-3, 2018},
pages = {641--648},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/DSAA.2018.00083},
doi = {10.1109/DSAA.2018.00083},
timestamp = {Tue, 05 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/Banerjee18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/BasakMSK18,
author = {Aniruddha Basak and
Ole J. Mengshoel and
Kevin M. Schmidt and
Chinmay Kulkarni},
editor = {Francesco Bonchi and
Foster J. Provost and
Tina Eliassi{-}Rad and
Wei Wang and
Ciro Cattuto and
Rayid Ghani},
title = {Wetting and Drying of Soil: From Data to Understandable Models for
Prediction},
booktitle = {5th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2018, Turin, Italy, October 1-3, 2018},
pages = {303--312},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/DSAA.2018.00041},
doi = {10.1109/DSAA.2018.00041},
timestamp = {Wed, 01 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/BasakMSK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/BenamaraBFPPV18,
author = {Farah Benamara and
Cristina Bosco and
Elisabetta Fersini and
Gabriella Pasi and
Viviana Patti and
Marco Viviani},
editor = {Francesco Bonchi and
Foster J. Provost and
Tina Eliassi{-}Rad and
Wei Wang and
Ciro Cattuto and
Rayid Ghani},
title = {SeCredISData 2018: Special Session on Sentiment, Emotion, and Credibility
of Information in Social Data},
booktitle = {5th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2018, Turin, Italy, October 1-3, 2018},
pages = {638--640},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/DSAA.2018.00082},
doi = {10.1109/DSAA.2018.00082},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/BenamaraBFPPV18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/BeyerUMNPSNS18,
author = {Christian Beyer and
Vishnu Unnikrishnan and
Pawel Matuszyk and
Uli Niemann and
R{\"{u}}diger Pryss and
Winfried Schlee and
Eirini Ntoutsi and
Myra Spiliopoulou},
editor = {Francesco Bonchi and
Foster J. Provost and
Tina Eliassi{-}Rad and
Wei Wang and
Ciro Cattuto and
Rayid Ghani},
title = {Entity-Level Stream Classification: Exploiting Entity Similarity to
Label the Future Observations Referring to an Entity},
booktitle = {5th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2018, Turin, Italy, October 1-3, 2018},
pages = {246--255},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/DSAA.2018.00035},
doi = {10.1109/DSAA.2018.00035},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/BeyerUMNPSNS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/BieshaarDSS18,
author = {Maarten Bieshaar and
Malte Depping and
Jan Schneegans and
Bernhard Sick},
editor = {Francesco Bonchi and
Foster J. Provost and
Tina Eliassi{-}Rad and
Wei Wang and
Ciro Cattuto and
Rayid Ghani},
title = {Starting Movement Detection of Cyclists Using Smart Devices},
booktitle = {5th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2018, Turin, Italy, October 1-3, 2018},
pages = {313--322},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/DSAA.2018.00042},
doi = {10.1109/DSAA.2018.00042},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/BieshaarDSS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/BlaiseDS18,
author = {Jean{-}Yves Blaise and
Iwona Dudek and
Gamze Saygi},
editor = {Francesco Bonchi and
Foster J. Provost and
Tina Eliassi{-}Rad and
Wei Wang and
Ciro Cattuto and
Rayid Ghani},
title = {Citizen Contributions and Minor Heritage: Feedback on Modeling and
Visualising an Information Mash-up},
booktitle = {5th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2018, Turin, Italy, October 1-3, 2018},
pages = {11--20},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/DSAA.2018.00011},
doi = {10.1109/DSAA.2018.00011},
timestamp = {Tue, 05 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/BlaiseDS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/BoubrahimiMA18,
author = {Soukaina Filali Boubrahimi and
Ruizhe Ma and
Rafal A. Angryk},
editor = {Francesco Bonchi and
Foster J. Provost and
Tina Eliassi{-}Rad and
Wei Wang and
Ciro Cattuto and
Rayid Ghani},
title = {Neuro-Ensemble for Time Series Data Classification},
booktitle = {5th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2018, Turin, Italy, October 1-3, 2018},
pages = {50--59},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/DSAA.2018.00015},
doi = {10.1109/DSAA.2018.00015},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/BoubrahimiMA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/BunsePMRR18,
author = {Mirko Bunse and
Nico Piatkowski and
Katharina Morik and
Tim Ruhe and
Wolfgang Rhode},
editor = {Francesco Bonchi and
Foster J. Provost and
Tina Eliassi{-}Rad and
Wei Wang and
Ciro Cattuto and
Rayid Ghani},
title = {Unification of Deconvolution Algorithms for Cherenkov Astronomy},
booktitle = {5th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2018, Turin, Italy, October 1-3, 2018},
pages = {21--30},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/DSAA.2018.00012},
doi = {10.1109/DSAA.2018.00012},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/BunsePMRR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ChristoforidisK18,
author = {Giannis Christoforidis and
Pavlos Kefalas and
Apostolos Papadopoulos and
Yannis Manolopoulos},
editor = {Francesco Bonchi and
Foster J. Provost and
Tina Eliassi{-}Rad and
Wei Wang and
Ciro Cattuto and
Rayid Ghani},
title = {Recommendation of Points-of-Interest Using Graph Embeddings},
booktitle = {5th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2018, Turin, Italy, October 1-3, 2018},
pages = {31--40},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/DSAA.2018.00013},
doi = {10.1109/DSAA.2018.00013},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/ChristoforidisK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ClarkLJ18,
author = {James Clark and
Zhen Liu and
Nathalie Japkowicz},
editor = {Francesco Bonchi and
Foster J. Provost and
Tina Eliassi{-}Rad and
Wei Wang and
Ciro Cattuto and
Rayid Ghani},
title = {Adaptive Threshold for Outlier Detection on Data Streams},
booktitle = {5th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2018, Turin, Italy, October 1-3, 2018},
pages = {41--49},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/DSAA.2018.00014},
doi = {10.1109/DSAA.2018.00014},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/ClarkLJ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/DErricoPA18,
author = {Francesca D'Errico and
Marinella Paciello and
Matteo Amadei},
editor = {Francesco Bonchi and
Foster J. Provost and
Tina Eliassi{-}Rad and
Wei Wang and
Ciro Cattuto and
Rayid Ghani},
title = {Behind Our Words: Psychological Paths Underlying the Un/Supportive
Stance Toward Immigrants in Social Media},
booktitle = {5th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2018, Turin, Italy, October 1-3, 2018},
pages = {649--656},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/DSAA.2018.00084},
doi = {10.1109/DSAA.2018.00084},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/DErricoPA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/DiniCM18,
author = {Luca Dini and
Paolo Curtoni and
Elena Melnikova},
editor = {Francesco Bonchi and
Foster J. Provost and
Tina Eliassi{-}Rad and
Wei Wang and
Ciro Cattuto and
Rayid Ghani},
title = {Portability of Aspect Based Sentiment Analysis: Thirty Minutes for
a Proof of Concept},
booktitle = {5th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2018, Turin, Italy, October 1-3, 2018},
pages = {657--664},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/DSAA.2018.00085},
doi = {10.1109/DSAA.2018.00085},
timestamp = {Tue, 05 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/DiniCM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/DupreMAM18,
author = {Damien Dupr{\'{e}} and
Gary McKeown and
Nicole Andelic and
Gawain Morrison},
editor = {Francesco Bonchi and
Foster J. Provost and
Tina Eliassi{-}Rad and
Wei Wang and
Ciro Cattuto and
Rayid Ghani},
title = {Willingness to Share Emotion Information on Social Media: Influence
of Personality and Social Context},
booktitle = {5th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2018, Turin, Italy, October 1-3, 2018},
pages = {665--672},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/DSAA.2018.00086},
doi = {10.1109/DSAA.2018.00086},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/DupreMAM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/FejzaGLB18,
author = {Amela Fejza and
Pierre Genev{\`{e}}s and
Nabil Laya{\"{\i}}da and
Jean{-}Luc Bosson},
editor = {Francesco Bonchi and
Foster J. Provost and
Tina Eliassi{-}Rad and
Wei Wang and
Ciro Cattuto and
Rayid Ghani},
title = {Scalable and Interpretable Predictive Models for Electronic Health
Records},
booktitle = {5th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2018, Turin, Italy, October 1-3, 2018},
pages = {341--350},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/DSAA.2018.00045},
doi = {10.1109/DSAA.2018.00045},
timestamp = {Tue, 05 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/FejzaGLB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/FerrettiBPLL18,
author = {Michele Ferretti and
Gianni Barlacchi and
Luca Pappalardo and
Lorenzo Lucchini and
Bruno Lepri},
editor = {Francesco Bonchi and
Foster J. Provost and
Tina Eliassi{-}Rad and
Wei Wang and
Ciro Cattuto and
Rayid Ghani},
title = {Weak Nodes Detection in Urban Transport Systems: Planning for Resilience
in Singapore},
booktitle = {5th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2018, Turin, Italy, October 1-3, 2018},
pages = {472--480},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/DSAA.2018.00061},
doi = {10.1109/DSAA.2018.00061},
timestamp = {Tue, 05 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/FerrettiBPLL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ForastiereMWA18,
author = {Laura Forastiere and
Fabrizia Mealli and
Albert Wu and
Edoardo M. Airoldi},
editor = {Francesco Bonchi and
Foster J. Provost and
Tina Eliassi{-}Rad and
Wei Wang and
Ciro Cattuto and
Rayid Ghani},
title = {Estimating Causal Effects on Social Networks},
booktitle = {5th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2018, Turin, Italy, October 1-3, 2018},
pages = {60--69},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/DSAA.2018.00016},
doi = {10.1109/DSAA.2018.00016},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/ForastiereMWA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/Garcia-MartinLG18,
author = {Eva Garc{\'{\i}}a{-}Mart{\'{\i}}n and
Niklas Lavesson and
H{\aa}kan Grahn and
Emiliano Casalicchio and
Veselka Boeva},
editor = {Francesco Bonchi and
Foster J. Provost and
Tina Eliassi{-}Rad and
Wei Wang and
Ciro Cattuto and
Rayid Ghani},
title = {Hoeffding Trees with Nmin Adaptation},
booktitle = {5th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2018, Turin, Italy, October 1-3, 2018},
pages = {70--79},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/DSAA.2018.00017},
doi = {10.1109/DSAA.2018.00017},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/Garcia-MartinLG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/GervasoniFPS18,
author = {Luciano Gervasoni and
Serge Fenet and
Regis Perrier and
Peter F. Sturm},
editor = {Francesco Bonchi and
Foster J. Provost and
Tina Eliassi{-}Rad and
Wei Wang and
Ciro Cattuto and
Rayid Ghani},
title = {Convolutional Neural Networks for Disaggregated Population Mapping
Using Open Data},
booktitle = {5th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2018, Turin, Italy, October 1-3, 2018},
pages = {594--603},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/DSAA.2018.00076},
doi = {10.1109/DSAA.2018.00076},
timestamp = {Tue, 05 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/GervasoniFPS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/GilpinBYBSK18,
author = {Leilani H. Gilpin and
David Bau and
Ben Z. Yuan and
Ayesha Bajwa and
Michael A. Specter and
Lalana Kagal},
editor = {Francesco Bonchi and
Foster J. Provost and
Tina Eliassi{-}Rad and
Wei Wang and
Ciro Cattuto and
Rayid Ghani},
title = {Explaining Explanations: An Overview of Interpretability of Machine
Learning},
booktitle = {5th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2018, Turin, Italy, October 1-3, 2018},
pages = {80--89},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/DSAA.2018.00018},
doi = {10.1109/DSAA.2018.00018},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/GilpinBYBSK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/GiobergiaBCCMNT18,
author = {Flavio Giobergia and
Elena Baralis and
Maria Camuglia and
Tania Cerquitelli and
Marco Mellia and
Alessandra Neri and
Davide Tricarico and
Alessia Tuninetti},
editor = {Francesco Bonchi and
Foster J. Provost and
Tina Eliassi{-}Rad and
Wei Wang and
Ciro Cattuto and
Rayid Ghani},
title = {Mining Sensor Data for Predictive Maintenance in the Automotive Industry},
booktitle = {5th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2018, Turin, Italy, October 1-3, 2018},
pages = {351--360},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/DSAA.2018.00046},
doi = {10.1109/DSAA.2018.00046},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/GiobergiaBCCMNT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/GuidottiMR18,
author = {Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo},
editor = {Francesco Bonchi and
Foster J. Provost and
Tina Eliassi{-}Rad and
Wei Wang and
Ciro Cattuto and
Rayid Ghani},
title = {Learning Data Mining},
booktitle = {5th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2018, Turin, Italy, October 1-3, 2018},
pages = {361--370},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/DSAA.2018.00047},
doi = {10.1109/DSAA.2018.00047},
timestamp = {Tue, 05 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/GuidottiMR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/HanJTGZ18,
author = {Qiwei Han and
Mengxin Ji and
Inigo Martinez de Rituerto de Troya and
Manas Gaur and
Leid Zejnilovic},
editor = {Francesco Bonchi and
Foster J. Provost and
Tina Eliassi{-}Rad and
Wei Wang and
Ciro Cattuto and
Rayid Ghani},
title = {A Hybrid Recommender System for Patient-Doctor Matchmaking in Primary
Care},
booktitle = {5th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2018, Turin, Italy, October 1-3, 2018},
pages = {481--490},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/DSAA.2018.00062},
doi = {10.1109/DSAA.2018.00062},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/HanJTGZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/HuangLT18,
author = {Huai{-}Shuo Huang and
Chien{-}Liang Liu and
Vincent S. Tseng},
editor = {Francesco Bonchi and
Foster J. Provost and
Tina Eliassi{-}Rad and
Wei Wang and
Ciro Cattuto and
Rayid Ghani},
title = {Multivariate Time Series Early Classification Using Multi-Domain Deep
Neural Network},
booktitle = {5th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2018, Turin, Italy, October 1-3, 2018},
pages = {90--98},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/DSAA.2018.00019},
doi = {10.1109/DSAA.2018.00019},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/HuangLT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/IslamBGBBLBGG18,
author = {Saiyedul Islam and
Sundar Balasubramaniam and
Shruti Gupta and
Shikhar Brajesh and
Rohan Badlani and
Nitin Labhishetty and
Abhinav Baid and
Poonam Goyal and
Navneet Goyal},
editor = {Francesco Bonchi and
Foster J. Provost and
Tina Eliassi{-}Rad and
Wei Wang and
Ciro Cattuto and
Rayid Ghani},
title = {Pattern-Based Automatic Parallelization of Representative-Based Clustering
Algorithms},
booktitle = {5th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2018, Turin, Italy, October 1-3, 2018},
pages = {99--108},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/DSAA.2018.00020},
doi = {10.1109/DSAA.2018.00020},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/IslamBGBBLBGG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/KuleshovBB18,
author = {Alexander P. Kuleshov and
Alexander Bernstein and
Evgeny Burnaev},
editor = {Francesco Bonchi and
Foster J. Provost and
Tina Eliassi{-}Rad and
Wei Wang and
Ciro Cattuto and
Rayid Ghani},
title = {Kernel Regression on Manifold Valued Data},
booktitle = {5th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2018, Turin, Italy, October 1-3, 2018},
pages = {120--129},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/DSAA.2018.00022},
doi = {10.1109/DSAA.2018.00022},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/KuleshovBB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/LamC18,
author = {Alron Jan Lam and
Charibeth Cheng},
editor = {Francesco Bonchi and
Foster J. Provost and
Tina Eliassi{-}Rad and
Wei Wang and
Ciro Cattuto and
Rayid Ghani},
title = {Utilizing Tweet Content for the Detection of Sentiment-Based Interaction
Communities on Twitter},
booktitle = {5th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2018, Turin, Italy, October 1-3, 2018},
pages = {682--691},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/DSAA.2018.00088},
doi = {10.1109/DSAA.2018.00088},
timestamp = {Tue, 05 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/LamC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/LiedtkaM18,
author = {David Liedtka and
Luke McDowell},
editor = {Francesco Bonchi and
Foster J. Provost and
Tina Eliassi{-}Rad and
Wei Wang and
Ciro Cattuto and
Rayid Ghani},
title = {Fully Heterogeneous Collective Regression},
booktitle = {5th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2018, Turin, Italy, October 1-3, 2018},
pages = {130--139},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/DSAA.2018.00023},
doi = {10.1109/DSAA.2018.00023},
timestamp = {Tue, 05 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/LiedtkaM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/Lu018,
author = {Yifeng Lu and
Thomas Seidl},
editor = {Francesco Bonchi and
Foster J. Provost and
Tina Eliassi{-}Rad and
Wei Wang and
Ciro Cattuto and
Rayid Ghani},
title = {Towards Efficient Closed Infrequent Itemset Mining Using Bi-Directional
Traversing},
booktitle = {5th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2018, Turin, Italy, October 1-3, 2018},
pages = {140--149},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/DSAA.2018.00024},
doi = {10.1109/DSAA.2018.00024},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/Lu018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/LulliOCPA18,
author = {Alessandro Lulli and
Luca Oneto and
Renzo Canepa and
Simone Petralli and
Davide Anguita},
editor = {Francesco Bonchi and
Foster J. Provost and
Tina Eliassi{-}Rad and
Wei Wang and
Ciro Cattuto and
Rayid Ghani},
title = {Large-Scale Railway Networks Train Movements: {A} Dynamic, Interpretable,
and Robust Hybrid Data Analytics System},
booktitle = {5th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2018, Turin, Italy, October 1-3, 2018},
pages = {371--380},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/DSAA.2018.00048},
doi = {10.1109/DSAA.2018.00048},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/LulliOCPA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/MartinBR18,
author = {Nevin Martin and
Thomas Buchheit and
Shahed Reza},
editor = {Francesco Bonchi and
Foster J. Provost and
Tina Eliassi{-}Rad and
Wei Wang and
Ciro Cattuto and
Rayid Ghani},
title = {Selection of a Nominal Device Using Functional Data Analysis},
booktitle = {5th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2018, Turin, Italy, October 1-3, 2018},
pages = {381--386},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/DSAA.2018.00049},
doi = {10.1109/DSAA.2018.00049},
timestamp = {Tue, 05 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/MartinBR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/MehtaMSKB18,
author = {Priya Mehta and
Jithin Mathews and
K. Suryamukhi and
K. Sandeep Kumar and
Ch. Sobhan Babu},
editor = {Francesco Bonchi and
Foster J. Provost and
Tina Eliassi{-}Rad and
Wei Wang and
Ciro Cattuto and
Rayid Ghani},
title = {Predictive Modeling for Identifying Return Defaulters in Goods and
Services Tax},
booktitle = {5th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2018, Turin, Italy, October 1-3, 2018},
pages = {631--637},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/DSAA.2018.00081},
doi = {10.1109/DSAA.2018.00081},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/MehtaMSKB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/MinCL18,
author = {Eun Jeong Min and
Changgee Chang and
Qi Long},
editor = {Francesco Bonchi and
Foster J. Provost and
Tina Eliassi{-}Rad and
Wei Wang and
Ciro Cattuto and
Rayid Ghani},
title = {Generalized Bayesian Factor Analysis for Integrative Clustering with
Applications to Multi-Omics Data},
booktitle = {5th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2018, Turin, Italy, October 1-3, 2018},
pages = {109--119},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/DSAA.2018.00021},
doi = {10.1109/DSAA.2018.00021},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/MinCL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/MishevaGP18,
author = {Branka Hadji Misheva and
Paolo Giudici and
Valentino Pediroda},
editor = {Francesco Bonchi and
Foster J. Provost and
Tina Eliassi{-}Rad and
Wei Wang and
Ciro Cattuto and
Rayid Ghani},
title = {Network-Based Models to Improve Credit Scoring Accuracy},
booktitle = {5th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2018, Turin, Italy, October 1-3, 2018},
pages = {623--630},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/DSAA.2018.00080},
doi = {10.1109/DSAA.2018.00080},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/MishevaGP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/MonizRCC18,
author = {Nuno Moniz and
Rita P. Ribeiro and
V{\'{\i}}tor Cerqueira and
Nitesh V. Chawla},
editor = {Francesco Bonchi and
Foster J. Provost and
Tina Eliassi{-}Rad and
Wei Wang and
Ciro Cattuto and
Rayid Ghani},
title = {SMOTEBoost for Regression: Improving the Prediction of Extreme Values},
booktitle = {5th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2018, Turin, Italy, October 1-3, 2018},
pages = {150--159},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/DSAA.2018.00025},
doi = {10.1109/DSAA.2018.00025},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/MonizRCC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/MulrennanDTM18,
author = {Konrad Mulrennan and
John Donovan and
David Tormey and
Russell Macpherson},
editor = {Francesco Bonchi and
Foster J. Provost and
Tina Eliassi{-}Rad and
Wei Wang and
Ciro Cattuto and
Rayid Ghani},
title = {A Data Science Approach to Modelling a Manufacturing Facility's Electrical
Energy Profile from Plant Production Data},
booktitle = {5th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2018, Turin, Italy, October 1-3, 2018},
pages = {387--391},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/DSAA.2018.00050},
doi = {10.1109/DSAA.2018.00050},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/MulrennanDTM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/Murtagh18,
author = {Fionn Murtagh},
editor = {Francesco Bonchi and
Foster J. Provost and
Tina Eliassi{-}Rad and
Wei Wang and
Ciro Cattuto and
Rayid Ghani},
title = {Analysing Activities, Contextualized for General Health, Depression
and Demographics},
booktitle = {5th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2018, Turin, Italy, October 1-3, 2018},
pages = {547--554},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/DSAA.2018.00070},
doi = {10.1109/DSAA.2018.00070},
timestamp = {Tue, 05 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/Murtagh18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/NadaiL18,
author = {Marco De Nadai and
Bruno Lepri},
editor = {Francesco Bonchi and
Foster J. Provost and
Tina Eliassi{-}Rad and
Wei Wang and
Ciro Cattuto and
Rayid Ghani},
title = {The Economic Value of Neighborhoods: Predicting Real Estate Prices
from the Urban Environment},
booktitle = {5th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2018, Turin, Italy, October 1-3, 2018},
pages = {323--330},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/DSAA.2018.00043},
doi = {10.1109/DSAA.2018.00043},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/NadaiL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/NapalkovaAR18,
author = {Liana Napalkova and
Pablo Arag{\'{o}}n and
Juan Carlos Castro Robles},
editor = {Francesco Bonchi and
Foster J. Provost and
Tina Eliassi{-}Rad and
Wei Wang and
Ciro Cattuto and
Rayid Ghani},
title = {Big Data-Driven Platform for Cross-Media Monitoring},
booktitle = {5th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2018, Turin, Italy, October 1-3, 2018},
pages = {392--399},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/DSAA.2018.00051},
doi = {10.1109/DSAA.2018.00051},
timestamp = {Thu, 09 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/NapalkovaAR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/NguyenVHGF18,
author = {Duong Nguyen and
Rodolphe Vadaine and
Guillaume Hajduch and
Ren{\'{e}} Garello and
Ronan Fablet},
editor = {Francesco Bonchi and
Foster J. Provost and
Tina Eliassi{-}Rad and
Wei Wang and
Ciro Cattuto and
Rayid Ghani},
title = {A Multi-Task Deep Learning Architecture for Maritime Surveillance
Using {AIS} Data Streams},
booktitle = {5th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2018, Turin, Italy, October 1-3, 2018},
pages = {331--340},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/DSAA.2018.00044},
doi = {10.1109/DSAA.2018.00044},
timestamp = {Tue, 05 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/NguyenVHGF18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/NiemeyerA18,
author = {Michael Niemeyer and
Ognjen Arandjelovic},
editor = {Francesco Bonchi and
Foster J. Provost and
Tina Eliassi{-}Rad and
Wei Wang and
Ciro Cattuto and
Rayid Ghani},
title = {Automatic Semantic Labelling of Images by Their Content Using Non-Parametric
Bayesian Machine Learning and Image Search Using Synthetically Generated
Image Collages},
booktitle = {5th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2018, Turin, Italy, October 1-3, 2018},
pages = {160--168},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/DSAA.2018.00026},
doi = {10.1109/DSAA.2018.00026},
timestamp = {Tue, 05 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/NiemeyerA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/NordforsDSFGZ18,
author = {David Nordfors and
Sudipto Shankar Dasgupta and
Ganapathy Subramanian and
V. R. Ferose and
Chally Grundwag and
Behrang Zandi},
editor = {Francesco Bonchi and
Foster J. Provost and
Tina Eliassi{-}Rad and
Wei Wang and
Ciro Cattuto and
Rayid Ghani},
title = {Coolabilities {API}},
booktitle = {5th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2018, Turin, Italy, October 1-3, 2018},
pages = {491--495},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/DSAA.2018.00063},
doi = {10.1109/DSAA.2018.00063},
timestamp = {Tue, 05 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/NordforsDSFGZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/NoulasSHML18,
author = {Anastasios Noulas and
Vsevolod Salnikov and
Desislava Hristova and
Cecilia Mascolo and
Renaud Lambiotte},
editor = {Francesco Bonchi and
Foster J. Provost and
Tina Eliassi{-}Rad and
Wei Wang and
Ciro Cattuto and
Rayid Ghani},
title = {Developing and Deploying a Taxi Price Comparison Mobile App in the
Wild: Insights and Challenges},
booktitle = {5th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2018, Turin, Italy, October 1-3, 2018},
pages = {424--433},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/DSAA.2018.00055},
doi = {10.1109/DSAA.2018.00055},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/NoulasSHML18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/OlsenRRCTLTA18,
author = {Peder A. Olsen and
Karthikeyan Natesan Ramamurthy and
Javier Ribera and
Yuhao Chen and
Addie M. Thompson and
Ronny Luss and
Mitch Tuinstra and
Naoki Abe},
editor = {Francesco Bonchi and
Foster J. Provost and
Tina Eliassi{-}Rad and
Wei Wang and
Ciro Cattuto and
Rayid Ghani},
title = {Detecting and Counting Panicles in Sorghum Images},
booktitle = {5th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2018, Turin, Italy, October 1-3, 2018},
pages = {400--409},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/DSAA.2018.00052},
doi = {10.1109/DSAA.2018.00052},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/OlsenRRCTLTA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/Omidvar-Tehrani18,
author = {Behrooz Omidvar{-}Tehrani and
Sihem Amer{-}Yahia and
Laks V. S. Lakshmanan},
editor = {Francesco Bonchi and
Foster J. Provost and
Tina Eliassi{-}Rad and
Wei Wang and
Ciro Cattuto and
Rayid Ghani},
title = {Cohort Representation and Exploration},
booktitle = {5th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2018, Turin, Italy, October 1-3, 2018},
pages = {169--178},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/DSAA.2018.00027},
doi = {10.1109/DSAA.2018.00027},
timestamp = {Tue, 05 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/Omidvar-Tehrani18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/PaolottiT18,
author = {Daniela Paolotti and
Michele Tizzoni},
editor = {Francesco Bonchi and
Foster J. Provost and
Tina Eliassi{-}Rad and
Wei Wang and
Ciro Cattuto and
Rayid Ghani},
title = {{DSAA} 2018 Special Session: Data Science for Social Good},
booktitle = {5th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2018, Turin, Italy, October 1-3, 2018},
pages = {470--471},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/DSAA.2018.00060},
doi = {10.1109/DSAA.2018.00060},
timestamp = {Tue, 05 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/PaolottiT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/Paredes18,
author = {Miguel Paredes},
editor = {Francesco Bonchi and
Foster J. Provost and
Tina Eliassi{-}Rad and
Wei Wang and
Ciro Cattuto and
Rayid Ghani},
title = {A Case Study on Reducing Auto Insurance Attrition with Econometrics,
Machine Learning, and {A/B} Testing},
booktitle = {5th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2018, Turin, Italy, October 1-3, 2018},
pages = {410--414},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/DSAA.2018.00053},
doi = {10.1109/DSAA.2018.00053},
timestamp = {Tue, 05 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/Paredes18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/PhamBL18,
author = {Katherine Hoffmann Pham and
Jeremy Boy and
Miguel A. Luengo{-}Oroz},
editor = {Francesco Bonchi and
Foster J. Provost and
Tina Eliassi{-}Rad and
Wei Wang and
Ciro Cattuto and
Rayid Ghani},
title = {Data Fusion to Describe and Quantify Search and Rescue Operations
in the Mediterranean Sea},
booktitle = {5th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2018, Turin, Italy, October 1-3, 2018},
pages = {514--523},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/DSAA.2018.00066},
doi = {10.1109/DSAA.2018.00066},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/PhamBL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/QuadriZG018,
author = {Christian Quadri and
Matteo Zignani and
Sabrina Gaito and
Gian Paolo Rossi},
editor = {Francesco Bonchi and
Foster J. Provost and
Tina Eliassi{-}Rad and
Wei Wang and
Ciro Cattuto and
Rayid Ghani},
title = {On Non-Routine Places in Urban Human Mobility},
booktitle = {5th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2018, Turin, Italy, October 1-3, 2018},
pages = {584--593},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/DSAA.2018.00075},
doi = {10.1109/DSAA.2018.00075},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/QuadriZG018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/RabigerGSS18,
author = {Stefan R{\"{a}}biger and
Gizem Gezici and
Y{\"{u}}cel Saygin and
Myra Spiliopoulou},
editor = {Francesco Bonchi and
Foster J. Provost and
Tina Eliassi{-}Rad and
Wei Wang and
Ciro Cattuto and
Rayid Ghani},
title = {Predicting Worker Disagreement for More Effective Crowd Labeling},
booktitle = {5th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2018, Turin, Italy, October 1-3, 2018},
pages = {179--188},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/DSAA.2018.00028},
doi = {10.1109/DSAA.2018.00028},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/RabigerGSS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/RaffS18,
author = {Edward Raff and
Jared Sylvester},
editor = {Francesco Bonchi and
Foster J. Provost and
Tina Eliassi{-}Rad and
Wei Wang and
Ciro Cattuto and
Rayid Ghani},
title = {Gradient Reversal against Discrimination: {A} Fair Neural Network
Learning Approach},
booktitle = {5th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2018, Turin, Italy, October 1-3, 2018},
pages = {189--198},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/DSAA.2018.00029},
doi = {10.1109/DSAA.2018.00029},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/RaffS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/RajendraRMZH18,
author = {Anshu Rajendra and
Ritwik Rajendra and
Ole J. Mengshoel and
Ming Zeng and
Momina Haider},
editor = {Francesco Bonchi and
Foster J. Provost and
Tina Eliassi{-}Rad and
Wei Wang and
Ciro Cattuto and
Rayid Ghani},
title = {Captioning with Language-Based Attention},
booktitle = {5th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2018, Turin, Italy, October 1-3, 2018},
pages = {415--423},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/DSAA.2018.00054},
doi = {10.1109/DSAA.2018.00054},
timestamp = {Mon, 23 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/RajendraRMZH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/RehnA018,
author = {Patrick Rehn and
Zahra Ahmadi and
Stefan Kramer},
editor = {Francesco Bonchi and
Foster J. Provost and
Tina Eliassi{-}Rad and
Wei Wang and
Ciro Cattuto and
Rayid Ghani},
title = {Forest of Normalized Trees: Fast and Accurate Density Estimation of
Streaming Data},
booktitle = {5th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2018, Turin, Italy, October 1-3, 2018},
pages = {199--208},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/DSAA.2018.00030},
doi = {10.1109/DSAA.2018.00030},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/RehnA018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/SabathDBSDC18,
author = {M. Benjamin Sabath and
Qian Di and
Danielle Braun and
Joel Schwartz and
Francesca Dominici and
Christine Choirat},
editor = {Francesco Bonchi and
Foster J. Provost and
Tina Eliassi{-}Rad and
Wei Wang and
Ciro Cattuto and
Rayid Ghani},
title = {Airpred: {A} Flexible {R} Package Implementing Methods for Predicting
Air Pollution},
booktitle = {5th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2018, Turin, Italy, October 1-3, 2018},
pages = {577--583},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/DSAA.2018.00074},
doi = {10.1109/DSAA.2018.00074},
timestamp = {Tue, 05 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/SabathDBSDC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/SaeedOLET18,
author = {Aaqib Saeed and
Tanir Ozcelebi and
Johan Lukkien and
Jan B. F. van Erp and
Stojan Trajanovski},
editor = {Francesco Bonchi and
Foster J. Provost and
Tina Eliassi{-}Rad and
Wei Wang and
Ciro Cattuto and
Rayid Ghani},
title = {Model Adaptation and Personalization for Physiological Stress Detection},
booktitle = {5th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2018, Turin, Italy, October 1-3, 2018},
pages = {209--216},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/DSAA.2018.00031},
doi = {10.1109/DSAA.2018.00031},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/SaeedOLET18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/SanzgiriASWLS18,
author = {Ashutosh Sanzgiri and
Daniel Austin and
Kannan Sankaran and
Ryan Woodard and
Amit Lissack and
Sam Seljan},
editor = {Francesco Bonchi and
Foster J. Provost and
Tina Eliassi{-}Rad and
Wei Wang and
Ciro Cattuto and
Rayid Ghani},
title = {Classifying Sensitive Content in Online Advertisements with Deep Learning},
booktitle = {5th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2018, Turin, Italy, October 1-3, 2018},
pages = {434--441},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/DSAA.2018.00056},
doi = {10.1109/DSAA.2018.00056},
timestamp = {Tue, 05 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/SanzgiriASWLS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/SharaevAKSBBAA18,
author = {Maksim Sharaev and
Alexey Artemov and
Ekaterina Kondratyeva and
Svetlana Sushchinskaya and
Evgeny Burnaev and
Alexander Bernstein and
Renat Akzhigitov and
Alexander Andreev},
editor = {Francesco Bonchi and
Foster J. Provost and
Tina Eliassi{-}Rad and
Wei Wang and
Ciro Cattuto and
Rayid Ghani},
title = {MRI-Based Diagnostics of Depression Concomitant with Epilepsy: In
Search of the Potential Biomarkers},
booktitle = {5th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2018, Turin, Italy, October 1-3, 2018},
pages = {555--564},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/DSAA.2018.00071},
doi = {10.1109/DSAA.2018.00071},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/SharaevAKSBBAA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/SharmaDC18,
author = {Kiran Sharma and
Subhradeep Das and
Anirban Chakraborti},
editor = {Francesco Bonchi and
Foster J. Provost and
Tina Eliassi{-}Rad and
Wei Wang and
Ciro Cattuto and
Rayid Ghani},
title = {Global Income Inequality and Savings: {A} Data Science Perspective},
booktitle = {5th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2018, Turin, Italy, October 1-3, 2018},
pages = {496--503},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/DSAA.2018.00064},
doi = {10.1109/DSAA.2018.00064},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/SharmaDC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/SinoquetM18,
author = {Christine Sinoquet and
Kamel Mekhnacha},
editor = {Francesco Bonchi and
Foster J. Provost and
Tina Eliassi{-}Rad and
Wei Wang and
Ciro Cattuto and
Rayid Ghani},
title = {Random Forest Framework Customized to Handle Highly Correlated Variables:
An Extensive Experimental Study Applied to Feature Selection in Genetic
Data},
booktitle = {5th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2018, Turin, Italy, October 1-3, 2018},
pages = {217--226},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/DSAA.2018.00032},
doi = {10.1109/DSAA.2018.00032},
timestamp = {Tue, 05 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/SinoquetM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/SoongFZ18,
author = {Ken Soong and
Xin Fu and
Yang Zhou},
editor = {Francesco Bonchi and
Foster J. Provost and
Tina Eliassi{-}Rad and
Wei Wang and
Ciro Cattuto and
Rayid Ghani},
title = {Optimizing New User Experience in Online Services},
booktitle = {5th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2018, Turin, Italy, October 1-3, 2018},
pages = {442--449},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/DSAA.2018.00057},
doi = {10.1109/DSAA.2018.00057},
timestamp = {Tue, 05 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/SoongFZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/StahlS18,
author = {Daniel Stahl and
Daniel Stamate},
editor = {Francesco Bonchi and
Foster J. Provost and
Tina Eliassi{-}Rad and
Wei Wang and
Ciro Cattuto and
Rayid Ghani},
title = {Data Science Challenges in Computational Psychiatry and Psychiatric
Research},
booktitle = {5th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2018, Turin, Italy, October 1-3, 2018},
pages = {524--525},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/DSAA.2018.00067},
doi = {10.1109/DSAA.2018.00067},
timestamp = {Tue, 05 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/StahlS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/StoffiG18,
author = {Falco Joannes Bargagli Stoffi and
Giorgio Gnecco},
editor = {Francesco Bonchi and
Foster J. Provost and
Tina Eliassi{-}Rad and
Wei Wang and
Ciro Cattuto and
Rayid Ghani},
title = {Estimating Heterogeneous Causal Effects in the Presence of Irregular
Assignment Mechanisms},
booktitle = {5th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2018, Turin, Italy, October 1-3, 2018},
pages = {1--10},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/DSAA.2018.00010},
doi = {10.1109/DSAA.2018.00010},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/StoffiG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/StrohmK18,
author = {Florian Strohm and
Roman Klinger},
editor = {Francesco Bonchi and
Foster J. Provost and
Tina Eliassi{-}Rad and
Wei Wang and
Ciro Cattuto and
Rayid Ghani},
title = {An Empirical Analysis of the Role of Amplifiers, Downtoners, and Negations
in Emotion Classification in Microblogs},
booktitle = {5th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2018, Turin, Italy, October 1-3, 2018},
pages = {673--681},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/DSAA.2018.00087},
doi = {10.1109/DSAA.2018.00087},
timestamp = {Tue, 05 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/StrohmK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/TeisseireRI18,
author = {Maguelonne Teisseire and
Mathieu Roche and
Diana Inkpen},
editor = {Francesco Bonchi and
Foster J. Provost and
Tina Eliassi{-}Rad and
Wei Wang and
Ciro Cattuto and
Rayid Ghani},
title = {Environmental and Geo-Spatial Data Analytics (EnGeoData'2018)},
booktitle = {5th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2018, Turin, Italy, October 1-3, 2018},
pages = {575--576},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/DSAA.2018.00073},
doi = {10.1109/DSAA.2018.00073},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/TeisseireRI18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ToliopoulosGTPS18,
author = {Theodoros Toliopoulos and
Anastasios Gounaris and
Kostas Tsichlas and
Apostolos Papadopoulos and
Sandra Sampaio},
editor = {Francesco Bonchi and
Foster J. Provost and
Tina Eliassi{-}Rad and
Wei Wang and
Ciro Cattuto and
Rayid Ghani},
title = {Parallel Continuous Outlier Mining in Streaming Data},
booktitle = {5th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2018, Turin, Italy, October 1-3, 2018},
pages = {227--236},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/DSAA.2018.00033},
doi = {10.1109/DSAA.2018.00033},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/ToliopoulosGTPS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/TorresFFG18,
author = {Rocio Nahime Torres and
Darian Frajberg and
Piero Fraternali and
Sergio Luis Herrera Gonzales},
editor = {Francesco Bonchi and
Foster J. Provost and
Tina Eliassi{-}Rad and
Wei Wang and
Ciro Cattuto and
Rayid Ghani},
title = {Crowdsourcing Landforms for Open {GIS} Enrichment},
booktitle = {5th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2018, Turin, Italy, October 1-3, 2018},
pages = {604--611},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/DSAA.2018.00077},
doi = {10.1109/DSAA.2018.00077},
timestamp = {Tue, 05 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/TorresFFG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/Tran18,
author = {Phi Vu Tran},
editor = {Francesco Bonchi and
Foster J. Provost and
Tina Eliassi{-}Rad and
Wei Wang and
Ciro Cattuto and
Rayid Ghani},
title = {Learning to Make Predictions on Graphs with Autoencoders},
booktitle = {5th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2018, Turin, Italy, October 1-3, 2018},
pages = {237--245},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/DSAA.2018.00034},
doi = {10.1109/DSAA.2018.00034},
timestamp = {Tue, 05 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/Tran18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/TrittenbachGBS18,
author = {Holger Trittenbach and
Martin Gauch and
Klemens B{\"{o}}hm and
Katrin Schulz},
editor = {Francesco Bonchi and
Foster J. Provost and
Tina Eliassi{-}Rad and
Wei Wang and
Ciro Cattuto and
Rayid Ghani},
title = {Towards Simulation-Data Science - {A} Case Study on Material Failures},
booktitle = {5th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2018, Turin, Italy, October 1-3, 2018},
pages = {450--459},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/DSAA.2018.00058},
doi = {10.1109/DSAA.2018.00058},
timestamp = {Tue, 05 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/TrittenbachGBS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/VijayanM18,
author = {Raghavendran Vijayan and
George O. Mohler},
editor = {Francesco Bonchi and
Foster J. Provost and
Tina Eliassi{-}Rad and
Wei Wang and
Ciro Cattuto and
Rayid Ghani},
title = {Forecasting Retweet Count during Elections Using Graph Convolution
Neural Networks},
booktitle = {5th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2018, Turin, Italy, October 1-3, 2018},
pages = {256--262},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/DSAA.2018.00036},
doi = {10.1109/DSAA.2018.00036},
timestamp = {Mon, 14 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/VijayanM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/Wistuba18,
author = {Martin Wistuba},
editor = {Francesco Bonchi and
Foster J. Provost and
Tina Eliassi{-}Rad and
Wei Wang and
Ciro Cattuto and
Rayid Ghani},
title = {Practical Deep Learning Architecture Optimization},
booktitle = {5th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2018, Turin, Italy, October 1-3, 2018},
pages = {263--272},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/DSAA.2018.00037},
doi = {10.1109/DSAA.2018.00037},
timestamp = {Tue, 05 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/Wistuba18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/YangMH18,
author = {Tzu{-}Hsin Yang and
Hao{-}Shang Ma and
Jen{-}Wei Huang},
editor = {Francesco Bonchi and
Foster J. Provost and
Tina Eliassi{-}Rad and
Wei Wang and
Ciro Cattuto and
Rayid Ghani},
title = {{DNA:} General Deterministic Network Adaptive Framework for Multi-Round
Multi-Party Influence Maximization},
booktitle = {5th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2018, Turin, Italy, October 1-3, 2018},
pages = {273--282},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/DSAA.2018.00038},
doi = {10.1109/DSAA.2018.00038},
timestamp = {Tue, 05 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/YangMH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ZhangJNW18,
author = {Xinyang Zhang and
Yujie Ji and
Chanh Nguyen and
Ting Wang},
editor = {Francesco Bonchi and
Foster J. Provost and
Tina Eliassi{-}Rad and
Wei Wang and
Ciro Cattuto and
Rayid Ghani},
title = {DeepClean: Data Cleaning via Question Asking},
booktitle = {5th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2018, Turin, Italy, October 1-3, 2018},
pages = {283--292},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/DSAA.2018.00039},
doi = {10.1109/DSAA.2018.00039},
timestamp = {Wed, 04 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/ZhangJNW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ZhangR18,
author = {Yue Zhang and
Arti Ramesh},
editor = {Francesco Bonchi and
Foster J. Provost and
Tina Eliassi{-}Rad and
Wei Wang and
Ciro Cattuto and
Rayid Ghani},
title = {Fine-Grained Analysis of Cyberbullying Using Weakly-Supervised Topic
Models},
booktitle = {5th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2018, Turin, Italy, October 1-3, 2018},
pages = {504--513},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/DSAA.2018.00065},
doi = {10.1109/DSAA.2018.00065},
timestamp = {Tue, 05 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/ZhangR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ZhouWZ18,
author = {Xuan Zhou and
Yuanjia Wang and
Donglin Zeng},
editor = {Francesco Bonchi and
Foster J. Provost and
Tina Eliassi{-}Rad and
Wei Wang and
Ciro Cattuto and
Rayid Ghani},
title = {Outcome-Weighted Learning for Personalized Medicine with Multiple
Treatment Options},
booktitle = {5th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2018, Turin, Italy, October 1-3, 2018},
pages = {565--574},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/DSAA.2018.00072},
doi = {10.1109/DSAA.2018.00072},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/ZhouWZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ZimmerKJKMD18,
author = {Kurt Zimmer and
Hasan Kurban and
Mark Jenne and
Logan Keating and
Perry Maull and
Mehmet M. Dalkilic},
editor = {Francesco Bonchi and
Foster J. Provost and
Tina Eliassi{-}Rad and
Wei Wang and
Ciro Cattuto and
Rayid Ghani},
title = {Using Data Analytics to Optimize Public Transportation on a College
Campus},
booktitle = {5th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2018, Turin, Italy, October 1-3, 2018},
pages = {460--469},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/DSAA.2018.00059},
doi = {10.1109/DSAA.2018.00059},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/ZimmerKJKMD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/dsaa/2018,
editor = {Francesco Bonchi and
Foster J. Provost and
Tina Eliassi{-}Rad and
Wei Wang and
Ciro Cattuto and
Rayid Ghani},
title = {5th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2018, Turin, Italy, October 1-3, 2018},
publisher = {{IEEE}},
year = {2018},
url = {https://ieeexplore.ieee.org/xpl/conhome/8620128/proceeding},
isbn = {978-1-5386-5090-5},
timestamp = {Wed, 16 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/2018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/AbadiSOCMFC17,
author = {Milad Leyli{-}Abadi and
Allou Sam{\'{e}} and
Latifa Oukhellou and
Nicolas Cheifetz and
Pierre Mandel and
C{\'{e}}dric F{\'{e}}liers and
Olivier Chesneau},
title = {Predictive Classification of Water Consumption Time Series Using Non-homogeneous
Markov Models},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {323--331},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.32},
doi = {10.1109/DSAA.2017.32},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/AbadiSOCMFC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/AlNuaimiM17,
author = {Noura H. Al Nuaimi and
Mohammad M. Masud},
title = {Toward Optimal Streaming Feature Selection},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {775--782},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.81},
doi = {10.1109/DSAA.2017.81},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/AlNuaimiM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/AlfarrarjehAKS17,
author = {Abdullah Alfarrarjeh and
Sumeet Agrawal and
Seon Ho Kim and
Cyrus Shahabi},
title = {Geo-Spatial Multimedia Sentiment Analysis in Disasters},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {193--202},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.77},
doi = {10.1109/DSAA.2017.77},
timestamp = {Tue, 23 Jan 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/AlfarrarjehAKS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/AlkhameesF17,
author = {Nora Alkhamees and
Maria Fasli},
title = {A Directional Change Based Trading Strategy with Dynamic Thresholds},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {283--292},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.48},
doi = {10.1109/DSAA.2017.48},
timestamp = {Tue, 23 Jan 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/AlkhameesF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/AndersonDCV17,
author = {Alec Anderson and
S{\'{e}}bastien Dubois and
Alfredo Cuesta{-}Infante and
Kalyan Veeramachaneni},
title = {Sample, Estimate, Tune: Scaling Bayesian Auto-Tuning of Data Science
Pipelines},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {361--372},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.82},
doi = {10.1109/DSAA.2017.82},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/AndersonDCV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/AttariOALC17,
author = {Nazia Attari and
Ferda Ofli and
Mohammad Awad and
Ji Lucas and
Sanjay Chawla},
title = {Nazr-CNN: Fine-Grained Classification of {UAV} Imagery for Damage
Assessment},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {50--59},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.72},
doi = {10.1109/DSAA.2017.72},
timestamp = {Tue, 23 Jan 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/AttariOALC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/BahetiR17,
author = {Darpan Baheti and
Krishnan Sundara Rajan},
title = {A Shape-Based Approach to Spatio-Temporal Data Analysis Using Satellite
Imagery},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {439--448},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.41},
doi = {10.1109/DSAA.2017.41},
timestamp = {Fri, 01 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/BahetiR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/Beauxis-Aussalet17,
author = {Emma Beauxis{-}Aussalet and
Lynda Hardman},
title = {Extended Methods to Handle Classification Biases},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {765--774},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.52},
doi = {10.1109/DSAA.2017.52},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/Beauxis-Aussalet17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/BerrarD17,
author = {Daniel P. Berrar and
Werner Dubitzky},
title = {On the Jeffreys-Lindley Paradox and the Looming Reproducibility Crisis
in Machine Learning},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {334--340},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.3},
doi = {10.1109/DSAA.2017.3},
timestamp = {Tue, 23 Jan 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/BerrarD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/BoerBB17,
author = {Patrick M. De Boer and
Marcel C. B{\"{u}}hler and
Abraham Bernstein},
title = {Expert Estimates for Feature Relevance are Imperfect},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {119--128},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.73},
doi = {10.1109/DSAA.2017.73},
timestamp = {Mon, 02 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/BoerBB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/BontempiBS17,
author = {Gianluca Bontempi and
Yann{-}A{\"{e}}l Le Borgne and
Jacopo De Stefani},
title = {A Dynamic Factor Machine Learning Method for Multi-variate and Multi-step-Ahead
Forecasting},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {222--231},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.1},
doi = {10.1109/DSAA.2017.1},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/BontempiBS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/BrancoTRFPR17,
author = {Paula Branco and
Lu{\'{\i}}s Torgo and
Rita P. Ribeiro and
Eibe Frank and
Bernhard Pfahringer and
Markus Michael Rau},
title = {Learning Through Utility Optimization in Regression Tasks},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {30--39},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.63},
doi = {10.1109/DSAA.2017.63},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/BrancoTRFPR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/CarcilloBCB17,
author = {Fabrizio Carcillo and
Yann{-}A{\"{e}}l Le Borgne and
Olivier Caelen and
Gianluca Bontempi},
title = {An Assessment of Streaming Active Learning Strategies for Real-Life
Credit Card Fraud Detection},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {631--639},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.10},
doi = {10.1109/DSAA.2017.10},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/CarcilloBCB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/CerqueiraT0P17,
author = {V{\'{\i}}tor Cerqueira and
Lu{\'{\i}}s Torgo and
Mariana Oliveira and
Bernhard Pfahringer},
title = {Dynamic and Heterogeneous Ensembles for Time Series Forecasting},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {242--251},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.26},
doi = {10.1109/DSAA.2017.26},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/CerqueiraT0P17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/CerqueiraTSM17,
author = {V{\'{\i}}tor Cerqueira and
Lu{\'{\i}}s Torgo and
Jasmina Smailovic and
Igor Mozetic},
title = {A Comparative Study of Performance Estimation Methods for Time Series
Forecasting},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {529--538},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.7},
doi = {10.1109/DSAA.2017.7},
timestamp = {Tue, 02 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/CerqueiraTSM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ChouchaneB17,
author = {Amani Chouchane and
Mohamed Bouguessa},
title = {Identifying Anomalous Nodes in Multidimensional Networks},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {601--610},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.55},
doi = {10.1109/DSAA.2017.55},
timestamp = {Tue, 23 Jan 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/ChouchaneB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/Comito17,
author = {Carmela Comito},
title = {Where are You Going? Next Place Prediction from Twitter},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {696--705},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.56},
doi = {10.1109/DSAA.2017.56},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/Comito17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ComitoFT17,
author = {Carmela Comito and
Deborah Falcone and
Domenico Talia},
title = {A Peak Detection Method to Uncover Events from Social Media},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {459--467},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.69},
doi = {10.1109/DSAA.2017.69},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/ComitoFT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/CousinsU17,
author = {Cyrus Cousins and
Eli Upfal},
title = {The k-Nearest Representatives Classifier: {A} Distance-Based Classifier
with Strong Generalization Bounds},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {1--10},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.22},
doi = {10.1109/DSAA.2017.22},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/CousinsU17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/CresciPPST17,
author = {Stefano Cresci and
Roberto Di Pietro and
Marinella Petrocchi and
Angelo Spognardi and
Maurizio Tesconi},
title = {Exploiting Digital {DNA} for the Analysis of Similarities in Twitter
Behaviours},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {686--695},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.57},
doi = {10.1109/DSAA.2017.57},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/CresciPPST17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/Cruz17,
author = {Christophe Cruz},
title = {Semantic Trajectory Modeling for Dynamic Built Environments},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {468--476},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.79},
doi = {10.1109/DSAA.2017.79},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/Cruz17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/CyphersV17,
author = {Bennett Cyphers and
Kalyan Veeramachaneni},
title = {AnonML: Locally Private Machine Learning over a Network of Peers},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {549--560},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.80},
doi = {10.1109/DSAA.2017.80},
timestamp = {Tue, 23 Jan 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/CyphersV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/DamPVH17,
author = {Nhan Dam and
Dinh Q. Phung and
Ba{-}Ngu Vo and
Viet Huynh},
title = {Forward-Backward Smoothing for Hidden Markov Models of Point Pattern
Data},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {252--261},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.78},
doi = {10.1109/DSAA.2017.78},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/DamPVH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/DangDWLJNLL17,
author = {The Anh Dang and
Jayakumaran Deepak and
Jingxuan Wang and
Shixin Luo and
Yunye Jin and
Yibin Ng and
Aloysius Lim and
Ying Li},
title = {Mobility Genome{\texttrademark}- {A} Framework for Mobility Intelligence
from Large-Scale Spatio-Temporal Data},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {449--458},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.20},
doi = {10.1109/DSAA.2017.20},
timestamp = {Tue, 23 Jan 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/DangDWLJNLL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/DulacGL17,
author = {Adrien Dulac and
{\'{E}}ric Gaussier and
Christine Largeron},
title = {A Study of Stochastic Mixed Membership Models for Link Prediction
in Social Networks},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {706--715},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.58},
doi = {10.1109/DSAA.2017.58},
timestamp = {Tue, 23 Jan 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/DulacGL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/FeremansCVG17,
author = {Len Feremans and
Boris Cule and
Celine Vens and
Bart Goethals},
title = {Combining Instance and Feature Neighbors for Efficient Multi-label
Classification},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {109--118},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.70},
doi = {10.1109/DSAA.2017.70},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/FeremansCVG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/FernandesTG17,
author = {Sofia Fernandes and
Hadi Fanaee Tork and
Jo{\~{a}}o Manuel Portela da Gama},
title = {The Initialization and Parameter Setting Problem in Tensor Decomposition-Based
Link Prediction},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {99--108},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.83},
doi = {10.1109/DSAA.2017.83},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/FernandesTG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/FontanaravaPV17,
author = {Julien Fontanarava and
Gabriella Pasi and
Marco Viviani},
title = {Feature Analysis for Fake Review Detection through Supervised Classification},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {658--666},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.51},
doi = {10.1109/DSAA.2017.51},
timestamp = {Mon, 21 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/FontanaravaPV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/Foorthuis17,
author = {Ralph Foorthuis},
title = {{SECODA:} Segmentation- and Combination-Based Detection of Anomalies},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {755--764},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.35},
doi = {10.1109/DSAA.2017.35},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/Foorthuis17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/FrajbergFT17,
author = {Darian Frajberg and
Piero Fraternali and
Rocio Nahime Torres},
title = {Heterogeneous Information Integration for Mountain Augmented Reality
Mobile Apps},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {313--322},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.5},
doi = {10.1109/DSAA.2017.5},
timestamp = {Tue, 23 Jan 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/FrajbergFT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/GuidottiTNGP17,
author = {Riccardo Guidotti and
Roberto Trasarti and
Mirco Nanni and
Fosca Giannotti and
Dino Pedreschi},
title = {There's a Path for Everyone: {A} Data-Driven Personal Model Reproducing
Mobility Agendas},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {303--312},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.12},
doi = {10.1109/DSAA.2017.12},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/GuidottiTNGP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/HaidarE17,
author = {Rabih Haidar and
Shady Elbassuoni},
title = {Website Navigation Behavior Analysis for Bot Detection},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {60--68},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.13},
doi = {10.1109/DSAA.2017.13},
timestamp = {Tue, 23 Jan 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/HaidarE17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/HartmannHHL17,
author = {Claudio Hartmann and
Martin Hahmann and
Dirk Habich and
Wolfgang Lehner},
title = {{CSAR:} The Cross-Sectional Autoregression Model},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {232--241},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.27},
doi = {10.1109/DSAA.2017.27},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/HartmannHHL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/HeC17,
author = {Yan He and
Miao Chen},
title = {A Probabilistic, Mechanism-Indepedent Outlier Detection Method for
Online Experimentation},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {640--647},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.64},
doi = {10.1109/DSAA.2017.64},
timestamp = {Tue, 23 Jan 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/HeC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/HeTWB17,
author = {Ziwei He and
Etienne Gael Tajeuna and
Shengrui Wang and
Mohamed Bouguessa},
title = {A Comparative Study of Different Approaches for Tracking Communities
in Evolving Social Networks},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {89--98},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.62},
doi = {10.1109/DSAA.2017.62},
timestamp = {Tue, 23 Jan 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/HeTWB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/HuPKR17,
author = {Qian Hu and
Agoritsa Polyzou and
George Karypis and
Huzefa Rangwala},
title = {Enriching Course-Specific Regression Models with Content Features
for Grade Prediction},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {504--513},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.74},
doi = {10.1109/DSAA.2017.74},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/HuPKR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/JiangZTSTYJ17,
author = {Fangzhou Jiang and
Lei Zhong and
Kanchana Thilakarathna and
Aruna Seneviratne and
Kiyoshi Takano and
Shigeki Yamada and
Yusheng Ji},
title = {Supercharging Crowd Dynamics Estimation in Disasters via Spatio-Temporal
Deep Neural Network},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {184--192},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.11},
doi = {10.1109/DSAA.2017.11},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/JiangZTSTYJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/JuanSTQMF17,
author = {Da{-}Cheng Juan and
Neil Shah and
Mingyu Tang and
Zhiliang Qian and
Diana Marculescu and
Christos Faloutsos},
title = {{M3A:} Model, MetaModel and Anomaly Detection for Inter-arrivals of
Web Searches and Postings},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {341--350},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.2},
doi = {10.1109/DSAA.2017.2},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/JuanSTQMF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/KalamarasDPT17,
author = {Ilias Kalamaras and
Anastasios Drosou and
Eleftheria Polychronidou and
Dimitrios Tzovaras},
title = {A Consistency-Based Multimodal Graph Embedding Method for Dimensionality
Reduction},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {351--360},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.4},
doi = {10.1109/DSAA.2017.4},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/KalamarasDPT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/Kamath17,
author = {Chandrika Kamath},
title = {Learning to Compress Unstructured Mesh Data from Simulations},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {621--630},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.30},
doi = {10.1109/DSAA.2017.30},
timestamp = {Fri, 06 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/Kamath17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/KarMGM17,
author = {Akankshya Kar and
Prashasthi Mavin and
Yogesh Ghaturle and
Vani M.},
title = {What Makes a Video Memorable?},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {373--381},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.37},
doi = {10.1109/DSAA.2017.37},
timestamp = {Tue, 23 Jan 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/KarMGM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/KoizumiEHI17,
author = {Kenichi Koizumi and
Peter Eades and
Kei Hiraki and
Mary Inaba},
title = {BJR-Tree: Fast Skyline Computation Algorithm for Serendipitous Searching
Problems},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {272--282},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.15},
doi = {10.1109/DSAA.2017.15},
timestamp = {Tue, 23 Jan 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/KoizumiEHI17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/KojimaSHSN17,
author = {Ryosuke Kojima and
Osamu Sugiyama and
Kotaro Hoshiba and
Reiji Suzuki and
Kazuhiro Nakadai},
title = {A Spatial-Cue-Based Probabilistic Model for Bird Song Scene Analysis},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {395--404},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.34},
doi = {10.1109/DSAA.2017.34},
timestamp = {Tue, 23 Jan 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/KojimaSHSN17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/LeeKL17,
author = {Eric L. Lee and
Tsung{-}Ting Kuo and
Shou{-}De Lin},
title = {A Collaborative Filtering-Based Two Stage Model with Item Dependency
for Course Recommendation},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {496--503},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.18},
doi = {10.1109/DSAA.2017.18},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/LeeKL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/LeeWDHGLLL17,
author = {Guanhua Lee and
Sijia Wang and
Fransiscus Dipuro and
Jue Hou and
Priyanka Grover and
Lian Leng Low and
Nan Liu and
Chui Yee Loke},
title = {Leveraging on Predictive Analytics to Manage Clinic No Show and Improve
Accessibility of Care},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {429--438},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.25},
doi = {10.1109/DSAA.2017.25},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/LeeWDHGLLL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/LiWL17,
author = {Yuemeng Li and
Xintao Wu and
Aidong Lu},
title = {On Spectral Analysis of Directed Signed Graphs},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {539--548},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.29},
doi = {10.1109/DSAA.2017.29},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/LiWL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/LiWS17,
author = {Xuanyi Li and
Weimin Wu and
Hongye Su},
title = {Convolutional Neural Networks Based Multi-task Deep Learning for Movie
Review Classification},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {382--388},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.54},
doi = {10.1109/DSAA.2017.54},
timestamp = {Tue, 23 Jan 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/LiWS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/LiangSSYL17,
author = {Hao{-}Ying Liang and
Yun{-}Tung Shieh and
Addicam Sanjay and
Shao{-}Wen Yang and
Shou{-}De Lin},
title = {Ensemble-Based Location Tracking Using Passive {RFID}},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {420--428},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.36},
doi = {10.1109/DSAA.2017.36},
timestamp = {Tue, 23 Jan 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/LiangSSYL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/LinL17,
author = {Yi{-}An Lin and
Hsuan{-}Tien Lin},
title = {Cyclic Classifier Chain for Cost-Sensitive Multilabel Classification},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {11--20},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.50},
doi = {10.1109/DSAA.2017.50},
timestamp = {Tue, 23 Jan 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/LinL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/MedhatCR17,
author = {Fady Medhat and
David Chesmore and
John Robinson},
title = {Masked Conditional Neural Networks for Automatic Sound Events Recognition},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {389--394},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.43},
doi = {10.1109/DSAA.2017.43},
timestamp = {Tue, 23 Jan 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/MedhatCR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/MengTZ17,
author = {Xiangfu Meng and
Yanhuan Tang and
Xiaoyan Zhang},
title = {{DP-POIRS:} {A} Diversified and Personalized Point-of-Interest Recommendation
System},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {332--333},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.24},
doi = {10.1109/DSAA.2017.24},
timestamp = {Wed, 10 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/MengTZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/MitrovicSBLW17,
author = {Sandra Mitrovic and
Gaurav Singh and
Bart Baesens and
Wilfried Lemahieu and
Jochen De Weerdt},
title = {Scalable RFM-enriched Representation Learning for Churn Prediction},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {79--88},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.42},
doi = {10.1109/DSAA.2017.42},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/MitrovicSBLW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/MonteiroKM17,
author = {Jo{\~{a}}o Miguel Monteiro and
Asanobu Kitamoto and
Bruno Martins},
title = {Situational Awareness from Social Media Photographs Using Automated
Image Captioning},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {203--211},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.59},
doi = {10.1109/DSAA.2017.59},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/MonteiroKM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/MoriKY17,
author = {Hiroki Mori and
Keisuke Kawano and
Hiroki Yokoyama},
title = {Causal Patterns: Extraction of Multiple Causal Relationships by Mixture
of Probabilistic Partial Canonical Correlation Analysis},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {744--754},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.60},
doi = {10.1109/DSAA.2017.60},
timestamp = {Tue, 23 Jan 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/MoriKY17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/NakanoF17,
author = {Shin'ya Nakano and
Yoshifumi Futaana},
title = {Identification of Signal and Noise Components in Spacecraft Neutral
Particle Data Using a Bi-Level Mixture Model},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {487--495},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.38},
doi = {10.1109/DSAA.2017.38},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/NakanoF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/NakmauraIY17,
author = {Tomohiko Nakmaura and
Tomoharu Iwata and
Kenji Yamanishi},
title = {Latent Dimensionality Estimation for Probabilistic Canonical Correlation
Analysis Using Normalized Maximum Likelihood Code-Length},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {716--725},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.39},
doi = {10.1109/DSAA.2017.39},
timestamp = {Tue, 23 Jan 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/NakmauraIY17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/NguyenMNNFARP17,
author = {Hung Nguyen and
Sarah J. Maclagan and
Tu Dinh Nguyen and
Thin Nguyen and
Paul Flemons and
Kylie Andrews and
Euan G. Ritchie and
Dinh Q. Phung},
title = {Animal Recognition and Identification with Deep Convolutional Neural
Networks for Automated Wildlife Monitoring},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {40--49},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.31},
doi = {10.1109/DSAA.2017.31},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/NguyenMNNFARP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/NhatT17,
author = {Phan Duy Nhat and
Hoai An Le Thi},
title = {A Novel Approach for Estimating Multiple Sparse Precision Matrices
Using {\(\mathscr{l}\)}0, 0 Regularization},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {726--733},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.40},
doi = {10.1109/DSAA.2017.40},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/NhatT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/NikulinPTS17,
author = {Vsevolod Nikulin and
Albert Podusenko and
Ivan Tanev and
Katsunori Shimohara},
title = {Regression Based Model for Autosteering of a Car with Delayed Steering
Response},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {412--419},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.16},
doi = {10.1109/DSAA.2017.16},
timestamp = {Tue, 23 Jan 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/NikulinPTS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/OharaSKM17,
author = {Kouzou Ohara and
Kazumi Saito and
Masahiro Kimura and
Hiroshi Motoda},
title = {Maximizing Network Performance Based on Group Centrality by Creating
Most Effective k-Links},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {561--570},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.44},
doi = {10.1109/DSAA.2017.44},
timestamp = {Tue, 23 Jan 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/OharaSKM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/PalshikarAPR17,
author = {Girish Keshav Palshikar and
Manoj Apte and
Sachin Pawar and
Nitin Ramrakhiyani},
title = {HiSPEED: {A} System for Mining Performance Appraisal Data and Text},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {477--486},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.45},
doi = {10.1109/DSAA.2017.45},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/PalshikarAPR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/PfahlerMETK17,
author = {Lukas Pfahler and
Katharina Morik and
Frederik Elwert and
Samira Tabti and
Volkhard Krech},
title = {Learning Low-Rank Document Embeddings with Weighted Nuclear Norm Regularization},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {21--29},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.46},
doi = {10.1109/DSAA.2017.46},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/PfahlerMETK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/PramanikTNGM17,
author = {Soumajit Pramanik and
Raphael Tackx and
Anchit Navelkar and
Jean{-}Loup Guillaume and
Bivas Mitra},
title = {Discovering Community Structure in Multilayer Networks},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {611--620},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.71},
doi = {10.1109/DSAA.2017.71},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/PramanikTNGM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/RossettiMRSPG17,
author = {Giulio Rossetti and
Letizia Milli and
Salvatore Rinzivillo and
Alina S{\^{\i}}rbu and
Dino Pedreschi and
Fosca Giannotti},
title = {NDlib: Studying Network Diffusion Dynamics},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {155--164},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.6},
doi = {10.1109/DSAA.2017.6},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/RossettiMRSPG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/SifaB17,
author = {Rafet Sifa and
Christian Bauckhage},
title = {Online k-Maxoids Clustering},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {667--675},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.76},
doi = {10.1109/DSAA.2017.76},
timestamp = {Tue, 23 Jan 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/SifaB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/SinghBHAE17,
author = {Manish Singh and
Ria Mae Borromeo and
Anas Hosami and
Sihem Amer{-}Yahia and
Shady Elbassuoni},
title = {Customizing Travel Packages with Interactive Composite Items},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {137--145},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.14},
doi = {10.1109/DSAA.2017.14},
timestamp = {Wed, 09 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/SinghBHAE17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/SmithWV17,
author = {Micah J. Smith and
Roy Wedge and
Kalyan Veeramachaneni},
title = {FeatureHub: Towards Collaborative Data Science},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {590--600},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.66},
doi = {10.1109/DSAA.2017.66},
timestamp = {Tue, 23 Jan 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/SmithWV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/SyedS17,
author = {Shaheen Syed and
Marco R. Spruit},
title = {Full-Text or Abstract? Examining Topic Coherence Scores Using Latent
Dirichlet Allocation},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {165--174},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.61},
doi = {10.1109/DSAA.2017.61},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/SyedS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/TangOCCLP17,
author = {Muchen Tang and
Serene Ow and
Wenqing Chen and
Yang Cao and
Kong{-}wei Lye and
Yaozhang Pan},
title = {The Data and Science behind GrabShare Carpooling},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {405--411},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.68},
doi = {10.1109/DSAA.2017.68},
timestamp = {Tue, 23 Jan 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/TangOCCLP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/TangPZC17,
author = {Pingjie Tang and
Jed Pitera and
Dmitry Zubarev and
Nitesh V. Chawla},
title = {Materials Science Literature-Patent Relevance Search: {A} Heterogeneous
Network Analysis Approach},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {146--154},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.8},
doi = {10.1109/DSAA.2017.8},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/TangPZC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/VicarioGQZZ17,
author = {Michela Del Vicario and
Sabrina Gaito and
Walter Quattrociocchi and
Matteo Zignani and
Fabiana Zollo},
title = {News Consumption during the Italian Referendum: {A} Cross-Platform
Analysis on Facebook and Twitter},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {648--657},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.33},
doi = {10.1109/DSAA.2017.33},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/VicarioGQZZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/WashioIY17,
author = {Takashi Washio and
Gaku Imamura and
Genki Yoshikawa},
title = {Machine Learning Independent of Population Distributions for Measurement},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {212--221},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.28},
doi = {10.1109/DSAA.2017.28},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/WashioIY17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/XuWC17,
author = {Jia Xu and
Wei Wei and
Longbing Cao},
title = {Copula-Based High Dimensional Cross-Market Dependence Modeling},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {734--743},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.67},
doi = {10.1109/DSAA.2017.67},
timestamp = {Wed, 30 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/XuWC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/XuWCY17,
author = {Linchuan Xu and
Xiaokai Wei and
Jiannong Cao and
Philip S. Yu},
title = {Multi-task Network Embedding},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {571--580},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.19},
doi = {10.1109/DSAA.2017.19},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/XuWCY17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/XuWCY17a,
author = {Linchuan Xu and
Xiaokai Wei and
Jiannong Cao and
Philip S. Yu},
title = {Multiple Social Role Embedding},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {581--589},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.23},
doi = {10.1109/DSAA.2017.23},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/XuWCY17a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/XuWCY17b,
author = {Linchuan Xu and
Xiaokai Wei and
Jiannong Cao and
Philip S. Yu},
title = {Disentangled Link Prediction for Signed Social Networks via Disentangled
Representation Learning},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {676--685},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.21},
doi = {10.1109/DSAA.2017.21},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/XuWCY17b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/YagoubiAMS17,
author = {Djamel Edine Yagoubi and
Reza Akbarinia and
Florent Masseglia and
Dennis E. Shasha},
title = {RadiusSketch: Massively Distributed Indexing of Time Series},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {262--271},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.49},
doi = {10.1109/DSAA.2017.49},
timestamp = {Tue, 23 Jan 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/YagoubiAMS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/YangJH17,
author = {Cheng{-}Wei Yang and
Bijay Prasad Jaysawal and
Jen{-}Wei Huang},
title = {Subsequence Search Considering Duration and Relations of Events in
Time Interval-Based Events Sequences},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {293--302},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.47},
doi = {10.1109/DSAA.2017.47},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/YangJH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/YangZWLLL17,
author = {Chunfang Yang and
Yi Zhang and
Ping Wang and
Xiangyang Luo and
Fenlin Liu and
Jicang Lu},
title = {Steganalysis Feature Subspace Selection Based on Fisher Criterion},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {514--521},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.53},
doi = {10.1109/DSAA.2017.53},
timestamp = {Fri, 26 Oct 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/YangZWLLL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ZhanZ17,
author = {Wang Zhan and
Min{-}Ling Zhang},
title = {Multi-label Learning with Label-Specific Features via Clustering Ensemble},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {129--136},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.75},
doi = {10.1109/DSAA.2017.75},
timestamp = {Tue, 23 Jan 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/ZhanZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ZhaoHC17,
author = {Zhenyu Zhao and
Yan He and
Miao Chen},
title = {Inform Product Change through Experimentation with Data-Driven Behavioral
Segmentation},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {69--78},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.65},
doi = {10.1109/DSAA.2017.65},
timestamp = {Tue, 23 Jan 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/ZhaoHC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ZhaoRBR17,
author = {Zhengqiao Zhao and
Jason Rollins and
Linge Bai and
Gail Rosen},
title = {Incremental Author Name Disambiguation for Scientific Citation Data},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {175--183},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.17},
doi = {10.1109/DSAA.2017.17},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/ZhaoRBR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ZhaoZC17,
author = {Xueci Zhao and
Chengzhang Zhu and
Lizhi Cheng},
title = {Coupled Bayesian Matrix Factorization in Recommender Systems},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {522--528},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.9},
doi = {10.1109/DSAA.2017.9},
timestamp = {Tue, 23 Jan 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/ZhaoZC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/dsaa/2017,
title = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
publisher = {{IEEE}},
year = {2017},
url = {https://ieeexplore.ieee.org/xpl/conhome/8255765/proceeding},
isbn = {978-1-5090-5004-8},
timestamp = {Wed, 16 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/2017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/AallaP16,
author = {Chanakya Aalla and
Vikram Pudi},
title = {Mining Research Problems from Scientific Literature},
booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
pages = {351--360},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DSAA.2016.44},
doi = {10.1109/DSAA.2016.44},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/AallaP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/AmayriB16,
author = {Ola Amayri and
Nizar Bouguila},
title = {Infinite Langevin Mixture Modeling and Feature Selection},
booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
pages = {149--155},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DSAA.2016.22},
doi = {10.1109/DSAA.2016.22},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/AmayriB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/Amer-YahiaGLPBT16,
author = {Sihem Amer{-}Yahia and
{\'{E}}ric Gaussier and
Vincent Leroy and
Julien Pilourdault and
Ria Mae Borromeo and
Motomichi Toyama},
title = {Task Composition in Crowdsourcing},
booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
pages = {194--203},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DSAA.2016.27},
doi = {10.1109/DSAA.2016.27},
timestamp = {Tue, 16 Jan 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/Amer-YahiaGLPBT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/AnastasiuK16,
author = {David C. Anastasiu and
George Karypis},
title = {Efficient Identification of Tanimoto Nearest Neighbors},
booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
pages = {156--165},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DSAA.2016.23},
doi = {10.1109/DSAA.2016.23},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/AnastasiuK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/AustinSMT16,
author = {Daniel Austin and
Sam Seljan and
Julius Monello and
Stephanie Tzeng},
title = {Reserve Price Optimization at Scale},
booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
pages = {528--536},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DSAA.2016.32},
doi = {10.1109/DSAA.2016.32},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/AustinSMT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/BatistaCS16,
author = {Antonio J. L. Batista and
Ricardo J. G. B. Campello and
J{\"{o}}rg Sander},
title = {Active Semi-Supervised Classification Based on Multiple Clustering
Hierarchies},
booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
pages = {11--20},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DSAA.2016.9},
doi = {10.1109/DSAA.2016.9},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/BatistaCS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/BendechacheKL16,
author = {Malika Bendechache and
M. Tahar Kechadi and
Nhien{-}An Le{-}Khac},
title = {Efficient Large Scale Clustering Based on Data Partitioning},
booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
pages = {612--621},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DSAA.2016.70},
doi = {10.1109/DSAA.2016.70},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/BendechacheKL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/BenkeserL16,
author = {David C. Benkeser and
Mark J. van der Laan},
title = {The Highly Adaptive Lasso Estimator},
booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
pages = {689--696},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DSAA.2016.93},
doi = {10.1109/DSAA.2016.93},
timestamp = {Fri, 17 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/BenkeserL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/BeykikhoshkPAV16,
author = {Adham Beykikhoshk and
Dinh Q. Phung and
Ognjen Arandjelovic and
Svetha Venkatesh},
title = {Analysing the History of Autism Spectrum Disorder Using Topic Models},
booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
pages = {762--771},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DSAA.2016.65},
doi = {10.1109/DSAA.2016.65},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/BeykikhoshkPAV16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/BhatM16,
author = {Harish S. Bhat and
R. W. M. A. Madushani},
title = {Nonparametric Adjoint-Based Inference for Stochastic Differential
Equations},
booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
pages = {798--807},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DSAA.2016.69},
doi = {10.1109/DSAA.2016.69},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/BhatM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/BhuiyanH16,
author = {Mansurul Bhuiyan and
Mohammad Al Hasan},
title = {Waiting to Be Sold: Prediction of Time-Dependent House Selling Probability},
booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
pages = {468--477},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DSAA.2016.58},
doi = {10.1109/DSAA.2016.58},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/BhuiyanH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/BreenKHQ16,
author = {Patrick Breen and
Jane Kelly and
Timothy Heckman and
Shannon Quinn},
title = {Mining Pre-Exposure Prophylaxis Trends in Social Media},
booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
pages = {214--221},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DSAA.2016.29},
doi = {10.1109/DSAA.2016.29},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/BreenKHQ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/CanalesSBM16,
author = {Lea Canales and
Carlo Strapparava and
Ester Boldrini and
Patricio Mart{\'{\i}}nez{-}Barco},
title = {Exploiting a Bootstrapping Approach for Automatic Annotation of Emotions
in Texts},
booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
pages = {726--734},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DSAA.2016.78},
doi = {10.1109/DSAA.2016.78},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/CanalesSBM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/CavadentiCBK16,
author = {Olivier Cavadenti and
V{\'{\i}}ctor Codocedo and
Jean{-}Fran{\c{c}}ois Boulicaut and
Mehdi Kaytoue},
title = {What Did {I} Do Wrong in My {MOBA} Game? Mining Patterns Discriminating
Deviant Behaviours},
booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
pages = {662--671},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DSAA.2016.75},
doi = {10.1109/DSAA.2016.75},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/CavadentiCBK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ChahdiGMBB16,
author = {Hatim Chahdi and
Nistor Grozavu and
Isabelle Mougenot and
Laure Berti{-}{\'{E}}quille and
Youn{\`{e}}s Bennani},
title = {On the Use of Ontology as {A} Priori Knowledge into Constrained Clustering},
booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
pages = {632--641},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DSAA.2016.72},
doi = {10.1109/DSAA.2016.72},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/ChahdiGMBB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/Chehreghani16,
author = {Mostafa Haghir Chehreghani},
title = {A Framework for Description and Analysis of Sampling-Based Approximate
Triangle Counting Algorithms},
booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
pages = {80--89},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DSAA.2016.15},
doi = {10.1109/DSAA.2016.15},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/Chehreghani16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ChenCZ16,
author = {Ding{-}Geng Din Chen and
Xinguang Jim Chen and
Kai Zhang},
title = {An Exploratory Statistical Cusp Catastrophe Model},
booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
pages = {100--109},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DSAA.2016.17},
doi = {10.1109/DSAA.2016.17},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/ChenCZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ChenTC16,
author = {Po{-}Heng Chen and
Yi{-}Pei Tu and
Kuan{-}Ta Chen},
title = {On the Tiny Yet Real Happiness Phenomenon in the Mobile Games Market},
booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
pages = {672--681},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DSAA.2016.76},
doi = {10.1109/DSAA.2016.76},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/ChenTC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ChenWAP16,
author = {Jingxiang Chen and
Tao Wang and
Ralph Abbey and
Joseph Pingenot},
title = {A Distributed Decision Tree Algorithm and Its Implementation on Big
Data Platforms},
booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
pages = {752--761},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DSAA.2016.64},
doi = {10.1109/DSAA.2016.64},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/ChenWAP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/Coma-PuigCGAM16,
author = {Bernat Coma{-}Puig and
Josep Carmona and
Ricard Gavald{\`{a}} and
Santiago Alcoverro and
Victor Martin},
title = {Fraud Detection in Energy Consumption: {A} Supervised Approach},
booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
pages = {120--129},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DSAA.2016.19},
doi = {10.1109/DSAA.2016.19},
timestamp = {Thu, 09 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/Coma-PuigCGAM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/DasguptaC16,
author = {Dipanwita Dasgupta and
Nitesh V. Chawla},
title = {MedCare: Leveraging Medication Similarity for Disease Prediction},
booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
pages = {706--715},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DSAA.2016.90},
doi = {10.1109/DSAA.2016.90},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/DasguptaC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/DemachiMY16,
author = {Akihiro Demachi and
Shin Matsushima and
Kenji Yamanishi},
title = {Web Behavior Analysis Using Sparse Non-Negative Matrix Factorization},
booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
pages = {574--583},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DSAA.2016.85},
doi = {10.1109/DSAA.2016.85},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/DemachiMY16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/DengLC16,
author = {Alex Deng and
Jiannan Lu and
Shouyuan Chen},
title = {Continuous Monitoring of {A/B} Tests without Pain: Optional Stopping
in Bayesian Testing},
booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
pages = {243--252},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DSAA.2016.33},
doi = {10.1109/DSAA.2016.33},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/DengLC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/DobrkovicIH16,
author = {Andrej Dobrkovic and
Maria{-}Eugenia Iacob and
Jos van Hillegersberg},
title = {Maritime Pattern Extraction from {AIS} Data Using a Genetic Algorithm},
booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
pages = {642--651},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DSAA.2016.73},
doi = {10.1109/DSAA.2016.73},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/DobrkovicIH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/DouriezDFS16,
author = {Marie Douriez and
Harish Doraiswamy and
Juliana Freire and
Cl{\'{a}}udio T. Silva},
title = {Anonymizing {NYC} Taxi Data: Does It Matter?},
booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
pages = {140--148},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DSAA.2016.21},
doi = {10.1109/DSAA.2016.21},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/DouriezDFS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/EtterKGT16,
author = {Vincent Etter and
Mohammad Emtiyaz Khan and
Matthias Grossglauser and
Patrick Thiran},
title = {Online Collaborative Prediction of Regional Vote Results},
booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
pages = {233--242},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DSAA.2016.31},
doi = {10.1109/DSAA.2016.31},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/EtterKGT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/FanKWX16,
author = {Jun Fan and
Lingchen Kong and
Liqun Wang and
Naihua Xiu},
title = {The Uniqueness and Greedy Method for Quadratic Compressive Sensing},
booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
pages = {808--815},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DSAA.2016.94},
doi = {10.1109/DSAA.2016.94},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/FanKWX16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/FlynnSW16,
author = {Cheryl J. Flynn and
Kenneth E. Shirley and
Wei Wang},
title = {Deconstructing Domain Names to Reveal Latent Topics},
booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
pages = {518--527},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DSAA.2016.63},
doi = {10.1109/DSAA.2016.63},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/FlynnSW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/GinigeWGSGMGWVS16,
author = {Athula Ginige and
Anusha Indika Walisadeera and
Tamara Ginige and
Lasanthi N. C. De Silva and
Pasquale Di Giovanni and
Maneesh Mathai and
Jeevani S. Goonetillake and
Gihan N. Wikramanayake and
Giuliana Vitiello and
Monica Sebillo and
Genoveffa Tortora and
Deborah Richards and
Ramesh C. Jain},
title = {Digital Knowledge Ecosystem for Achieving Sustainable Agriculture
Production: {A} Case Study from Sri Lanka},
booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
pages = {602--611},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DSAA.2016.82},
doi = {10.1109/DSAA.2016.82},
timestamp = {Tue, 30 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/GinigeWGSGMGWVS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/Golchi16,
author = {Shirin Golchi},
title = {Informative Priors and Bayesian Computation},
booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
pages = {782--789},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DSAA.2016.67},
doi = {10.1109/DSAA.2016.67},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/Golchi16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/GoyalKSKBG16,
author = {Poonam Goyal and
Sonal Kumari and
Shubham Singh and
Vivek Kishore and
Sundar Balasubramaniam and
Navneet Goyal},
title = {A Parallel Framework for Grid-Based Bottom-Up Subspace Clustering},
booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
pages = {331--340},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DSAA.2016.42},
doi = {10.1109/DSAA.2016.42},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/GoyalKSKBG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/GraingerAKS16,
author = {Trey Grainger and
Khalifeh AlJadda and
Mohammed Korayem and
Andries Smith},
title = {The Semantic Knowledge Graph: {A} Compact, Auto-Generated Model for
Real-Time Traversal and Ranking of any Relationship within a Domain},
booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
pages = {420--429},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DSAA.2016.51},
doi = {10.1109/DSAA.2016.51},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/GraingerAKS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/GuoXYCAF16,
author = {Tian Guo and
Zhao Xu and
Xin Yao and
Haifeng Chen and
Karl Aberer and
Koichi Funaya},
title = {Robust Online Time Series Prediction with Recurrent Neural Networks},
booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
pages = {816--825},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DSAA.2016.92},
doi = {10.1109/DSAA.2016.92},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/GuoXYCAF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/HartK16,
author = {Robert Hart and
Alex Mu{-}Hsing Kuo},
title = {Meeting Health Care Research Needs in a Kimball Integrated Data Warehouse},
booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
pages = {697--705},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DSAA.2016.91},
doi = {10.1109/DSAA.2016.91},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/HartK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/HosseiniKZP16,
author = {Hossein Hosseini and
Sreeram Kannan and
Baosen Zhang and
Radha Poovendran},
title = {Learning Temporal Dependence from Time-Series Data with Latent Variables},
booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
pages = {253--262},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DSAA.2016.34},
doi = {10.1109/DSAA.2016.34},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/HosseiniKZP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/HungJB16,
author = {Benjamin W. K. Hung and
Anura P. Jayasumana and
Vidarshana W. Bandara},
title = {Pattern Matching Trajectories for Investigative Graph Searches},
booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
pages = {71--79},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DSAA.2016.14},
doi = {10.1109/DSAA.2016.14},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/HungJB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/IvanovK16,
author = {Sergei Ivanov and
Panagiotis Karras},
title = {Harvester: Influence Optimization in Symmetric Interaction Networks},
booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
pages = {61--70},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DSAA.2016.95},
doi = {10.1109/DSAA.2016.95},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/IvanovK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/JaberWPG16,
author = {Mohammad Tareq Jaber and
Peter T. Wood and
Panagiotis Papapetrou and
Ana Gonz{\'{a}}lez{-}Marcos},
title = {A Multi-Granularity Pattern-Based Sequence Classification Framework
for Educational Data},
booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
pages = {370--378},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DSAA.2016.46},
doi = {10.1109/DSAA.2016.46},
timestamp = {Sat, 28 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/JaberWPG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/KanterGV16,
author = {James Max Kanter and
Owen Gillespie and
Kalyan Veeramachaneni},
title = {Label, Segment, Featurize: {A} Cross Domain Framework for Prediction
Engineering},
booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
pages = {430--439},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DSAA.2016.54},
doi = {10.1109/DSAA.2016.54},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/KanterGV16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/KingM16,
author = {Joshua R. King and
Luke K. McDowell},
title = {Correcting Relational Bias to Improve Classification in Sparsely-Labeled
Networks},
booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
pages = {31--40},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DSAA.2016.11},
doi = {10.1109/DSAA.2016.11},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/KingM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/KirchgessnerLAM16,
author = {Martin Kirchgessner and
Vincent Leroy and
Sihem Amer{-}Yahia and
Shashwat Mishra},
title = {Testing Interestingness Measures in Practice: {A} Large-Scale Analysis
of Buying Patterns},
booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
pages = {547--556},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DSAA.2016.53},
doi = {10.1109/DSAA.2016.53},
timestamp = {Tue, 16 Jan 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/KirchgessnerLAM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/KurbanJD16,
author = {Hasan Kurban and
Mark Jenne and
Mehmet M. Dalkilic},
title = {EM*: An {EM} Algorithm for Big Data},
booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
pages = {312--320},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DSAA.2016.40},
doi = {10.1109/DSAA.2016.40},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/KurbanJD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/LeeJK16,
author = {Sungchul Lee and
Ju{-}Yeon Jo and
Yoohwan Kim},
title = {Performance Improvement of MapReduce Process by Promoting Deep Data
Locality},
booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
pages = {292--301},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DSAA.2016.38},
doi = {10.1109/DSAA.2016.38},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/LeeJK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/LeeMY16,
author = {Taito Lee and
Shin Matsushima and
Kenji Yamanishi},
title = {Traffic Risk Mining Using Partially Ordered Non-Negative Matrix Factorization},
booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
pages = {622--631},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DSAA.2016.71},
doi = {10.1109/DSAA.2016.71},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/LeeMY16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/LeontjevaK16,
author = {Anna Leontjeva and
Ilya Kuzovkin},
title = {Combining Static and Dynamic Features for Multivariate Sequence Classification},
booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
pages = {21--30},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DSAA.2016.10},
doi = {10.1109/DSAA.2016.10},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/LeontjevaK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/LohL16,
author = {Christian Sebastian Loh and
I{-}Hung Li},
title = {Using Players' Gameplay Action-Decision Profiles to Prescribe Training:
Reducing Training Costs with Serious Games Analytics},
booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
pages = {652--661},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DSAA.2016.74},
doi = {10.1109/DSAA.2016.74},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/LohL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/LoukidesG16,
author = {Grigorios Loukides and
Robert Gwadera},
title = {Limiting the Diffusion of Information by a Selective PageRank-Preserving
Approach},
booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
pages = {90--99},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DSAA.2016.16},
doi = {10.1109/DSAA.2016.16},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/LoukidesG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/MaesaMR16,
author = {Damiano Di Francesco Maesa and
Andrea Marino and
Laura Ricci},
title = {Uncovering the Bitcoin Blockchain: An Analysis of the Full Users Graph},
booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
pages = {537--546},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DSAA.2016.52},
doi = {10.1109/DSAA.2016.52},
timestamp = {Sun, 18 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/MaesaMR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/Melucci16,
author = {Massimo Melucci},
title = {Impact of Query Sample Selection Bias on Information Retrieval System
Ranking},
booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
pages = {341--350},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DSAA.2016.43},
doi = {10.1109/DSAA.2016.43},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/Melucci16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/MengZSLXB16,
author = {Xiangfu Meng and
Xiaoyan Zhang and
Jinguang Sun and
Lin Li and
Changzheng Xing and
Chongchun Bi},
title = {A Decision Tree-Based Approach for Categorizing Spatial Database Query
Results},
booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
pages = {411--419},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DSAA.2016.50},
doi = {10.1109/DSAA.2016.50},
timestamp = {Wed, 10 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/MengZSLXB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/MonizBT16,
author = {Nuno Moniz and
Paula Branco and
Lu{\'{\i}}s Torgo},
title = {Resampling Strategies for Imbalanced Time Series},
booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
pages = {282--291},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DSAA.2016.37},
doi = {10.1109/DSAA.2016.37},
timestamp = {Tue, 02 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/MonizBT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/NaikR16,
author = {Azad Naik and
Huzefa Rangwala},
title = {Inconsistent Node Flattening for Improving Top-Down Hierarchical Classification},
booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
pages = {379--388},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DSAA.2016.47},
doi = {10.1109/DSAA.2016.47},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/NaikR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/NakheR16,
author = {Paresh Nakhe and
Rebecca Reiffenh{\"{a}}user},
title = {Trend Detection Based Regret Minimization for Bandit Problems},
booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
pages = {263--271},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DSAA.2016.35},
doi = {10.1109/DSAA.2016.35},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/NakheR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/NguyenNNVKP16,
author = {Thanh{-}Binh Nguyen and
Vu Nguyen and
Nguyen Cong Thuong and
Svetha Venkatesh and
Mohan Kumar and
Dinh Q. Phung},
title = {Learning Multifaceted Latent Activities from Heterogeneous Mobile
Data},
booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
pages = {389--398},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DSAA.2016.48},
doi = {10.1109/DSAA.2016.48},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/NguyenNNVKP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/OnetoFCCPDMA16,
author = {Luca Oneto and
Emanuele Fumeo and
Giorgio Clerico and
Renzo Canepa and
Federico Papa and
Carlo Dambra and
Nadia Mazzino and
Davide Anguita},
title = {Advanced Analytics for Train Delay Prediction Systems by Including
Exogenous Weather Data},
booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
pages = {458--467},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DSAA.2016.57},
doi = {10.1109/DSAA.2016.57},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/OnetoFCCPDMA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/PalshikarPR16,
author = {Girish Keshav Palshikar and
Sachin Pawar and
Nitin Ramrakhiyani},
title = {Role Models: Mining Role Transitions Data in {IT} Project Management},
booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
pages = {508--517},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DSAA.2016.62},
doi = {10.1109/DSAA.2016.62},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/PalshikarPR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ParikhRPC16,
author = {Aditya Parikh and
Mehul S. Raval and
Chandrasinh Parmar and
Sanjay Chaudhary},
title = {Disease Detection and Severity Estimation in Cotton Plant from Unconstrained
Images},
booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
pages = {594--601},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DSAA.2016.81},
doi = {10.1109/DSAA.2016.81},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/ParikhRPC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/PatkiWV16,
author = {Neha Patki and
Roy Wedge and
Kalyan Veeramachaneni},
title = {The Synthetic Data Vault},
booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
pages = {399--410},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DSAA.2016.49},
doi = {10.1109/DSAA.2016.49},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/PatkiWV16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/PerianezSGM16,
author = {Africa Perianez and
Alain Saas and
Anna Guitart and
Colin Magne},
title = {Churn Prediction in Mobile Social Games: Towards a Complete Assessment
Using Survival Ensembles},
booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
pages = {564--573},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DSAA.2016.84},
doi = {10.1109/DSAA.2016.84},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/PerianezSGM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/PramanikWDBKGM16,
author = {Soumajit Pramanik and
Qinna Wang and
Maximilien Danisch and
Sumanth Bandi and
Anand Kumar and
Jean{-}Loup Guillaume and
Bivas Mitra},
title = {On the Role of Mentions on Tweet Virality},
booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
pages = {204--213},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DSAA.2016.28},
doi = {10.1109/DSAA.2016.28},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/PramanikWDBKGM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/RochaMVNCBPF16,
author = {Leonardo Rocha and
Fernando Mour{\~{a}}o and
Ramon Vieira and
Alan Neves and
D{\'{a}}rlinton B. F. Carvalho and
Bortik Bandyopadhyay and
Srinivasan Parthasarathy and
Renato Ferreira},
title = {Connecting Opinions to Opinion-Leaders: {A} Case Study on Brazilian
Political Protests},
booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
pages = {716--725},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DSAA.2016.77},
doi = {10.1109/DSAA.2016.77},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/RochaMVNCBPF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/SafoL16,
author = {Sandra E. Safo and
Qi Long},
title = {Sparse Linear Discriminant Analysis in Structured Covariates Space},
booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
pages = {772--781},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DSAA.2016.66},
doi = {10.1109/DSAA.2016.66},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/SafoL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/Sanchez-RadaICA16,
author = {J. Fernando S{\'{a}}nchez{-}Rada and
Carlos Angel Iglesias and
Ignacio Corcuera and
Oscar Araque},
title = {Senpy: {A} Pragmatic Linked Sentiment Analysis Framework},
booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
pages = {735--742},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DSAA.2016.79},
doi = {10.1109/DSAA.2016.79},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/Sanchez-RadaICA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/SarkerCKH16,
author = {Iqbal H. Sarker and
Alan Colman and
Muhammad Ashad Kabir and
Jun Han},
title = {Behavior-Oriented Time Segmentation for Mining Individualized Rules
of Mobile Phone Users},
booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
pages = {488--497},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DSAA.2016.60},
doi = {10.1109/DSAA.2016.60},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/SarkerCKH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/SarkerKCH16,
author = {Iqbal H. Sarker and
Muhammad Ashad Kabir and
Alan Colman and
Jun Han},
title = {Evidence-Based Behavioral Model for Calendar Schedules of Individual
Mobile Phone Users},
booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
pages = {584--593},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DSAA.2016.86},
doi = {10.1109/DSAA.2016.86},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/SarkerKCH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/SchreckV16,
author = {Benjamin Schreck and
Kalyan Veeramachaneni},
title = {What Would a Data Scientist Ask? Automatically Formulating and Solving
Predictive Problems},
booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
pages = {440--451},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DSAA.2016.55},
doi = {10.1109/DSAA.2016.55},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/SchreckV16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/SharmaH16,
author = {Piyush Kumar Sharma and
Gary Holness},
title = {Dilation of Chisini-Jensen-Shannon Divergence},
booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
pages = {174--183},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DSAA.2016.25},
doi = {10.1109/DSAA.2016.25},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/SharmaH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ShavitS16,
author = {Amit Shavit and
Sameena Shah},
title = {Perceived, Projected, and True Investment Expertise: Not All Experts
Provide Expert Recommendations},
booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
pages = {361--369},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DSAA.2016.45},
doi = {10.1109/DSAA.2016.45},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/ShavitS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/SimeonHH16,
author = {Credell Simeon and
Howard J. Hamilton and
Robert J. Hilderman},
title = {Word Segmentation Algorithms with Lexical Resources for Hashtag Classification},
booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
pages = {743--751},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DSAA.2016.80},
doi = {10.1109/DSAA.2016.80},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/SimeonHH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/SondhiS16,
author = {Arjun Sondhi and
Ali Shojaie},
title = {Causal Structure Learning with Reduced Partial Correlation Thresholding},
booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
pages = {790--797},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DSAA.2016.68},
doi = {10.1109/DSAA.2016.68},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/SondhiS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/SungZHC16,
author = {Chul Sung and
Bo Zhang and
Chunhui Y. Higgins and
Yoonsuck Choe},
title = {Data-Driven Sales Leads Prediction for Everything-as-a-Service in
the Cloud},
booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
pages = {557--563},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DSAA.2016.83},
doi = {10.1109/DSAA.2016.83},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/SungZHC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/SwerskyMSCZ16,
author = {Lorne Swersky and
Henrique O. Marques and
J{\"{o}}rg Sander and
Ricardo J. G. B. Campello and
Arthur Zimek},
title = {On the Evaluation of Outlier Detection and One-Class Classification
Methods},
booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
pages = {1--10},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DSAA.2016.8},
doi = {10.1109/DSAA.2016.8},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/SwerskyMSCZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/TaylorLJ16,
author = {Adrian Taylor and
Sylvain P. Leblanc and
Nathalie Japkowicz},
title = {Anomaly Detection in Automobile Control Network Data with Long Short-Term
Memory Networks},
booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
pages = {130--139},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DSAA.2016.20},
doi = {10.1109/DSAA.2016.20},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/TaylorLJ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/TkachenkoKK16,
author = {Yegor Tkachenko and
Mykel J. Kochenderfer and
Krzysztof Kluza},
title = {Customer Simulation for Direct Marketing Experiments},
booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
pages = {478--487},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DSAA.2016.59},
doi = {10.1109/DSAA.2016.59},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/TkachenkoKK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/WangL16,
author = {Jun{-}Kun Wang and
Shou{-}De Lin},
title = {Parallel Least-Squares Policy Iteration},
booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
pages = {166--173},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DSAA.2016.24},
doi = {10.1109/DSAA.2016.24},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/WangL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/WangL16a,
author = {Jun{-}Kun Wang and
Shou{-}De Lin},
title = {Efficient Sampling-Based {ADMM} for Distributed Data},
booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
pages = {321--330},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DSAA.2016.41},
doi = {10.1109/DSAA.2016.41},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/WangL16a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/WeiPW16,
author = {Bingjie Wei and
Helen Pinto and
Xin Wang},
title = {A Symbolic Tree Model for Oil and Gas Production Prediction Using
Time-Series Production Data},
booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
pages = {272--281},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DSAA.2016.36},
doi = {10.1109/DSAA.2016.36},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/WeiPW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/WeiSGB16,
author = {Yifang Wei and
Lisa Singh and
Brian Gallagher and
David Buttler},
title = {Overlapping Target Event and Story Line Detection of Online Newspaper
Articles},
booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
pages = {222--232},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DSAA.2016.30},
doi = {10.1109/DSAA.2016.30},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/WeiSGB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/WeissLPMRT16,
author = {Gary M. Weiss and
Jeffrey W. Lockhart and
Tony T. Pulickal and
Paul T. McHugh and
Isaac H. Ronan and
Jessica L. Timko},
title = {Actitracker: {A} Smartphone-Based Activity Recognition System for
Improving Health and Well-Being},
booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
pages = {682--688},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DSAA.2016.89},
doi = {10.1109/DSAA.2016.89},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/WeissLPMRT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/WistubaSS16,
author = {Martin Wistuba and
Nicolas Schilling and
Lars Schmidt{-}Thieme},
title = {Hyperparameter Optimization Machines},
booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
pages = {41--50},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DSAA.2016.12},
doi = {10.1109/DSAA.2016.12},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/WistubaSS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/WojnowiczZCZW16,
author = {Michael Wojnowicz and
Di Zhang and
Glenn Chisholm and
Xuan Zhao and
Matt Wolff},
title = {Projecting "Better Than Randomly": How to Reduce the Dimensionality
of Very Large Datasets in a Way That Outperforms Random Projections},
booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
pages = {184--193},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DSAA.2016.26},
doi = {10.1109/DSAA.2016.26},
timestamp = {Wed, 04 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/WojnowiczZCZW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/WuW16,
author = {Yongkai Wu and
Xintao Wu},
title = {Using Loglinear Model for Discrimination Discovery and Prevention},
booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
pages = {110--119},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DSAA.2016.18},
doi = {10.1109/DSAA.2016.18},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/WuW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/YonamotoMY16,
author = {Yoshitaro Yonamoto and
Kai Morino and
Kenji Yamanishi},
title = {Temporal Network Change Detection Using Network Centralities},
booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
pages = {51--60},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DSAA.2016.13},
doi = {10.1109/DSAA.2016.13},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/YonamotoMY16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ZhangHLL16,
author = {Qiang Zhang and
Andy He and
Chris Liu and
Eric Lo},
title = {Closest Interval Join Using MapReduce},
booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
pages = {302--311},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DSAA.2016.39},
doi = {10.1109/DSAA.2016.39},
timestamp = {Thu, 08 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/ZhangHLL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ZhaoCMS16,
author = {Zhenyu Zhao and
Miao Chen and
Don Matheson and
Maria Stone},
title = {Online Experimentation Diagnosis and Troubleshooting Beyond {AA} Validation},
booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
pages = {498--507},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DSAA.2016.61},
doi = {10.1109/DSAA.2016.61},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/ZhaoCMS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ZhouMMSBG16,
author = {Zhengyuan Zhou and
Daniel Miller and
Neal Master and
David Scheinker and
Nicholas Bambos and
Peter W. Glynn},
title = {Detecting Inaccurate Predictions of Pediatric Surgical Durations},
booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
pages = {452--457},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DSAA.2016.56},
doi = {10.1109/DSAA.2016.56},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/ZhouMMSBG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/dsaa/2016,
title = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
publisher = {{IEEE}},
year = {2016},
url = {https://ieeexplore.ieee.org/xpl/conhome/7795280/proceeding},
isbn = {978-1-5090-5206-6},
timestamp = {Wed, 16 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/2016.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/0002LYGE15,
author = {Han Xiao and
Shou{-}De Lin and
Mi{-}Yen Yeh and
Phillip B. Gibbons and
Claudia Eckert},
title = {Learning better while sending less: Communication-efficient online
semi-supervised learning in client-server settings},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--10},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344833},
doi = {10.1109/DSAA.2015.7344833},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/0002LYGE15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/Abdel-HafezXJ15,
author = {Ahmad Abdel{-}Hafez and
Yue Xu and
Audun J{\o}sang},
title = {An accurate rating aggregation method for generating item reputation},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--8},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344804},
doi = {10.1109/DSAA.2015.7344804},
timestamp = {Wed, 30 Oct 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/Abdel-HafezXJ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/Abiteboul15,
author = {Serge Abiteboul},
title = {Toward personal knowledge bases},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {XI--XVI},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344775},
doi = {10.1109/DSAA.2015.7344775},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/Abiteboul15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/AguiarNC15,
author = {Everaldo Aguiar and
Saurabh Nagrecha and
Nitesh V. Chawla},
title = {Predicting online video engagement using clickstreams},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--10},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344873},
doi = {10.1109/DSAA.2015.7344873},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/AguiarNC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/AlamN15,
author = {Mehwish Alam and
Amedeo Napoli},
title = {Interactive exploration over {RDF} data using formal concept analysis},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--10},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344838},
doi = {10.1109/DSAA.2015.7344838},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/AlamN15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/AllesiardoF15,
author = {Robin Allesiardo and
Rapha{\"{e}}l F{\'{e}}raud},
title = {{EXP3} with drift detection for the switching bandit problem},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--7},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344834},
doi = {10.1109/DSAA.2015.7344834},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/AllesiardoF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/AlqurashiW15,
author = {Tahani Alqurashi and
Wenjia Wang},
title = {A new consensus function based on dual-similarity measurements for
clustering ensemble},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--9},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344797},
doi = {10.1109/DSAA.2015.7344797},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/AlqurashiW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/AndrienkoAFRB15,
author = {Natalia V. Andrienko and
Gennady L. Andrienko and
Georg Fuchs and
Salvatore Rinzivillo and
Hans{-}Dieter Betz},
title = {Detection, tracking, and visualization of spatial event clusters for
real time monitoring},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--10},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344880},
doi = {10.1109/DSAA.2015.7344880},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/AndrienkoAFRB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/Bachrach15,
author = {Yoram Bachrach},
title = {Human judgments in hiring decisions based on online social network
profiles},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--10},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344842},
doi = {10.1109/DSAA.2015.7344842},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/Bachrach15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/BagciK15,
author = {Hakan Bagci and
Pinar Karagoz},
title = {Random walk based context-aware activity recommendation for location
based social networks},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--9},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344852},
doi = {10.1109/DSAA.2015.7344852},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/BagciK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/BaoCZZZ15,
author = {Junpeng Bao and
Qian Cao and
Yuepeng Zhang and
Jun Zeng and
De Zhang},
title = {{RIMM:} {A} novel map matching model with rotational invariance},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--7},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344891},
doi = {10.1109/DSAA.2015.7344891},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/BaoCZZZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/Beauxis-Aussalet15,
author = {Emma Beauxis{-}Aussalet and
Lynda Hardman},
title = {Multifactorial uncertainty assessment for monitoring population abundance
using computer vision},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--10},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344879},
doi = {10.1109/DSAA.2015.7344879},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/Beauxis-Aussalet15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/BernsteinKY15,
author = {Alexander V. Bernstein and
Alexander P. Kuleshov and
Yury Yanovich},
title = {Information preserving and locally isometric{\&}conformal embedding
via Tangent Manifold Learning},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--9},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344815},
doi = {10.1109/DSAA.2015.7344815},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/BernsteinKY15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/BoyerGSV15,
author = {Sebastien Boyer and
Ben U. Gelman and
Benjamin Schreck and
Kalyan Veeramachaneni},
title = {Data science foundry for MOOCs},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--10},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344825},
doi = {10.1109/DSAA.2015.7344825},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/BoyerGSV15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/BriandCMO15,
author = {Anne{-}Sarah Briand and
Etienne C{\^{o}}me and
Mohamed Khalil El Mahrsi and
Latifa Oukhellou},
title = {A mixture model clustering approach for temporal passenger pattern
characterization in public transport},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--10},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344847},
doi = {10.1109/DSAA.2015.7344847},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/BriandCMO15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/BudhirajaR15,
author = {Amar Budhiraja and
P. Krishna Reddy},
title = {An approach to cover more advertisers in Adwords},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--10},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344802},
doi = {10.1109/DSAA.2015.7344802},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/BudhirajaR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/CaoDCZ15,
author = {Wei Cao and
Yves Demazeau and
Longbing Cao and
Weidong Zhu},
title = {Financial crisis and global market couplings},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--10},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344854},
doi = {10.1109/DSAA.2015.7344854},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/CaoDCZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/CavadentiCBK15,
author = {Olivier Cavadenti and
V{\'{\i}}ctor Codocedo and
Jean{-}Fran{\c{c}}ois Boulicaut and
Mehdi Kaytoue},
title = {When cyberathletes conceal their game: Clustering confusion matrices
to identify avatar aliases},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--10},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344824},
doi = {10.1109/DSAA.2015.7344824},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/CavadentiCBK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/CazaisL15,
author = {Fr{\'{e}}d{\'{e}}ric Cazals and
Alix Lheritier},
title = {Beyond two-sample-tests: Localizing data discrepancies in high-dimensional
spaces},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--10},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344835},
doi = {10.1109/DSAA.2015.7344835},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/CazaisL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ChafikDEO15,
author = {Sanaa Chafik and
Imane Daoudi and
Mounim A. El{-}Yacoubi and
Hamid El Ouardi},
title = {Cluster-based data oriented hashing},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--7},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344895},
doi = {10.1109/DSAA.2015.7344895},
timestamp = {Thu, 15 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/ChafikDEO15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ChauhanV15,
author = {Sucheta Chauhan and
Lovekesh Vig},
title = {Anomaly detection in {ECG} time signals via deep long short-term memory
networks},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--7},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344872},
doi = {10.1109/DSAA.2015.7344872},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/ChauhanV15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ChenHXLC15,
author = {Qianqian Chen and
Liang Hu and
Jia Xu and
Wei Liu and
Longbing Cao},
title = {Document similarity analysis via involving both explicit and implicit
semantic couplings},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--10},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344832},
doi = {10.1109/DSAA.2015.7344832},
timestamp = {Thu, 20 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/ChenHXLC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ChenK15,
author = {Ji{-}De Chen and
Hung{-}Yu Kao},
title = {{LDA} based semi-supervised learning from streaming short text},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--8},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344830},
doi = {10.1109/DSAA.2015.7344830},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/ChenK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ChenSPH15,
author = {Jie Chen and
Li Sun and
YingLi Peng and
Yun Huang},
title = {Context weight considered for implicit feature extracting},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--5},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344860},
doi = {10.1109/DSAA.2015.7344860},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/ChenSPH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/Chidlovskii15,
author = {Boris Chidlovskii},
title = {Learning urban users' choices to improve trip recommendations},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--9},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344890},
doi = {10.1109/DSAA.2015.7344890},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/Chidlovskii15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ChikhaouiCW15,
author = {Belkacem Chikhaoui and
Mauricio Chiazzaro and
Shengrui Wang},
title = {Discovering and tracking influencer-influencee relationships between
online communities},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--9},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344846},
doi = {10.1109/DSAA.2015.7344846},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/ChikhaouiCW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ChristodoulouB15,
author = {Vyron Christodoulou and
Yaxin Bi},
title = {A combination of {CUSUM-EWMA} for Anomaly Detection in time series
data},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--8},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344899},
doi = {10.1109/DSAA.2015.7344899},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/ChristodoulouB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ChulyadyoL15,
author = {Rajani Chulyadyo and
Philippe Leray},
title = {Integrating spatial information into probabilistic relational models},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--8},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344800},
doi = {10.1109/DSAA.2015.7344800},
timestamp = {Tue, 30 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/ChulyadyoL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/CintiaGPPM15,
author = {Paolo Cintia and
Fosca Giannotti and
Luca Pappalardo and
Dino Pedreschi and
Marco Malvaldi},
title = {The harsh rule of the goals: Data-driven performance indicators for
football teams},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--10},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344823},
doi = {10.1109/DSAA.2015.7344823},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/CintiaGPPM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ComitoT15,
author = {Carmela Comito and
Domenico Talia},
title = {Evaluating and predicting energy consumption of data mining algorithms
on mobile devices},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--8},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344848},
doi = {10.1109/DSAA.2015.7344848},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/ComitoT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/DaoNVP15,
author = {Bo Dao and
Thin Nguyen and
Svetha Venkatesh and
Dinh Q. Phung},
title = {Nonparametric discovery of online mental health-related communities},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--10},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344841},
doi = {10.1109/DSAA.2015.7344841},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/DaoNVP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/DasguptaNKBV15,
author = {Sudipto Shankar Dasgupta and
Swaminathan Natarajan and
Kiran Kumar Kaipa and
Sujay Kumar Bhattacherjee and
Arun Viswanathan},
title = {Sentiment analysis of Facebook data using Hadoop based open source
technologies},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--3},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344883},
doi = {10.1109/DSAA.2015.7344883},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/DasguptaNKBV15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/DelacroixBLL15,
author = {Thomas Delacroix and
Ahcene Boubekki and
Philippe Lenca and
St{\'{e}}phane Lallich},
title = {Constrained independence for detecting interesting patterns},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--10},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344897},
doi = {10.1109/DSAA.2015.7344897},
timestamp = {Thu, 23 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/DelacroixBLL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/DorrGFPBPAMGC15,
author = {Bonnie J. Dorr and
Craig S. Greenberg and
Peter C. Fontana and
Mark A. Przybocki and
Marion Le Bras and
Cathryn A. Ploehn and
Oleg Aulov and
Martial Michel and
E. Jim Golden and
Wo Chang},
title = {The {NIST} data science initiative},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--10},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344805},
doi = {10.1109/DSAA.2015.7344805},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/DorrGFPBPAMGC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/DuarteG15,
author = {Jo{\~{a}}o Duarte and
Jo{\~{a}}o Gama},
title = {Multi-target regression from high-speed data streams with adaptive
model rules},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--10},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344900},
doi = {10.1109/DSAA.2015.7344900},
timestamp = {Mon, 30 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/DuarteG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/FathalianiB15,
author = {Farnoosh Fathaliani and
Mohamed Bouguessa},
title = {A model-based approach for identifying spammers in social networks},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--9},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344843},
doi = {10.1109/DSAA.2015.7344843},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/FathalianiB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/FerilliCER15,
author = {Stefano Ferilli and
Berardina De Carolis and
Floriana Esposito and
Domenico Redavid},
title = {Sentiment analysis as a text categorization task: {A} study on feature
and algorithm selection for Italian language},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--10},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344882},
doi = {10.1109/DSAA.2015.7344882},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/FerilliCER15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/FersiniPM15,
author = {Elisabetta Fersini and
Federico Alberto Pozzi and
Enza Messina},
title = {Detecting irony and sarcasm in microblogs: The role of expressive
signals and ensemble classifiers},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--8},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344888},
doi = {10.1109/DSAA.2015.7344888},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/FersiniPM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ForbesB15,
author = {Florence Forbes and
Wray L. Buntine},
title = {Special session on trends {\&} controversies in data science {(TCDS)}},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {XVII--XXVIII},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344776},
doi = {10.1109/DSAA.2015.7344776},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/ForbesB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/GayGBC15,
author = {Dominique Gay and
Romain Guigour{\`{e}}s and
Marc Boull{\'{e}} and
Fabrice Cl{\'{e}}rot},
title = {{TESS:} Temporal event sequence summarization},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--10},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344904},
doi = {10.1109/DSAA.2015.7344904},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/GayGBC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/GeilkeK015,
author = {Michael Geilke and
Andreas Karwath and
Stefan Kramer},
title = {Modeling recurrent distributions in streams using possible worlds},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--9},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344814},
doi = {10.1109/DSAA.2015.7344814},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/GeilkeK015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/GolmohammadiZ15,
author = {Koosha Golmohammadi and
Osmar R. Za{\"{\i}}ane},
title = {Time series contextual anomaly detection for detecting market manipulation
in stock market},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--10},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344856},
doi = {10.1109/DSAA.2015.7344856},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/GolmohammadiZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/GorbanZ15,
author = {Alexander N. Gorban and
Andrei Yu. Zinovyev},
title = {Fast and user-friendly non-linear principal manifold learning by method
of elastic maps},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--9},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344818},
doi = {10.1109/DSAA.2015.7344818},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/GorbanZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/GuidottiCPP15,
author = {Riccardo Guidotti and
Michele Coscia and
Dino Pedreschi and
Diego Pennacchioli},
title = {Behavioral entropy and profitability in retail},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--10},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344821},
doi = {10.1109/DSAA.2015.7344821},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/GuidottiCPP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/HajKacemNE15,
author = {Mohamed Aymen Ben HajKacem and
Chiheb{-}Eddine Ben N'cir and
Nadia Essoussi},
title = {MapReduce-based k-prototypes clustering method for big data},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--7},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344894},
doi = {10.1109/DSAA.2015.7344894},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/HajKacemNE15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/HartmannHLR15,
author = {Claudio Hartmann and
Martin Hahmann and
Wolfgang Lehner and
Frank Rosenthal},
title = {Exploiting big data in time series forecasting: {A} cross-sectional
approach},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--10},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344786},
doi = {10.1109/DSAA.2015.7344786},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/HartmannHLR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/HennigBBGHM15,
author = {Patrick Hennig and
Philipp Berger and
Maximilian Brehm and
Bastien Grasnick and
Jonathan Herdt and
Christoph Meinel},
title = {Hot spot detection - An interactive cluster heat map for sentiment
analysis},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--9},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344885},
doi = {10.1109/DSAA.2015.7344885},
timestamp = {Fri, 27 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/HennigBBGHM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/HenrikssonZBD15,
author = {Aron Henriksson and
Jing Zhao and
Henrik Bostr{\"{o}}m and
Hercules Dalianis},
title = {Modeling heterogeneous clinical sequence data in semantic space for
adverse drug event detection},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--8},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344867},
doi = {10.1109/DSAA.2015.7344867},
timestamp = {Wed, 12 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/HenrikssonZBD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/HosseiniH15,
author = {Babak Hosseini and
Barbara Hammer},
title = {Efficient metric learning for the analysis of motion data},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--10},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344819},
doi = {10.1109/DSAA.2015.7344819},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/HosseiniH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/HuWZ15,
author = {Jiawei Hu and
Yanfeng Wang and
Ya Zhang},
title = {{IOHMM} for location prediction with missing data},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--10},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344851},
doi = {10.1109/DSAA.2015.7344851},
timestamp = {Fri, 13 Jul 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/HuWZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ImawanPAJK15,
author = {Ardi Imawan and
Fadhilah Kurnia Putri and
Seonga An and
Han{-}You Jeong and
Joonho Kwon},
title = {Scalable extraction of timeline information from road traffic data
using MapReduce},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--8},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344850},
doi = {10.1109/DSAA.2015.7344850},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/ImawanPAJK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/JapkowiczBHZ15,
author = {Nathalie Japkowicz and
Vincent Barnabe{-}Lortie and
Shawn Horvatic and
Jie Zhou},
title = {Multi-class learning using data driven {ECOC} with deep search and
re-balancing},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--10},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344788},
doi = {10.1109/DSAA.2015.7344788},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/JapkowiczBHZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/JurmanVFRF15,
author = {Giuseppe Jurman and
Roberto Visintainer and
Michele Filosi and
Samantha Riccadonna and
Cesare Furlanello},
title = {The {HIM} glocal metric and kernel for network comparison and classification},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--10},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344816},
doi = {10.1109/DSAA.2015.7344816},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/JurmanVFRF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/KamkarGPV15,
author = {Iman Kamkar and
Sunil Kumar Gupta and
Dinh Q. Phung and
Svetha Venkatesh},
title = {Exploiting feature relationships towards stable feature selection},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--10},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344859},
doi = {10.1109/DSAA.2015.7344859},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/KamkarGPV15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/KanterV15,
author = {James Max Kanter and
Kalyan Veeramachaneni},
title = {Deep feature synthesis: Towards automating data science endeavors},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--10},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344858},
doi = {10.1109/DSAA.2015.7344858},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/KanterV15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/KhanNMA15,
author = {Majid Ali Khan and
Mohammad Nazeeruddin and
Shahabuddin Muhammad and
Asif Ali},
title = {A mining based approach for efficient enumeration of algebraic structures},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--6},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344827},
doi = {10.1109/DSAA.2015.7344827},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/KhanNMA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/KumarR15,
author = {D. Satheesh Kumar and
P. Krishna Reddy},
title = {Improved approach for protein function prediction by exploiting prominent
proteins},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--7},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344865},
doi = {10.1109/DSAA.2015.7344865},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/KumarR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/LaiBPV15,
author = {Mirko Lai and
Cristina Bosco and
Viviana Patti and
Daniela Virone},
title = {Debate on political reforms in Twitter: {A} hashtag-driven analysis
of political polarization},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--9},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344884},
doi = {10.1109/DSAA.2015.7344884},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/LaiBPV15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/LewenbergBV15,
author = {Yoad Lewenberg and
Yoram Bachrach and
Svitlana Volkova},
title = {Using emotions to predict user interest areas in online social networks},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--10},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344887},
doi = {10.1109/DSAA.2015.7344887},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/LewenbergBV15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/LijffijtSKB15,
author = {Jefrey Lijffijt and
Eirini Spyropoulou and
Bo Kang and
Tijl De Bie},
title = {P-N-RMiner: {A} generic framework for mining interesting structured
relational patterns},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--10},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344837},
doi = {10.1109/DSAA.2015.7344837},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/LijffijtSKB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/LinGFHT15,
author = {Jerry Chun{-}Wei Lin and
Wensheng Gan and
Philippe Fournier{-}Viger and
Tzung{-}Pei Hong and
Vincent S. Tseng},
title = {Mining high-utility itemsets with various discount strategies},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--10},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344861},
doi = {10.1109/DSAA.2015.7344861},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/LinGFHT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/LoeffelMD15,
author = {Pierre{-}Xavier Loeffel and
Christophe Marsala and
Marcin Detyniecki},
title = {Classification with a reject option under Concept Drift: The Droplets
algorithm},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--9},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344808},
doi = {10.1109/DSAA.2015.7344808},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/LoeffelMD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/MaronidisCNK15,
author = {Anastasios Maronidis and
Elisavet Chatzilari and
Spiros Nikolopoulos and
Ioannis Kompatsiaris},
title = {Scalable image annotation using a product compressive sampling approach},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--10},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344901},
doi = {10.1109/DSAA.2015.7344901},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/MaronidisCNK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/MazuranQT15,
author = {Mirjana Mazuran and
Elisa Quintarelli and
Letizia Tanca},
title = {{IQ4EC:} Intensional answers as a support to exploratory computing},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--10},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344903},
doi = {10.1109/DSAA.2015.7344903},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/MazuranQT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/McDowell15,
author = {Luke K. McDowell},
title = {Relational active learning for link-based classification},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--10},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344798},
doi = {10.1109/DSAA.2015.7344798},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/McDowell15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/MilliMRPG015,
author = {Letizia Milli and
Anna Monreale and
Giulio Rossetti and
Dino Pedreschi and
Fosca Giannotti and
Fabrizio Sebastiani},
title = {Quantification in social networks},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--10},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344845},
doi = {10.1109/DSAA.2015.7344845},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/MilliMRPG015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/MirisaeeDT15,
author = {Seyed Hamid Mirisaee and
Ahlame Douzal and
Alexandre Termier},
title = {Selecting representative instances from datasets},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--10},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344812},
doi = {10.1109/DSAA.2015.7344812},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/MirisaeeDT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/MishraLA15,
author = {Shashwat Mishra and
Vincent Leroy and
Sihem Amer{-}Yahia},
title = {Discovering characterizing regions for consumer products},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--10},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344822},
doi = {10.1109/DSAA.2015.7344822},
timestamp = {Tue, 16 Jan 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/MishraLA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/MiyaguchiY15,
author = {Kohei Miyaguchi and
Kenji Yamanishi},
title = {On-line detection of continuous changes in stochastic processes},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--9},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344783},
doi = {10.1109/DSAA.2015.7344783},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/MiyaguchiY15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/MoriyaMY15,
author = {Koichi Moriya and
Shin Matsushima and
Kenji Yamanishi},
title = {Traffic risk mining from heterogeneous road statistics},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--10},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344889},
doi = {10.1109/DSAA.2015.7344889},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/MoriyaMY15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/Moulines15,
author = {Eric Moulines},
title = {The sexy job in the next ten years will be statisticians},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {XXIX--XXXVI},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344777},
doi = {10.1109/DSAA.2015.7344777},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/Moulines15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/NaikR15,
author = {Azad Naik and
Huzefa Rangwala},
title = {A ranking-based approach for hierarchical classification},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--10},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344898},
doi = {10.1109/DSAA.2015.7344898},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/NaikR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/NguforUMKP15,
author = {Che Ngufor and
Sudhindra Upadhyaya and
Dennis Murphree and
Daryl J. Kor and
Jyotishman Pathak},
title = {Multi-task learning with selective cross-task transfer for predicting
bleeding and other important patient outcomes},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--8},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344836},
doi = {10.1109/DSAA.2015.7344836},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/NguforUMKP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/NicholsonZSW15,
author = {Bryce Nicholson and
Jing Zhang and
Victor S. Sheng and
Zhiheng Wang},
title = {Label noise correction methods},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--9},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344791},
doi = {10.1109/DSAA.2015.7344791},
timestamp = {Fri, 18 Aug 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/NicholsonZSW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/NjooRHP15,
author = {Gunarto Sindoro Njoo and
Xiao Wen Ruan and
Kuo{-}Wei Hsu and
Wen{-}Chih Peng},
title = {A fusion-based approach for user activities recognition on smart phones},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--10},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344875},
doi = {10.1109/DSAA.2015.7344875},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/NjooRHP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/OlaniyanSOL15,
author = {Rapheal Olaniyan and
Daniel Stamate and
Lahcen Ouarbya and
Doina Logofatu},
title = {Sentiment and stock market volatility predictive modelling - {A} hybrid
approach},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--10},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344855},
doi = {10.1109/DSAA.2015.7344855},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/OlaniyanSOL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/OnoMFH15,
author = {Satoshi Ono and
Haruki Matsuyama and
Ken{-}ichi Fukui and
Shigeki Hosoda},
title = {Error detection of oceanic observation data using sequential labeling},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--8},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344896},
doi = {10.1109/DSAA.2015.7344896},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/OnoMFH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/OyamaBODK15,
author = {Satoshi Oyama and
Yukino Baba and
Ikki Ohmukai and
Hiroaki Dokoshi and
Hisashi Kashima},
title = {From one star to three stars: Upgrading legacy open data using crowdsourcing},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--9},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344801},
doi = {10.1109/DSAA.2015.7344801},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/OyamaBODK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/PanTLCLL15,
author = {Ren{-}Hao Pan and
Lin{-}Yu Tseng and
I{-}En Liao and
Chien{-}Lung Chan and
K. Robert Lai and
Kai{-}Biao Lin},
title = {Design of an {NGS} MicroRNA predictor using multilayer hierarchical
MapReduce framework},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--8},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344862},
doi = {10.1109/DSAA.2015.7344862},
timestamp = {Thu, 21 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/PanTLCLL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/PelekisST15,
author = {Nikos Pelekis and
Stylianos Sideridis and
Yannis Theodoridis},
title = {Hermessem: {A} semantic-aware framework for the management and analysis
of our LifeSteps},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--10},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344849},
doi = {10.1109/DSAA.2015.7344849},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/PelekisST15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/Prasomphan15,
author = {Sathit Prasomphan},
title = {Detecting human emotion via speech recognition by using speech spectrogram},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--10},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344793},
doi = {10.1109/DSAA.2015.7344793},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/Prasomphan15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/PugetB15,
author = {Rapha{\"{e}}l Puget and
Nicolas Baskiotis},
title = {Hierarchical label partitioning for large scale classification},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--10},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344792},
doi = {10.1109/DSAA.2015.7344792},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/PugetB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/QianS15,
author = {Zhensong Qian and
Oliver Schulte},
title = {FactorBase : Multi-relational model learning with {SQL} all the way},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--10},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344828},
doi = {10.1109/DSAA.2015.7344828},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/QianS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/RamamurthySYAIP15,
author = {Karthikeyan Natesan Ramamurthy and
Moninder Singh and
Yichong Yu and
Jessica Aspis and
Matthew Iames and
Michael Peran and
Qin S. Held},
title = {A talent management tool using propensity to leave analytics},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--10},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344853},
doi = {10.1109/DSAA.2015.7344853},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/RamamurthySYAIP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/RenardRED15,
author = {Xavier Renard and
Maria Rifqi and
Walid Erray and
Marcin Detyniecki},
title = {Random-shapelet: An algorithm for fast shapelet discovery},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--10},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344782},
doi = {10.1109/DSAA.2015.7344782},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/RenardRED15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ResheffRNW15,
author = {Yehezkel S. Resheff and
Shay Rotics and
Ran Nathan and
Daphna Weinshall},
title = {Matrix factorization approach to behavioral mode analysis from acceleration
data},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--6},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344781},
doi = {10.1109/DSAA.2015.7344781},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/ResheffRNW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/RidiZGH15,
author = {Antonio Ridi and
Nikos Zarkadis and
Christophe Gisler and
Jean Hennebert},
title = {Duration models for activity recognition and prediction in buildings
using Hidden Markov Models},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--10},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344784},
doi = {10.1109/DSAA.2015.7344784},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/RidiZGH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/RoadknightSASD15,
author = {Christopher M. Roadknight and
Durga Suryanarayanan and
Uwe Aickelin and
John Scholefield and
Lindy Durrant},
title = {An ensemble of machine learning and anti-learning methods for predicting
tumour patient survival rates},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--8},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344863},
doi = {10.1109/DSAA.2015.7344863},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/RoadknightSASD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/RomeiRT15,
author = {Andrea Romei and
Salvatore Ruggieri and
Franco Turini},
title = {The layered structure of company share networks},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--10},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344809},
doi = {10.1109/DSAA.2015.7344809},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/RomeiRT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/RosenfeldGHBEKM15,
author = {Avi Rosenfeld and
David G. Graham and
Rifat A. Hamoudi and
Rommel Butawan and
Victor Eneh and
Saif Khan and
Haroon Miah and
Mahesan Niranjan and
Laurence B. Lovat},
title = {{MIAT:} {A} novel attribute selection approach to better predict upper
gastrointestinal cancer},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--7},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344866},
doi = {10.1109/DSAA.2015.7344866},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/RosenfeldGHBEKM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/RossiZ15,
author = {Ryan A. Rossi and
Rong Zhou},
title = {Scalable relational learning for large heterogeneous networks},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--10},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344799},
doi = {10.1109/DSAA.2015.7344799},
timestamp = {Fri, 31 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/RossiZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/Roth15,
author = {Gunter R{\"{o}}th},
title = {Tutorial 1: NVIDIA's platform for Deep Neural Networks},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {XXXVII--XXXIX},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344778},
doi = {10.1109/DSAA.2015.7344778},
timestamp = {Thu, 05 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/Roth15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/SahaGV15,
author = {Budhaditya Saha and
Sunil Gupta and
Svetha Venkatesh},
title = {Improved risk predictions via sparse imputation of patient conditions
in electronic medical records},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--10},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344790},
doi = {10.1109/DSAA.2015.7344790},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/SahaGV15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/SaikiaSAS15,
author = {Sarmimala Saikia and
Gautam Shroff and
Puneet Agarwal and
Ashwin Srinivasan},
title = {Succinctly summarizing machine usage via multi-subspace clustering
of multi-sensor data},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--10},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344905},
doi = {10.1109/DSAA.2015.7344905},
timestamp = {Thu, 10 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/SaikiaSAS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/SantosCA15,
author = {Maribel Yasmina Santos and
Ant{\'{o}}nio Carvalheira and
Artur Teles de Ara{\'{u}}jo},
title = {A data-driven analytics approach in the study of pneumonia's fatalities},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--10},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344868},
doi = {10.1109/DSAA.2015.7344868},
timestamp = {Fri, 02 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/SantosCA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ShaoYLC15,
author = {Jingyu Shao and
Junfu Yin and
Wei Liu and
Longbing Cao},
title = {Mining actionable combined patterns of high utility and frequency},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--10},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344840},
doi = {10.1109/DSAA.2015.7344840},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/ShaoYLC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ShrivastavaNS15,
author = {Mayank Shrivastava and
Maitreya Natu and
Vaishali P. Sadaphal},
title = {Towards predictable and risk-free enterprise systems},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--7},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344807},
doi = {10.1109/DSAA.2015.7344807},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/ShrivastavaNS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/SilB15,
author = {Jaya Sil and
Indrani Bhattacharya},
title = {Patient classification based on expanded query using 5-gram collocation
and binary tree},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--10},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344864},
doi = {10.1109/DSAA.2015.7344864},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/SilB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/SinghCKV15,
author = {Urminder Singh and
Sucheta Chauhan and
A. Krishnamachari and
Lovekesh Vig},
title = {Ensemble of deep long short term memory networks for labelling origin
of replication sequences},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--7},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344871},
doi = {10.1109/DSAA.2015.7344871},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/SinghCKV15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/SinghSA15,
author = {Karamjit Singh and
Gautam Shroff and
Puneet Agarwal},
title = {Predictive reliability mining for early warnings in populations of
connected machines},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--10},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344806},
doi = {10.1109/DSAA.2015.7344806},
timestamp = {Thu, 10 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/SinghSA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/SmailovicKGZM15,
author = {Jasmina Smailovic and
Janez Kranjc and
Miha Grcar and
Martin Znidarsic and
Igor Mozetic},
title = {Monitoring the Twitter sentiment during the Bulgarian elections},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--10},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344886},
doi = {10.1109/DSAA.2015.7344886},
timestamp = {Fri, 02 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/SmailovicKGZM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/SmiejaT15,
author = {Marek Smieja and
Jacek Tabor},
title = {Spherical wards clustering and generalized Voronoi diagrams},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--10},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344796},
doi = {10.1109/DSAA.2015.7344796},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/SmiejaT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/SongK15,
author = {Wonmoon Song and
Myungwon Kim},
title = {A text block context informations based multiple Web contents extraction},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--8},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344829},
doi = {10.1109/DSAA.2015.7344829},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/SongK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/StriplingBABS15,
author = {Eugen Stripling and
Seppe vanden Broucke and
Katrien Antonio and
Bart Baesens and
Monique Snoeck},
title = {Profit maximizing logistic regression modeling for customer churn
prediction},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--10},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344874},
doi = {10.1109/DSAA.2015.7344874},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/StriplingBABS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/SunYSK15,
author = {Yuan Sun and
Shiwei Ye and
Yi Sun and
Tsunehiko Kameda},
title = {Improved algorithms for exact and approximate boolean matrix decomposition},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--10},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344813},
doi = {10.1109/DSAA.2015.7344813},
timestamp = {Mon, 15 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/SunYSK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/SyedD15,
author = {Haider Syed and
Amar K. Das},
title = {Temporal Needleman-Wunsch},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--9},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344785},
doi = {10.1109/DSAA.2015.7344785},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/SyedD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/TajeunaBW15,
author = {Etienne Gael Tajeuna and
Mohamed Bouguessa and
Shengrui Wang},
title = {Tracking the evolution of community structures in time-evolving social
networks},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--10},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344876},
doi = {10.1109/DSAA.2015.7344876},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/TajeunaBW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ThejaswiVDT15,
author = {M. Thejaswi and
Sriniketh Vijayaraghavan and
Avinash Das and
P. Santhi Thilagam},
title = {Dynamics of multi-campaign propagation in online social networks},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--8},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344844},
doi = {10.1109/DSAA.2015.7344844},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/ThejaswiVDT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ThomasFG15,
author = {Albert Thomas and
Vincent Feuillard and
Alexandre Gramfort},
title = {Calibration of One-Class {SVM} for {MV} set estimation},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--9},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344789},
doi = {10.1109/DSAA.2015.7344789},
timestamp = {Sat, 18 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/ThomasFG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/TosiMRDT15,
author = {Davide Tosi and
Stefano Marzorati and
Mario La Rosa and
Giovanna Dondossola and
Roberta Terruggia},
title = {Big data from cellular networks: How to estimate energy demand at
real-time},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--10},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344881},
doi = {10.1109/DSAA.2015.7344881},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/TosiMRDT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/TushkanovaG15,
author = {Olga Tushkanova and
Vladimir Gorodetsky},
title = {Data-driven semantic concept analysis for automatic actionable ontology
design},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--9},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344893},
doi = {10.1109/DSAA.2015.7344893},
timestamp = {Fri, 02 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/TushkanovaG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/VernadeC15,
author = {Claire Vernade and
Olivier Capp{\'{e}}},
title = {Learning from missing data using selection bias in movie recommendation},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--9},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344803},
doi = {10.1109/DSAA.2015.7344803},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/VernadeC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/VieiraLFRL15,
author = {Maria Estrella Sousa Vieira and
Jos{\'{e}} C. L{\'{o}}pez{-}Ardao and
Manuel Fern{\'{a}}ndez{-}Veiga and
Miguel Rodr{\'{\i}}guez{-}P{\'{e}}rez and
C{\'{a}}ndido L{\'{o}}pez{-}Garc{\'{\i}}a},
title = {Mining relationships in learning-oriented social networks},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--9},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344877},
doi = {10.1109/DSAA.2015.7344877},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/VieiraLFRL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/VinhA15,
author = {Vo Thanh Vinh and
Duong Tuan Anh},
title = {Compression rate distance measure for time series},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--10},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344787},
doi = {10.1109/DSAA.2015.7344787},
timestamp = {Fri, 02 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/VinhA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/VohraGS15,
author = {Raunaq Vohra and
Kratarth Goel and
Jajati Keshari Sahoo},
title = {Modeling temporal dependencies in data using a {DBN-LSTM}},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--4},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344820},
doi = {10.1109/DSAA.2015.7344820},
timestamp = {Tue, 26 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/VohraGS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/WahidGA15,
author = {Abdul Wahid and
Xiaoying Gao and
Peter Andreae},
title = {Multi-objective clustering ensemble for high-dimensional data based
on Strength Pareto Evolutionary Algorithm {(SPEA-II)}},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--9},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344795},
doi = {10.1109/DSAA.2015.7344795},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/WahidGA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/WangWW15,
author = {Pengsen Wang and
Bin Wu and
Bai Wang},
title = {{TSMH} Graph Cube: {A} novel framework for large scale multi-dimensional
network analysis},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--10},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344826},
doi = {10.1109/DSAA.2015.7344826},
timestamp = {Thu, 22 Feb 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/WangWW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/WehmuthZF15,
author = {Klaus Wehmuth and
Artur Ziviani and
Eric Fleury},
title = {A unifying model for representing time-varying graphs},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--10},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344810},
doi = {10.1109/DSAA.2015.7344810},
timestamp = {Thu, 15 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/WehmuthZF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/WistubaSS15,
author = {Martin Wistuba and
Nicolas Schilling and
Lars Schmidt{-}Thieme},
title = {Learning hyperparameter optimization initializations},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--10},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344817},
doi = {10.1109/DSAA.2015.7344817},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/WistubaSS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/XieHZY15,
author = {Sihong Xie and
Qingbo Hu and
Jingyuan Zhang and
Philip S. Yu},
title = {An effective and economic bi-level approach to ranking and rating
spam detection},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--10},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344794},
doi = {10.1109/DSAA.2015.7344794},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/XieHZY15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/XieWAYBYY15,
author = {Sihong Xie and
Jing Wang and
Mohammad Shafkat Amin and
Baoshi Yan and
Anmol Bhasin and
Clement T. Yu and
Philip S. Yu},
title = {A context-aware approach to detection of short irrelevant texts},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--10},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344831},
doi = {10.1109/DSAA.2015.7344831},
timestamp = {Tue, 05 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/XieWAYBYY15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/XuF15,
author = {Zhao Xu and
Koichi Funaya},
title = {Time series analysis with graph-based semi-supervised learning},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--6},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344902},
doi = {10.1109/DSAA.2015.7344902},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/XuF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/XuZZY15,
author = {Yi Xu and
Zhongfei (Mark) Zhang and
Yaqing Zhang and
Philip S. Yu},
title = {Sensor network partitioning based on homogeneity},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--10},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344811},
doi = {10.1109/DSAA.2015.7344811},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/XuZZY15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/YuanTCCS15,
author = {Shuai Yuan and
Pang{-}Ning Tan and
Kendra Spence Cheruvelil and
Sarah M. Collins and
Patricia A. Soranno},
title = {Constrained spectral clustering for regionalization: Exploring the
trade-off between spatial contiguity and landscape homogeneity},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--10},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344878},
doi = {10.1109/DSAA.2015.7344878},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/YuanTCCS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ZamoraBACLRAG15,
author = {Mart{\'{\i}} Zamora and
Manel Baradad and
Ester Amado and
Silvia Cordomi and
Esther Limon and
Juliana Ribera and
Marta Arias and
Ricard Gavald{\`{a}}},
title = {Characterizing chronic disease and polymedication prescription patterns
from electronic health records},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--9},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344870},
doi = {10.1109/DSAA.2015.7344870},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/ZamoraBACLRAG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ZhangTEZR15,
author = {Liang Zhang and
Michael W. Towsey and
Philip Eichinski and
Jinglan Zhang and
Paul Roe},
title = {Assistive classification for improving the efficiency of avian species
richness surveys},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--6},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344892},
doi = {10.1109/DSAA.2015.7344892},
timestamp = {Thu, 24 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/ZhangTEZR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ZhaoHB15,
author = {Jing Zhao and
Aron Henriksson and
Henrik Bostr{\"{o}}m},
title = {Cascading adverse drug event detection in electronic health records},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--8},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344869},
doi = {10.1109/DSAA.2015.7344869},
timestamp = {Wed, 12 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/ZhaoHB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ZhouC15,
author = {Pei{-}Yuan Zhou and
Keith C. C. Chan},
title = {An unsupervised attribute clustering algorithm for unsupervised feature
selection},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--7},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344857},
doi = {10.1109/DSAA.2015.7344857},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/ZhouC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ZhouCG15,
author = {Cheng Zhou and
Boris Cule and
Bart Goethals},
title = {Cohesion based co-location pattern mining},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--10},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344839},
doi = {10.1109/DSAA.2015.7344839},
timestamp = {Thu, 15 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/ZhouCG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/dsaa/2015,
title = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
publisher = {{IEEE}},
year = {2015},
url = {https://ieeexplore.ieee.org/xpl/conhome/7344768/proceeding},
isbn = {978-1-4673-8272-4},
timestamp = {Wed, 16 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/2015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/0018L14,
author = {Yang Liu and
Mingyan Liu},
title = {Detecting hidden propagation structure and its application to analyzing
phishing},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {184--190},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058071},
doi = {10.1109/DSAA.2014.7058071},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/0018L14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/AmmarEL14,
author = {Asma Ammar and
Zied Elouedi and
Pawan Lingras},
title = {Rough possibilistic meta-clustering of retail datasets},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {177--183},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058070},
doi = {10.1109/DSAA.2014.7058070},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/AmmarEL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/AslanCC14,
author = {Melih S. Aslan and
Xue{-}wen Chen and
Hong Cheng},
title = {Learning sparse and scale-free networks},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {326--332},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058092},
doi = {10.1109/DSAA.2014.7058092},
timestamp = {Fri, 02 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/AslanCC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/BabaNSK14,
author = {Yukino Baba and
Nozomi Nori and
Shigeru Saito and
Hisashi Kashima},
title = {Crowdsourced data analytics: {A} case study of a predictive modeling
competition},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {284--289},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058086},
doi = {10.1109/DSAA.2014.7058086},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/BabaNSK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/BaiWWKZ14,
author = {Yuntian Brian Bai and
Mani Williams and
Falin Wu and
Allison Kealy and
Kefei Zhang},
title = {An accuracy enhancement algorithm for fingerprinting method},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {110--114},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058060},
doi = {10.1109/DSAA.2014.7058060},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/BaiWWKZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/BaoC14,
author = {Ruihan Bao and
Hongming Cai},
title = {Management of complex data objects in ship designing process},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {534--540},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058123},
doi = {10.1109/DSAA.2014.7058123},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/BaoC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/BariVKB14,
author = {Nima Bari and
Roman Vichr and
Kamran Kowsari and
Simon Y. Berkovich},
title = {23-bit metaknowledge template towards Big Data knowledge discovery
and management},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {519--526},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058121},
doi = {10.1109/DSAA.2014.7058121},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/BariVKB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/BlasMPQT14,
author = {Nicoletta Di Blas and
Mirjana Mazuran and
Paolo Paolini and
Elisa Quintarelli and
Letizia Tanca},
title = {Exploratory computing: a draft Manifesto},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {577--580},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058129},
doi = {10.1109/DSAA.2014.7058129},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/BlasMPQT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ChenC14,
author = {Bo{-}Heng Chen and
Kun{-}Ta Chuang},
title = {A model-selection framework for concept-drifting data streams},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {290--296},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058087},
doi = {10.1109/DSAA.2014.7058087},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/ChenC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ChenJHW14,
author = {Kuan{-}Ying Chen and
Bijay Prasad Jaysawal and
Jen{-}Wei Huang and
Yong{-}Bin Wu},
title = {Mining frequent Time Interval-based Event with duration patterns from
temporal database},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {548--554},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058125},
doi = {10.1109/DSAA.2014.7058125},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/ChenJHW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ChenW14,
author = {Sizhe Chen and
Haipeng Wang},
title = {{SAR} target recognition based on deep learning},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {541--547},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058124},
doi = {10.1109/DSAA.2014.7058124},
timestamp = {Wed, 06 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/ChenW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ChenWWCHL14,
author = {Yi{-}Cheng Chen and
Julia Tzu{-}Ya Weng and
Jun{-}Zhe Wang and
Chien{-}Li Chou and
Jiun{-}Long Huang and
Suh{-}Yin Lee},
title = {Incrementally mining temporal patterns in interval-based databases},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {304--311},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058089},
doi = {10.1109/DSAA.2014.7058089},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/ChenWWCHL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/DanischGG14,
author = {Maximilien Danisch and
Jean{-}Loup Guillaume and
B{\'{e}}n{\'{e}}dicte Le Grand},
title = {Learning a proximity measure to complete a community},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {90--96},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058057},
doi = {10.1109/DSAA.2014.7058057},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/DanischGG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/DaoNVP14,
author = {Bo Dao and
Thin Nguyen and
Svetha Venkatesh and
Dinh Q. Phung},
title = {Analysis of circadian rhythms from online communities of individuals
with affective disorders},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {463--469},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058113},
doi = {10.1109/DSAA.2014.7058113},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/DaoNVP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/DesarkarS14,
author = {Maunendra Sankar Desarkar and
Neha Shinde},
title = {Diversification in news recommendation for privacy concerned users},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {135--141},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058064},
doi = {10.1109/DSAA.2014.7058064},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/DesarkarS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/GeXW14,
author = {Jiaqi Ge and
Yuni Xia and
Jian Wang},
title = {A na{\"{\i}}ve Bayesian classifier in categorical uncertain data
streams},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {392--398},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058102},
doi = {10.1109/DSAA.2014.7058102},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/GeXW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/GeertsN14,
author = {Floris Geerts and
Reuben Ndindi},
title = {Interactive correlation clustering},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {170--176},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058069},
doi = {10.1109/DSAA.2014.7058069},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/GeertsN14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/GeilkeK014,
author = {Michael Geilke and
Andreas Karwath and
Stefan Kramer},
title = {A probabilistic condensed representation of data for stream mining},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {297--303},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058088},
doi = {10.1109/DSAA.2014.7058088},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/GeilkeK014.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/GolmohammadiZD14,
author = {Koosha Golmohammadi and
Osmar R. Za{\"{\i}}ane and
David Diaz},
title = {Detecting stock market manipulation using supervised learning algorithms},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {435--441},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058109},
doi = {10.1109/DSAA.2014.7058109},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/GolmohammadiZD14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/Gorawski014,
author = {Marcin Gorawski and
Michal Lorek},
title = {General in-situ matrix transposition algorithm for massively parallel
environments},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {379--384},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058100},
doi = {10.1109/DSAA.2014.7058100},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/Gorawski014.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/GuZCXC14,
author = {Qi Gu and
Yan Zhang and
Jian Cao and
Guandong Xu and
Alfredo Cuzzocrea},
title = {A confidence-based entity resolution approach with incomplete information},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {97--103},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058058},
doi = {10.1109/DSAA.2014.7058058},
timestamp = {Mon, 26 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/GuZCXC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/GuZZHJ14,
author = {Yajun Gu and
Bofeng Zhang and
Guobing Zou and
Mingqing Huang and
Keyuan Jiang},
title = {Overlapping Community Detection in social network based on Microblog
User Model},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {333--339},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058093},
doi = {10.1109/DSAA.2014.7058093},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/GuZZHJ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/GuesmiTL14,
author = {Soumaya Guesmi and
Chiraz Trabelsi and
Chiraz Latiri},
title = {{FCA} for Common Interest Communities discovering},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {449--455},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058111},
doi = {10.1109/DSAA.2014.7058111},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/GuesmiTL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/HaLJLL14,
author = {JongWoo Ha and
Jung{-}Hyun Lee and
Won{-}Jun Jang and
Yong{-}Ku Lee and
SangKeun Lee},
title = {Toward robust classification using the Open Directory Project},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {607--612},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058134},
doi = {10.1109/DSAA.2014.7058134},
timestamp = {Sat, 08 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/HaLJLL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/HennigBMPS14,
author = {Patrick Hennig and
Philipp Berger and
Christoph Meinel and
Lukas Pirl and
Lukas Schulze},
title = {Exploring emotions over time within the blogosphere},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {587--592},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058131},
doi = {10.1109/DSAA.2014.7058131},
timestamp = {Fri, 27 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/HennigBMPS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/HsiaoLYL14,
author = {Cho{-}Yi Hsiao and
Hung{-}Yi Lo and
Tu{-}Chun Yin and
Shou{-}De Lin},
title = {Optimizing specificity under perfect sensitivity for medical data
classification},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {163--169},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058068},
doi = {10.1109/DSAA.2014.7058068},
timestamp = {Fri, 02 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/HsiaoLYL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/HsiaoWT14,
author = {Chia{-}Ling Hsiao and
Zih{-}Syuan Wang and
Wei{-}Guang Teng},
title = {An incremental scheme for large-scale social-based recommender systems},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {128--134},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058063},
doi = {10.1109/DSAA.2014.7058063},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/HsiaoWT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/HsuCCHP14,
author = {Tsung{-}Hao Hsu and
Chien{-}Cheng Chen and
Meng{-}Fen Chiang and
Kuo{-}Wei Hsu and
Wen{-}Chih Peng},
title = {Inferring potential users in mobile social networks},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {347--353},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058095},
doi = {10.1109/DSAA.2014.7058095},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/HsuCCHP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/HuSZ14,
author = {Chang{-}Miao Hu and
Xiaojun Shan and
Zheng Zhang},
title = {Dehazing algorithm's high performance and parallel computing for {GF-1}
Satellite Images},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {374--378},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058099},
doi = {10.1109/DSAA.2014.7058099},
timestamp = {Mon, 12 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/HuSZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/HuWY14,
author = {Qingbo Hu and
Guan Wang and
Philip S. Yu},
title = {Assessing the longevity of online videos: {A} new insight of a video's
quality},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {1--10},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058044},
doi = {10.1109/DSAA.2014.7058044},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/HuWY14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/HuangYTZ14,
author = {Chi{-}Min Huang and
Josh Jia{-}Ching Ying and
Vincent S. Tseng and
Zhi{-}Hua Zhou},
title = {Location semantics prediction for living analytics by mining smartphone
data},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {527--533},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058122},
doi = {10.1109/DSAA.2014.7058122},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/HuangYTZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/HungYL14,
author = {Hui{-}Ju Hung and
De{-}Nian Yang and
Wang{-}Chien Lee},
title = {Social influence-aware reverse nearest neighbor search},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {223--229},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058077},
doi = {10.1109/DSAA.2014.7058077},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/HungYL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/HuoZT14,
author = {Lian{-}Zhi Huo and
Zheng Zhang and
Liang Tang},
title = {Critical class sensitive active learning method for classification
of remote sensing imagery},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {258--262},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058082},
doi = {10.1109/DSAA.2014.7058082},
timestamp = {Mon, 12 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/HuoZT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/Kanawati14,
author = {Rushed Kanawati},
title = {Community detection in social networks: The power of ensemble methods},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {46--52},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058050},
doi = {10.1109/DSAA.2014.7058050},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/Kanawati14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/KimuraSOM14,
author = {Masahiro Kimura and
Kazumi Saito and
Kouzou Ohara and
Hiroshi Motoda},
title = {Efficient analysis of node influence based on {SIR} model over huge
complex networks},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {216--222},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058076},
doi = {10.1109/DSAA.2014.7058076},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/KimuraSOM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/KrompassNT14,
author = {Denis Krompass and
Maximilian Nickel and
Volker Tresp},
title = {Large-scale factorization of type-constrained multi-relational data},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {18--24},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058046},
doi = {10.1109/DSAA.2014.7058046},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/KrompassNT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/KuoC14,
author = {Li{-}Yen Kuo and
Ming{-}Syan Chen},
title = {Diversified ranking on graphs from the influence maximization viewpoint},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {237--243},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058079},
doi = {10.1109/DSAA.2014.7058079},
timestamp = {Fri, 02 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/KuoC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/LiaoHSJ14,
author = {Chang Liao and
Yinfei Huang and
Xibin Shi and
Xin Jin},
title = {Mining influence in evolving entities: {A} study on stock market},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {244--250},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058080},
doi = {10.1109/DSAA.2014.7058080},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/LiaoHSJ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/LinHHCCWLW14,
author = {Yun{-}Te Lin and
Yung{-}Hsiang Huang and
Yi{-}Hao Hsiao and
Yu{-}Jung Cheng and
Jih{-}Sheng Chang and
Sheng{-}Wen Wang and
Fang{-}Pang Lin and
Chung{-}Ming Wang},
title = {An implementation of the efficient huge amount of pseudo-random unique
numbers generator and the acceleration analysis of parallelization},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {600--606},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058133},
doi = {10.1109/DSAA.2014.7058133},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/LinHHCCWLW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/LongW14,
author = {Fei Long and
Xingjun Wang},
title = {A new pre-pushing VoD scheme in hierarchical network environment},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {196--202},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058073},
doi = {10.1109/DSAA.2014.7058073},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/LongW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/LuWY14,
author = {Jun{-}Li Lu and
Ling{-}Yin Wei and
Mi{-}Yen Yeh},
title = {Influence maximization in a social network in the presence of multiple
influences and acceptances},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {230--236},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058078},
doi = {10.1109/DSAA.2014.7058078},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/LuWY14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/LuoLA14,
author = {Yan Luo and
Charles X. Ling and
Shuang Ao},
title = {Mobile-based food classification for Type-2 Diabetes using nutrient
and textual features},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {563--569},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058127},
doi = {10.1109/DSAA.2014.7058127},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/LuoLA14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/LuoLGY14,
author = {Jiangtao Luo and
Yan Liang and
Wei Gao and
Junchao Yang},
title = {Hadoop based Deep Packet Inspection system for traffic analysis of
e-business websites},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {361--366},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058097},
doi = {10.1109/DSAA.2014.7058097},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/LuoLGY14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/MallickSBR14,
author = {Pranjal Mallick and
Vikash Kumar Sharma and
Parikshit Bhinde and
Mutha Mandapati Reddy},
title = {Account level demand estimation and intelligence framework},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {191--195},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058072},
doi = {10.1109/DSAA.2014.7058072},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/MallickSBR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/Melucci14,
author = {Massimo Melucci},
title = {Investigating sample selection bias in the relevance feedback algorithm
of the vector space model for Information Retrieval},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {83--89},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058056},
doi = {10.1109/DSAA.2014.7058056},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/Melucci14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/MengS14,
author = {Xiangfu Meng and
Jingyu Shao},
title = {Finding top-k semantically related terms from relational keyword search},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {505--511},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058119},
doi = {10.1109/DSAA.2014.7058119},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/MengS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/MinnFD14,
author = {Sein Minn and
Shunkai Fu and
Michel C. Desmarais},
title = {Efficient learning of general Bayesian network Classifier by Local
and Adaptive Search},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {385--391},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058101},
doi = {10.1109/DSAA.2014.7058101},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/MinnFD14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/MirisaeeGT14,
author = {Seyed Hamid Mirisaee and
{\'{E}}ric Gaussier and
Alexandre Termier},
title = {Itemset approximation using Constrained Binary Matrix Factorization},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {39--45},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058049},
doi = {10.1109/DSAA.2014.7058049},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/MirisaeeGT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/MohsenKJD14,
author = {Hussein Mohsen and
Hasan Kurban and
Mark Jenne and
Mehmet M. Dalkilic},
title = {A new set of Random Forests with varying dynamic data reduction and
voting techniques},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {399--405},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058103},
doi = {10.1109/DSAA.2014.7058103},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/MohsenKJD14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/MoonC14,
author = {Seungwhan Moon and
Jaime G. Carbonell},
title = {Proactive learning with multiple class-sensitive labelers},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {32--38},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058048},
doi = {10.1109/DSAA.2014.7058048},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/MoonC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/MotaFB14,
author = {Gabriel Mota and
Joana Fernandes and
Orlando Belo},
title = {Usage signatures analysis an alternative method for preventing fraud
in E-Commerce applications},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {203--208},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058074},
doi = {10.1109/DSAA.2014.7058074},
timestamp = {Fri, 02 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/MotaFB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/NguyenLCVP14,
author = {Thanh{-}Binh Nguyen and
Wei Luo and
Terry Caelli and
Svetha Venkatesh and
Dinh Q. Phung},
title = {Individualized arrhythmia detection with {ECG} signals from wearable
devices},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {570--576},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058128},
doi = {10.1109/DSAA.2014.7058128},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/NguyenLCVP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/NjooPHP14,
author = {Gunarto Sindoro Njoo and
Yu{-}Hsiang Peng and
Kuo{-}Wei Hsu and
Wen{-}Chih Peng},
title = {On selecting feature-value pairs on smart phones for activity inferences},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {319--325},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058091},
doi = {10.1109/DSAA.2014.7058091},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/NjooPHP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/OhLLY14,
author = {Sooyoung Oh and
Zhen Lei and
Wang{-}Chien Lee and
John Yen},
title = {Recommending missing citations for newly granted patents},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {442--448},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058110},
doi = {10.1109/DSAA.2014.7058110},
timestamp = {Tue, 12 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/OhLLY14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/PaoliniB14,
author = {Paolo Paolini and
Nicoletta Di Blas},
title = {Exploratory portals: The need for a new generation},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {581--586},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058130},
doi = {10.1109/DSAA.2014.7058130},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/PaoliniB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/PasiF14,
author = {Gabriella Pasi and
Romano Fantacci},
title = {Generating, communicating, accessing and analyzing data in a context-aware
perspective},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {613--617},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058135},
doi = {10.1109/DSAA.2014.7058135},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/PasiF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/RaniPS14,
author = {Pratibha Rani and
Vikram Pudi and
Dipti Misra Sharma},
title = {A semisupervised associative classification method for {POS} tagging},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {156--162},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058067},
doi = {10.1109/DSAA.2014.7058067},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/RaniPS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/RidiGH14,
author = {Antonio Ridi and
Christophe Gisler and
Jean Hennebert},
title = {Appliance and state recognition using Hidden Markov Models},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {270--276},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058084},
doi = {10.1109/DSAA.2014.7058084},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/RidiGH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/RinzivilloGNPPG14,
author = {Salvatore Rinzivillo and
Lorenzo Gabrielli and
Mirco Nanni and
Luca Pappalardo and
Dino Pedreschi and
Fosca Giannotti},
title = {The purpose of motion: Learning activities from Individual Mobility
Networks},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {312--318},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058090},
doi = {10.1109/DSAA.2014.7058090},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/RinzivilloGNPPG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/Rougemont14,
author = {Michel de Rougemont},
title = {StatsReduce in the cloud for approximate Analytics},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {593--599},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058132},
doi = {10.1109/DSAA.2014.7058132},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/Rougemont14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/SS14,
author = {Sowmya Kamath S. and
Ananthanarayana V. S.},
title = {Similarity analysis of service descriptions for efficient Web service
discovery},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {142--148},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058065},
doi = {10.1109/DSAA.2014.7058065},
timestamp = {Thu, 15 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/SS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/SaravananTAM14,
author = {M. Saravanan and
A. M. Thoufeeq and
S. Akshaya and
V. L. Jayasre Manchari},
title = {Exploring new privacy approaches in a scalable classification framework},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {209--215},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058075},
doi = {10.1109/DSAA.2014.7058075},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/SaravananTAM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ShaoJJ14,
author = {Min Shao and
Xiaofang Jin and
Libiao Jin},
title = {An improved dynamic adaptive multi-tree search anti-collision algorithm
based on {RFID}},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {72--75},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058054},
doi = {10.1109/DSAA.2014.7058054},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/ShaoJJ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/SinghRB14,
author = {Kalpana Singh and
Jia Rong and
Lynn Margaret Batten},
title = {Sharing sensitive medical data sets for research purposes - {A} case
study},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {555--562},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058126},
doi = {10.1109/DSAA.2014.7058126},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/SinghRB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/SpyropoulouB14,
author = {Eirini Spyropoulou and
Tijl De Bie},
title = {Mining approximate multi-relational patterns},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {477--483},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058115},
doi = {10.1109/DSAA.2014.7058115},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/SpyropoulouB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/SunLLL14,
author = {Li Sun and
Sheng Li and
Jiyun Li and
JuTao Lv},
title = {A novel context-based implicit feature extracting method},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {420--424},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058106},
doi = {10.1109/DSAA.2014.7058106},
timestamp = {Mon, 08 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/SunLLL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/TangYL14,
author = {Wan{-}Hsin Tang and
Mi{-}Yen Yeh and
Anthony J. T. Lee},
title = {Information diffusion among users on Facebook fan pages over time:
Its impact on movie box office},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {340--346},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058094},
doi = {10.1109/DSAA.2014.7058094},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/TangYL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/TriaLT14,
author = {Francesco Di Tria and
Ezio Lefons and
Filippo Tangorra},
title = {Design process for Big Data Warehouses},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {512--518},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058120},
doi = {10.1109/DSAA.2014.7058120},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/TriaLT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/TrinathSR14,
author = {A. V. Trinath and
P. Gowtham Srinivas and
P. Krishna Reddy},
title = {Content specific coverage patterns for banner advertisement placement},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {263--269},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058083},
doi = {10.1109/DSAA.2014.7058083},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/TrinathSR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/Wang14,
author = {Qinna Wang},
title = {Link prediction and threads in email networks},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {470--476},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058114},
doi = {10.1109/DSAA.2014.7058114},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/Wang14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/WangLL14,
author = {Xiaofeng Wang and
Gongshen Liu and
Jianhua Li},
title = {A detecting community method in complex networks with fuzzy clustering},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {484--490},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058116},
doi = {10.1109/DSAA.2014.7058116},
timestamp = {Sun, 03 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/WangLL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/WangLLZK14,
author = {Shuting Wang and
Wang{-}Chien Lee and
Zhen Lei and
Xianliang Zhang and
Yu{-}Hsuan Kuo},
title = {Exploring technological trends for patent evaluation},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {277--283},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058085},
doi = {10.1109/DSAA.2014.7058085},
timestamp = {Tue, 12 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/WangLLZK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/WangYCG14,
author = {Zhitao Wang and
Zhiwen Yu and
Liming Chen and
Bin Guo},
title = {Sentiment detection and visualization of Chinese micro-blog},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {251--257},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058081},
doi = {10.1109/DSAA.2014.7058081},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/WangYCG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/WangZ14,
author = {Danqin Wang and
Xiaolong Zhang},
title = {Mobile user stability prediction with Random Forest model},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {430--434},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058108},
doi = {10.1109/DSAA.2014.7058108},
timestamp = {Wed, 21 Feb 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/WangZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/XieWL14,
author = {Heng Xie and
Mei Wang and
Jiajin Le},
title = {A data reusing strategy based on hive},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {367--373},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058098},
doi = {10.1109/DSAA.2014.7058098},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/XieWL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/XieY14,
author = {Yan Xie and
Philip S. Yu},
title = {Storage efficient graph search by composite dynamic-and-static indexing
of a single network},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {59--65},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058052},
doi = {10.1109/DSAA.2014.7058052},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/XieY14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/Yang0ZRCB14,
author = {Haichuan Yang and
Xiao Bai and
Jun Zhou and
Peng Ren and
Jian Cheng and
Lu Bai},
title = {Semi-randomized hashing for large scale data retrieval},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {53--58},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058051},
doi = {10.1109/DSAA.2014.7058051},
timestamp = {Wed, 08 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/Yang0ZRCB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/YangK14,
author = {Zong{-}Hua Yang and
Hung{-}Yu Kao},
title = {User preference space partition and product filters for reverse top-k
queries},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {498--504},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058118},
doi = {10.1109/DSAA.2014.7058118},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/YangK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/YeSS14,
author = {Shiwei Ye and
Yuan Sun and
Yi Sun},
title = {Matrix completion based on feature vector and function approximation},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {104--109},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058059},
doi = {10.1109/DSAA.2014.7058059},
timestamp = {Mon, 15 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/YeSS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/YehKCL14,
author = {Jung{-}Jung Yeh and
Tsung{-}Ting Kuo and
William Chen and
Shou{-}De Lin},
title = {Minimizing expected loss for risk-avoiding reinforcement learning},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {11--17},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058045},
doi = {10.1109/DSAA.2014.7058045},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/YehKCL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/YinZZJ14,
author = {Hang Yin and
Chunhong Zhang and
Yunkai Zhu and
Yang Ji},
title = {Representing sentence with unfolding recursive autoencoders and dynamic
average pooling},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {413--419},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058105},
doi = {10.1109/DSAA.2014.7058105},
timestamp = {Fri, 14 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/YinZZJ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/YuKMGGCKK014,
author = {Philip S. Yu and
Masaru Kitsuregawa and
Hiroshi Motoda and
Bart Goethals and
Minyi Guo and
Longbing Cao and
George Karypis and
Irwin King and
Wei Wang},
title = {Welcome from {DSAA} 2014 chairs},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {9--10},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058034},
doi = {10.1109/DSAA.2014.7058034},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/YuKMGGCKK014.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/YuT14,
author = {Da{-}Cheng Yu and
Wei{-}Guang Teng},
title = {Indexing and retrieval of human motion data based on a growing self-organizing
map},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {66--71},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058053},
doi = {10.1109/DSAA.2014.7058053},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/YuT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/YusufogluAG14,
author = {Elif Ezgi Yusufoglu and
Murat Ayyildiz and
Ensar Gul},
title = {Neural network-based approaches for predicting query response times},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {491--497},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058117},
doi = {10.1109/DSAA.2014.7058117},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/YusufogluAG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ZengCC14,
author = {Wenrong Zeng and
Xue{-}wen Chen and
Hong Cheng},
title = {Pseudo labels for imbalanced multi-label learning},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {25--31},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058047},
doi = {10.1109/DSAA.2014.7058047},
timestamp = {Fri, 02 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/ZengCC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ZhangLXTS14,
author = {Libiao Zhang and
Yuefeng Li and
Yue Xu and
Dian Tjondronegoro and
Chao Sun},
title = {Centroid Training to achieve effective text classification},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {406--412},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058104},
doi = {10.1109/DSAA.2014.7058104},
timestamp = {Wed, 30 Oct 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/ZhangLXTS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ZhangTT14,
author = {Zheng Zhang and
Liang Tang and
Ping Tang},
title = {Local feature based dynamic time warping},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {425--429},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058107},
doi = {10.1109/DSAA.2014.7058107},
timestamp = {Mon, 12 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/ZhangTT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ZhaoDY14,
author = {Juan Zhao and
Kejun Dong and
Jianjun Yu},
title = {Recommending funding collaborators with scholar social networks},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {122--127},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058062},
doi = {10.1109/DSAA.2014.7058062},
timestamp = {Tue, 08 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/ZhaoDY14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ZhengJ14,
author = {Kai Zheng and
Weihua Jiang},
title = {A token authentication solution for hadoop based on kerberos pre-authentication},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {354--360},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058096},
doi = {10.1109/DSAA.2014.7058096},
timestamp = {Thu, 20 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/ZhengJ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ZhengZZY14,
author = {Jianxing Zheng and
Bofeng Zhang and
Guobing Zou and
Xiaodong Yue},
title = {Diversification recommendation of popular articles in micro-blog scenario},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {456--462},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058112},
doi = {10.1109/DSAA.2014.7058112},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/ZhengZZY14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ZhouW14,
author = {Dequan Zhou and
Xin Wang},
title = {Probabilistic Category-based Location Recommendation Utilizing Temporal
Influence and Geographical Influence},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {115--121},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058061},
doi = {10.1109/DSAA.2014.7058061},
timestamp = {Wed, 02 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/ZhouW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ZhuA14,
author = {Weizhong Zhu and
Robert B. Allen},
title = {Active learning for text classification: Using the {LSI} Subspace
Signature Model},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {149--155},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058066},
doi = {10.1109/DSAA.2014.7058066},
timestamp = {Thu, 15 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/ZhuA14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ZhuPC14,
author = {Wen{-}Yuan Zhu and
Wen{-}Chih Peng and
Ling{-}Jyh Chen},
title = {Exploiting mobility for location promotion in location-based social
networks},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {76--82},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058055},
doi = {10.1109/DSAA.2014.7058055},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/ZhuPC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/dsaa/2014,
title = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
publisher = {{IEEE}},
year = {2014},
url = {https://ieeexplore.ieee.org/xpl/conhome/7050498/proceeding},
isbn = {978-1-4799-6991-3},
timestamp = {Wed, 16 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/2014.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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