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ORCIDBibTeX records: Ira Assent
@article{DBLP:journals/iotj/HurstLAZ23,
author = {Aaron Hurst and
Daniel E. Lucani and
Ira Assent and
Qi Zhang},
title = {{GLEAN:} Generalized-Deduplication-Enabled Approximate Edge Analytics},
journal = {{IEEE} Internet Things J.},
volume = {10},
number = {5},
pages = {4006--4020},
year = {2023},
url = {https://doi.org/10.1109/JIOT.2022.3166455},
doi = {10.1109/JIOT.2022.3166455},
timestamp = {Tue, 31 Oct 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/iotj/HurstLAZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/MoradanDMA23,
author = {Atefeh Moradan and
Andrew Draganov and
Davide Mottin and
Ira Assent},
title = {UCoDe: unified community detection with graph convolutional networks},
journal = {Mach. Learn.},
volume = {112},
number = {12},
pages = {5057--5080},
year = {2023},
url = {https://doi.org/10.1007/s10994-023-06402-0},
doi = {10.1007/S10994-023-06402-0},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/MoradanDMA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/TommaselA23,
author = {Antonela Tommasel and
Ira Assent},
editor = {Jingrui He and
Themis Palpanas and
Xiaohua Hu and
Alfredo Cuzzocrea and
Dejing Dou and
Dominik Slezak and
Wei Wang and
Aleksandra Gruca and
Jerry Chun{-}Wei Lin and
Rakesh Agrawal},
title = {Recommendation fairness and where to find it: An empirical study on
fairness of user recommender systems},
booktitle = {{IEEE} International Conference on Big Data, BigData 2023, Sorrento,
Italy, December 15-18, 2023},
pages = {4195--4204},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/BigData59044.2023.10386616},
doi = {10.1109/BIGDATA59044.2023.10386616},
timestamp = {Fri, 02 Feb 2024 12:00:39 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/TommaselA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/JorgensenA23,
author = {Jakob R{\o}dsgaard J{\o}rgensen and
Ira Assent},
editor = {Julia Stoyanovich and
Jens Teubner and
Nikos Mamoulis and
Evaggelia Pitoura and
Jan M{\"{u}}hlig and
Katja Hose and
Sourav S. Bhowmick and
Matteo Lissandrini},
title = {EGG-SynC: Exact GPU-parallelized Grid-based Clustering by Synchronization},
booktitle = {Proceedings 26th International Conference on Extending Database Technology,
{EDBT} 2023, Ioannina, Greece, March 28-31, 2023},
pages = {195--207},
publisher = {OpenProceedings.org},
year = {2023},
url = {https://doi.org/10.48786/edbt.2023.16},
doi = {10.48786/EDBT.2023.16},
timestamp = {Sat, 29 Apr 2023 13:06:22 +0200},
biburl = {https://dblp.org/rec/conf/edbt/JorgensenA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/PauliDA23,
author = {Amalie Brogaard Pauli and
Leon Derczynski and
Ira Assent},
editor = {Houda Bouamor and
Juan Pino and
Kalika Bali},
title = {Anchoring Fine-tuning of Sentence Transformer with Semantic Label
Information for Efficient Truly Few-shot Classification},
booktitle = {Proceedings of the 2023 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2023, Singapore, December 6-10, 2023},
pages = {11254--11264},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.emnlp-main.692},
doi = {10.18653/V1/2023.EMNLP-MAIN.692},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/PauliDA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/QuerciaMSA23,
author = {Alessio Quercia and
Abigail Morrison and
Hanno Scharr and
Ira Assent},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {{SGD} Biased towards Early Important Samples for Efficient Training},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1289--1294},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00163},
doi = {10.1109/ICDM58522.2023.00163},
timestamp = {Tue, 13 Feb 2024 11:46:18 +0100},
biburl = {https://dblp.org/rec/conf/icdm/QuerciaMSA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/DraganovJSMABA23,
author = {Andrew Draganov and
Jakob R{\o}dsgaard J{\o}rgensen and
Katrine Scheel and
Davide Mottin and
Ira Assent and
Tyrus Berry and
{\c{C}}igdem Aslay},
title = {ActUp: Analyzing and Consolidating tSNE and {UMAP}},
booktitle = {Proceedings of the Thirty-Second International Joint Conference on
Artificial Intelligence, {IJCAI} 2023, 19th-25th August 2023, Macao,
SAR, China},
pages = {3651--3658},
publisher = {ijcai.org},
year = {2023},
url = {https://doi.org/10.24963/ijcai.2023/406},
doi = {10.24963/IJCAI.2023/406},
timestamp = {Mon, 28 Aug 2023 17:23:07 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/DraganovJSMABA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/0001DHJFA23,
author = {Anna Beer and
Andrew Draganov and
Ellen Hohma and
Philipp Jahn and
Christian M. M. Frey and
Ira Assent},
editor = {Ambuj K. Singh and
Yizhou Sun and
Leman Akoglu and
Dimitrios Gunopulos and
Xifeng Yan and
Ravi Kumar and
Fatma Ozcan and
Jieping Ye},
title = {Connecting the Dots - Density-Connectivity Distance unifies DBSCAN,
k-Center and Spectral Clustering},
booktitle = {Proceedings of the 29th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2023, Long Beach, CA, USA, August 6-10, 2023},
pages = {80--92},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599283},
doi = {10.1145/3580305.3599283},
timestamp = {Thu, 12 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/0001DHJFA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/TommaselPA23,
author = {Antonela Tommasel and
Rafael Pablos{-}Sarabia and
Ira Assent},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Re2Dan: Retrieval of Medical Documents for e-Health in Danish},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {1208--1211},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3610655},
doi = {10.1145/3604915.3610655},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/TommaselPA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/semeval/PauliSDA23,
author = {Amalie Brogaard Pauli and
Rafael Pablos{-}Sarabia and
Leon Derczynski and
Ira Assent},
editor = {Atul Kr. Ojha and
A. Seza Dogru{\"{o}}z and
Giovanni Da San Martino and
Harish Tayyar Madabushi and
Ritesh Kumar and
Elisa Sartori},
title = {TeamAmpa at SemEval-2023 Task 3: Exploring Multilabel and Multilingual
RoBERTa Models for Persuasion and Framing Detection},
booktitle = {Proceedings of the The 17th International Workshop on Semantic Evaluation,
SemEval@ACL 2023, Toronto, Canada, 13-14 July 2023},
pages = {847--855},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.semeval-1.117},
doi = {10.18653/V1/2023.SEMEVAL-1.117},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/semeval/PauliSDA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/semeval/CepedaPA23,
author = {Ignacio Talavera Cepeda and
Amalie Brogaard Pauli and
Ira Assent},
editor = {Atul Kr. Ojha and
A. Seza Dogru{\"{o}}z and
Giovanni Da San Martino and
Harish Tayyar Madabushi and
Ritesh Kumar and
Elisa Sartori},
title = {Sren Kierkegaard at SemEval-2023 Task 4: Label-aware text classification
using Natural Language Inference},
booktitle = {Proceedings of the The 17th International Workshop on Semantic Evaluation,
SemEval@ACL 2023, Toronto, Canada, 13-14 July 2023},
pages = {1871--1877},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.semeval-1.258},
doi = {10.18653/V1/2023.SEMEVAL-1.258},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/semeval/CepedaPA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-07320,
author = {Andrew Draganov and
Jakob R{\o}dsgaard J{\o}rgensen and
Katrine Scheel Nellemann and
Davide Mottin and
Ira Assent and
Tyrus Berry and
{\c{C}}igdem Aslay},
title = {ActUp: Analyzing and Consolidating tSNE and {UMAP}},
journal = {CoRR},
volume = {abs/2305.07320},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.07320},
doi = {10.48550/ARXIV.2305.07320},
eprinttype = {arXiv},
eprint = {2305.07320},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-07320.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-18398,
author = {Rafael Pablos{-}Sarabia and
Joachim Nyborg and
Morten Birk and
Ira Assent},
title = {RainAI - Precipitation Nowcasting from Satellite Data},
journal = {CoRR},
volume = {abs/2311.18398},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.18398},
doi = {10.48550/ARXIV.2311.18398},
eprinttype = {arXiv},
eprint = {2311.18398},
timestamp = {Tue, 05 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-18398.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/MaiJASTAN22,
author = {Son T. Mai and
Jon Jacobsen and
Sihem Amer{-}Yahia and
Ivor T. A. Spence and
Nhat{-}Phuong Tran and
Ira Assent and
Quoc Viet Hung Nguyen},
title = {Incremental Density-Based Clustering on Multicore Processors},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {44},
number = {3},
pages = {1338--1356},
year = {2022},
url = {https://doi.org/10.1109/TPAMI.2020.3023125},
doi = {10.1109/TPAMI.2020.3023125},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/MaiJASTAN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/NyborgPA22,
author = {Joachim Nyborg and
Charlotte Pelletier and
Ira Assent},
title = {Generalized Classification of Satellite Image Time Series with Thermal
Positional Encoding},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition Workshops,
{CVPR} Workshops 2022, New Orleans, LA, USA, June 19-20, 2022},
pages = {1391--1401},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CVPRW56347.2022.00145},
doi = {10.1109/CVPRW56347.2022.00145},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/NyborgPA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/JorgensenAS22,
author = {Jakob R{\o}dsgaard J{\o}rgensen and
Ira Assent and
Hans{-}J{\"{o}}rg Schulz},
editor = {Julia Stoyanovich and
Jens Teubner and
Paolo Guagliardo and
Milos Nikolic and
Andreas Pieris and
Jan M{\"{u}}hlig and
Fatma {\"{O}}zcan and
Sebastian Schelter and
H. V. Jagadish and
Meihui Zhang},
title = {{AVID:} GPU-enabled Visual Analytics with {GPU-FAST-PROCLUS}},
booktitle = {Proceedings of the 25th International Conference on Extending Database
Technology, {EDBT} 2022, Edinburgh, UK, March 29 - April 1, 2022},
pages = {2:562--2:565},
publisher = {OpenProceedings.org},
year = {2022},
url = {https://doi.org/10.48786/edbt.2022.51},
doi = {10.48786/EDBT.2022.51},
timestamp = {Tue, 11 Oct 2022 14:23:40 +0200},
biburl = {https://dblp.org/rec/conf/edbt/JorgensenAS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/JorgensenSAPE22,
author = {Jakob R{\o}dsgaard J{\o}rgensen and
Katrine Scheel and
Ira Assent and
Ajeet Ram Pathak and
Anne C. Elster},
editor = {Julia Stoyanovich and
Jens Teubner and
Paolo Guagliardo and
Milos Nikolic and
Andreas Pieris and
Jan M{\"{u}}hlig and
Fatma {\"{O}}zcan and
Sebastian Schelter and
H. V. Jagadish and
Meihui Zhang},
title = {{GPU-FAST-PROCLUS:} {A} Fast GPU-parallelized Approach to Projected
Clustering},
booktitle = {Proceedings of the 25th International Conference on Extending Database
Technology, {EDBT} 2022, Edinburgh, UK, March 29 - April 1, 2022},
pages = {2:196--2:206},
publisher = {OpenProceedings.org},
year = {2022},
url = {https://doi.org/10.48786/edbt.2022.09},
doi = {10.48786/EDBT.2022.09},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edbt/JorgensenSAPE22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fat/BilstrupKAEP22,
author = {Karl{-}Emil Kj{\ae}r Bilstrup and
Magnus H{\o}holt Kaspersen and
Ira Assent and
Simon Enni and
Marianne Graves Petersen},
title = {From Demo to Design in Teaching Machine Learning},
booktitle = {FAccT '22: 2022 {ACM} Conference on Fairness, Accountability, and
Transparency, Seoul, Republic of Korea, June 21 - 24, 2022},
pages = {2168--2178},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3531146.3534634},
doi = {10.1145/3531146.3534634},
timestamp = {Tue, 03 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/fat/BilstrupKAEP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-09175,
author = {Joachim Nyborg and
Charlotte Pelletier and
Ira Assent},
title = {Generalized Classification of Satellite Image Time Series with Thermal
Positional Encoding},
journal = {CoRR},
volume = {abs/2203.09175},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.09175},
doi = {10.48550/ARXIV.2203.09175},
eprinttype = {arXiv},
eprint = {2203.09175},
timestamp = {Mon, 28 Mar 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-09175.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-09689,
author = {Andrew Draganov and
Tyrus Berry and
Jakob R{\o}dsgaard J{\o}rgensen and
Katrine Scheel Nellemann and
Ira Assent and
Davide Mottin},
title = {GiDR-DUN; Gradient Dimensionality Reduction - Differences and Unification},
journal = {CoRR},
volume = {abs/2206.09689},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.09689},
doi = {10.48550/ARXIV.2206.09689},
eprinttype = {arXiv},
eprint = {2206.09689},
timestamp = {Mon, 27 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-09689.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isf/TruicaADA21,
author = {Ciprian{-}Octavian Truica and
Elena Simona Apostol and
J{\'{e}}r{\^{o}}me Darmont and
Ira Assent},
title = {TextBenDS: a Generic Textual Data Benchmark for Distributed Systems},
journal = {Inf. Syst. Frontiers},
volume = {23},
number = {1},
pages = {81--100},
year = {2021},
url = {https://doi.org/10.1007/s10796-020-09999-y},
doi = {10.1007/S10796-020-09999-Y},
timestamp = {Fri, 19 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isf/TruicaADA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/NyborgA21,
author = {Joachim Nyborg and
Ira Assent},
editor = {Yixin Chen and
Heiko Ludwig and
Yicheng Tu and
Usama M. Fayyad and
Xingquan Zhu and
Xiaohua Hu and
Suren Byna and
Xiong Liu and
Jianping Zhang and
Shirui Pan and
Vagelis Papalexakis and
Jianwu Wang and
Alfredo Cuzzocrea and
Carlos Ordonez},
title = {Weakly-Supervised Cloud Detection with Fixed-Point GANs},
booktitle = {2021 {IEEE} International Conference on Big Data (Big Data), Orlando,
FL, USA, December 15-18, 2021},
pages = {4191--4198},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/BigData52589.2021.9671405},
doi = {10.1109/BIGDATA52589.2021.9671405},
timestamp = {Fri, 13 Jan 2023 17:06:49 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/NyborgA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bmvc/HvilshojIA21,
author = {Frederik Hvilsh{\o}j and
Alexandros Iosifidis and
Ira Assent},
title = {{ECINN:} Efficient Counterfactuals from Invertible Neural Networks},
booktitle = {32nd British Machine Vision Conference 2021, {BMVC} 2021, Online,
November 22-25, 2021},
pages = {43},
publisher = {{BMVA} Press},
year = {2021},
url = {https://www.bmvc2021-virtualconference.com/assets/papers/0570.pdf},
timestamp = {Wed, 22 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bmvc/HvilshojIA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eacl/ToftrupSCA21,
author = {Mads Toftrup and
S{\o}ren Asger S{\o}rensen and
Manuel R. Ciosici and
Ira Assent},
editor = {Ionut{-}Teodor Sorodoc and
Madhumita Sushil and
Ece Takmaz and
Eneko Agirre},
title = {A reproduction of Apple's bi-directional {LSTM} models for language
identification in short strings},
booktitle = {Proceedings of the 16th Conference of the European Chapter of the
Association for Computational Linguistics: Student Research Workshop,
{EACL} 2021, Online, April 19-23, 2021},
pages = {36--42},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.eacl-srw.6},
doi = {10.18653/V1/2021.EACL-SRW.6},
timestamp = {Sun, 17 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/eacl/ToftrupSCA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/JorgensenSA21,
author = {Jakob R{\o}dsgaard J{\o}rgensen and
Katrine Scheel and
Ira Assent},
editor = {Yannis Velegrakis and
Demetris Zeinalipour{-}Yazti and
Panos K. Chrysanthis and
Francesco Guerra},
title = {{GPU-INSCY:} {A} GPU-Parallel Algorithm and Tree Structure for Efficient
Density-based Subspace Clustering},
booktitle = {Proceedings of the 24th International Conference on Extending Database
Technology, {EDBT} 2021, Nicosia, Cyprus, March 23 - 26, 2021},
pages = {25--36},
publisher = {OpenProceedings.org},
year = {2021},
url = {https://doi.org/10.5441/002/edbt.2021.04},
doi = {10.5441/002/EDBT.2021.04},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edbt/JorgensenSA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/globecom/Hurst0LA21,
author = {Aaron Hurst and
Qi Zhang and
Daniel E. Lucani and
Ira Assent},
title = {Direct Analytics of Generalized Deduplication Compressed IoT Data},
booktitle = {{IEEE} Global Communications Conference, {GLOBECOM} 2021, Madrid,
Spain, December 7-11, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/GLOBECOM46510.2021.9685589},
doi = {10.1109/GLOBECOM46510.2021.9685589},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/globecom/Hurst0LA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-06282,
author = {Mads Toftrup and
S{\o}ren Asger S{\o}rensen and
Manuel R. Ciosici and
Ira Assent},
title = {A reproduction of Apple's bi-directional {LSTM} models for language
identification in short strings},
journal = {CoRR},
volume = {abs/2102.06282},
year = {2021},
url = {https://arxiv.org/abs/2102.06282},
eprinttype = {arXiv},
eprint = {2102.06282},
timestamp = {Thu, 18 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-06282.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-13701,
author = {Frederik Hvilsh{\o}j and
Alexandros Iosifidis and
Ira Assent},
title = {{ECINN:} Efficient Counterfactuals from Invertible Neural Networks},
journal = {CoRR},
volume = {abs/2103.13701},
year = {2021},
url = {https://arxiv.org/abs/2103.13701},
eprinttype = {arXiv},
eprint = {2103.13701},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-13701.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-00687,
author = {Simon Enni and
Ira Assent},
title = {Learning by Design: Structuring and Documenting the Human Choices
in Machine Learning Development},
journal = {CoRR},
volume = {abs/2105.00687},
year = {2021},
url = {https://arxiv.org/abs/2105.00687},
eprinttype = {arXiv},
eprint = {2105.00687},
timestamp = {Wed, 12 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-00687.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-05689,
author = {Ciprian{-}Octavian Truica and
Elena Apostol and
J{\'{e}}r{\^{o}}me Darmont and
Ira Assent},
title = {TextBenDS: a generic Textual data Benchmark for Distributed Systems},
journal = {CoRR},
volume = {abs/2108.05689},
year = {2021},
url = {https://arxiv.org/abs/2108.05689},
eprinttype = {arXiv},
eprint = {2108.05689},
timestamp = {Wed, 18 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-05689.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-00177,
author = {Frederik Hvilsh{\o}j and
Alexandros Iosifidis and
Ira Assent},
title = {On Quantitative Evaluations of Counterfactuals},
journal = {CoRR},
volume = {abs/2111.00177},
year = {2021},
url = {https://arxiv.org/abs/2111.00177},
eprinttype = {arXiv},
eprint = {2111.00177},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-00177.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-02682,
author = {Joachim Nyborg and
Charlotte Pelletier and
S{\'{e}}bastien Lef{\`{e}}vre and
Ira Assent},
title = {TimeMatch: Unsupervised Cross-Region Adaptation by Temporal Shift
Estimation},
journal = {CoRR},
volume = {abs/2111.02682},
year = {2021},
url = {https://arxiv.org/abs/2111.02682},
eprinttype = {arXiv},
eprint = {2111.02682},
timestamp = {Fri, 05 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-02682.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-11879,
author = {Joachim Nyborg and
Ira Assent},
title = {Weakly-Supervised Cloud Detection with Fixed-Point GANs},
journal = {CoRR},
volume = {abs/2111.11879},
year = {2021},
url = {https://arxiv.org/abs/2111.11879},
eprinttype = {arXiv},
eprint = {2111.11879},
timestamp = {Fri, 26 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-11879.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-14822,
author = {Atefeh Moradan and
Andrew Draganov and
Davide Mottin and
Ira Assent},
title = {UCoDe: Unified Community Detection with Graph Convolutional Networks},
journal = {CoRR},
volume = {abs/2112.14822},
year = {2021},
url = {https://arxiv.org/abs/2112.14822},
eprinttype = {arXiv},
eprint = {2112.14822},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-14822.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/AssentDGH20,
author = {Ira Assent and
Carlotta Domeniconi and
Aristides Gionis and
Eyke H{\"{u}}llermeier},
title = {Introduction to the special issue of the {ECML} {PKDD} 2020 journal
track},
journal = {Data Min. Knowl. Discov.},
volume = {34},
number = {5},
pages = {1235--1236},
year = {2020},
url = {https://doi.org/10.1007/s10618-020-00713-9},
doi = {10.1007/S10618-020-00713-9},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/AssentDGH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/AssentDGH20,
author = {Ira Assent and
Carlotta Domeniconi and
Aristides Gionis and
Eyke H{\"{u}}llermeier},
title = {Introduction to the special issue of the {ECML} {PKDD} 2020 journal
track},
journal = {Mach. Learn.},
volume = {109},
number = {9-10},
pages = {1697--1698},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05907-2},
doi = {10.1007/S10994-020-05907-2},
timestamp = {Thu, 12 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/AssentDGH20.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/eval4nlp/AndersenBSCA20,
author = {Jesper Brink Andersen and
Mikkel Bak Bertelsen and
Mikkel H{\o}rby Schou and
Manuel R. Ciosici and
Ira Assent},
editor = {Steffen Eger and
Yang Gao and
Maxime Peyrard and
Wei Zhao and
Eduard H. Hovy},
title = {One of these words is not like the other: a reproduction of outlier
identification using non-contextual word representations},
booktitle = {Proceedings of the First Workshop on Evaluation and Comparison of
{NLP} Systems, Eval4NLP 2020, Online, November 20, 2020},
pages = {120--130},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.eval4nlp-1.12},
doi = {10.18653/V1/2020.EVAL4NLP-1.12},
timestamp = {Tue, 16 Apr 2024 16:43:29 +0200},
biburl = {https://dblp.org/rec/conf/eval4nlp/AndersenBSCA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lrec/NeerbekEDA20,
author = {Jan Neerbek and
Morten Eskildsen and
Peter Dolog and
Ira Assent},
editor = {Nicoletta Calzolari and
Fr{\'{e}}d{\'{e}}ric B{\'{e}}chet and
Philippe Blache and
Khalid Choukri and
Christopher Cieri and
Thierry Declerck and
Sara Goggi and
Hitoshi Isahara and
Bente Maegaard and
Joseph Mariani and
H{\'{e}}l{\`{e}}ne Mazo and
Asunci{\'{o}}n Moreno and
Jan Odijk and
Stelios Piperidis},
title = {A Real-World Data Resource of Complex Sensitive Sentences Based on
Documents from the Monsanto Trial},
booktitle = {Proceedings of The 12th Language Resources and Evaluation Conference,
{LREC} 2020, Marseille, France, May 11-16, 2020},
pages = {1258--1267},
publisher = {European Language Resources Association},
year = {2020},
url = {https://aclanthology.org/2020.lrec-1.158/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/lrec/NeerbekEDA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lrec/CiosiciAD20,
author = {Manuel R. Ciosici and
Ira Assent and
Leon Derczynski},
editor = {Nicoletta Calzolari and
Fr{\'{e}}d{\'{e}}ric B{\'{e}}chet and
Philippe Blache and
Khalid Choukri and
Christopher Cieri and
Thierry Declerck and
Sara Goggi and
Hitoshi Isahara and
Bente Maegaard and
Joseph Mariani and
H{\'{e}}l{\`{e}}ne Mazo and
Asunci{\'{o}}n Moreno and
Jan Odijk and
Stelios Piperidis},
title = {Accelerated High-Quality Mutual-Information Based Word Clustering},
booktitle = {Proceedings of The 12th Language Resources and Evaluation Conference,
{LREC} 2020, Marseille, France, May 11-16, 2020},
pages = {2491--2496},
publisher = {European Language Resources Association},
year = {2020},
url = {https://aclanthology.org/2020.lrec-1.303/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/lrec/CiosiciAD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/ShaoTGYPA19,
author = {Junming Shao and
Yue Tan and
Lianli Gao and
Qinli Yang and
Claudia Plant and
Ira Assent},
title = {Synchronization-based clustering on evolving data stream},
journal = {Inf. Sci.},
volume = {501},
pages = {573--587},
year = {2019},
url = {https://doi.org/10.1016/j.ins.2018.09.035},
doi = {10.1016/J.INS.2018.09.035},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/ShaoTGYPA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/MaiAABDJK19,
author = {Son T. Mai and
Sihem Amer{-}Yahia and
Ira Assent and
Mathias Skovgaard Birk and
Martin Storgaard Dieu and
Jon Jacobsen and
Jesper Kristensen},
title = {Scalable Interactive Dynamic Graph Clustering on Multicore CPUs},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {31},
number = {7},
pages = {1239--1252},
year = {2019},
url = {https://doi.org/10.1109/TKDE.2018.2828086},
doi = {10.1109/TKDE.2018.2828086},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/MaiAABDJK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/BourosAJT19,
author = {Panagiotis Bouros and
Ira Assent and
Jacob Jeppesen and
Thomas Skj{\o}deberg Toftegaard},
editor = {Paolo Papotti},
title = {Processing Satellite Imagery for Decision-Making in Precision Agriculture},
booktitle = {Proceedings of the Workshops of the {EDBT/ICDT} 2019 Joint Conference,
{EDBT/ICDT} 2019, Lisbon, Portugal, March 26, 2019},
series = {{CEUR} Workshop Proceedings},
volume = {2322},
publisher = {CEUR-WS.org},
year = {2019},
url = {https://ceur-ws.org/Vol-2322/BigVis\_4.pdf},
timestamp = {Fri, 10 Mar 2023 16:23:45 +0100},
biburl = {https://dblp.org/rec/conf/edbt/BourosAJT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/CiosiciA19,
author = {Manuel R. Ciosici and
Ira Assent},
editor = {Waleed Ammar and
Annie Louis and
Nasrin Mostafazadeh},
title = {Abbreviation Explorer - an interactive system for pre-evaluation of
Unsupervised Abbreviation Disambiguation},
booktitle = {Proceedings of the 2019 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
{NAACL-HLT} 2019, Minneapolis, MN, USA, June 2-7, 2019, Demonstrations},
pages = {1--5},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/n19-4001},
doi = {10.18653/V1/N19-4001},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/CiosiciA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/CiosiciDA19,
author = {Manuel R. Ciosici and
Leon Derczynski and
Ira Assent},
editor = {Jill Burstein and
Christy Doran and
Thamar Solorio},
title = {Quantifying the morphosyntactic content of Brown Clusters},
booktitle = {Proceedings of the 2019 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
{NAACL-HLT} 2019, Minneapolis, MN, USA, June 2-7, 2019, Volume 1 (Long
and Short Papers)},
pages = {1541--1550},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/n19-1157},
doi = {10.18653/V1/N19-1157},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/CiosiciDA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/NeerbekDA19,
author = {Jan Neerbek and
Peter Dolog and
Ira Assent},
editor = {Qiang Yang and
Zhi{-}Hua Zhou and
Zhiguo Gong and
Min{-}Ling Zhang and
Sheng{-}Jun Huang},
title = {Selective Training: {A} Strategy for Fast Backpropagation on Sentence
Embeddings},
booktitle = {Advances in Knowledge Discovery and Data Mining - 23rd Pacific-Asia
Conference, {PAKDD} 2019, Macau, China, April 14-17, 2019, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {11441},
pages = {40--53},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-16142-2\_4},
doi = {10.1007/978-3-030-16142-2\_4},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/NeerbekDA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-00929,
author = {Manuel R. Ciosici and
Tobias Sommer and
Ira Assent},
title = {Unsupervised Abbreviation Disambiguation Contextual disambiguation
using word embeddings},
journal = {CoRR},
volume = {abs/1904.00929},
year = {2019},
url = {http://arxiv.org/abs/1904.00929},
eprinttype = {arXiv},
eprint = {1904.00929},
timestamp = {Wed, 24 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-00929.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-01927,
author = {Holger Trittenbach and
Klemens B{\"{o}}hm and
Ira Assent},
title = {Active Learning of {SVDD} Hyperparameter Values},
journal = {CoRR},
volume = {abs/1912.01927},
year = {2019},
url = {http://arxiv.org/abs/1912.01927},
eprinttype = {arXiv},
eprint = {1912.01927},
timestamp = {Thu, 02 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-01927.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/MaiAJD18,
author = {Son T. Mai and
Ira Assent and
Jon Jacobsen and
Martin Storgaard Dieu},
title = {Anytime parallel density-based clustering},
journal = {Data Min. Knowl. Discov.},
volume = {32},
number = {4},
pages = {1121--1176},
year = {2018},
url = {https://doi.org/10.1007/s10618-018-0562-1},
doi = {10.1007/S10618-018-0562-1},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/MaiAJD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tlsdkcs/PhamKMAJVL18,
author = {The Hai Pham and
Jesper Kristensen and
Son T. Mai and
Ira Assent and
Jon Jacobsen and
Bay Vo and
Anh Le},
title = {Interactive Exploration of Subspace Clusters on Multicore Processors},
journal = {Trans. Large Scale Data Knowl. Centered Syst.},
volume = {39},
pages = {169--199},
year = {2018},
url = {https://doi.org/10.1007/978-3-662-58415-6\_6},
doi = {10.1007/978-3-662-58415-6\_6},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tlsdkcs/PhamKMAJVL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coling/CiosiciA18,
author = {Manuel R. Ciosici and
Ira Assent},
editor = {Dongyan Zhao},
title = {Abbreviation Expander - a Web-based System for Easy Reading of Technical
Documents},
booktitle = {{COLING} 2018, The 27th International Conference on Computational
Linguistics: System Demonstrations, Santa Fe, New Mexico, August 20-26,
2018},
pages = {1--4},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://aclanthology.org/C18-2001/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/coling/CiosiciA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/EnniA18,
author = {Simon Enni and
Ira Assent},
title = {Using Balancing Terms to Avoid Discrimination in Classification},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2018, Singapore,
November 17-20, 2018},
pages = {947--952},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/ICDM.2018.00116},
doi = {10.1109/ICDM.2018.00116},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/EnniA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/NeerbekAD18,
author = {Jan Neerbek and
Ira Assent and
Peter Dolog},
editor = {Dinh Q. Phung and
Vincent S. Tseng and
Geoffrey I. Webb and
Bao Ho and
Mohadeseh Ganji and
Lida Rashidi},
title = {Detecting Complex Sensitive Information via Phrase Structure in Recursive
Neural Networks},
booktitle = {Advances in Knowledge Discovery and Data Mining - 22nd Pacific-Asia
Conference, {PAKDD} 2018, Melbourne, VIC, Australia, June 3-6, 2018,
Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {10939},
pages = {373--385},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-93040-4\_30},
doi = {10.1007/978-3-319-93040-4\_30},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/NeerbekAD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dexa/KristensenMAJVL17,
author = {Jesper Kristensen and
Son T. Mai and
Ira Assent and
Jon Jacobsen and
Bay Vo and
Anh Le},
editor = {Djamal Benslimane and
Ernesto Damiani and
William I. Grosky and
Abdelkader Hameurlain and
Amit P. Sheth and
Roland R. Wagner},
title = {Interactive Exploration of Subspace Clusters for High Dimensional
Data},
booktitle = {Database and Expert Systems Applications - 28th International Conference,
{DEXA} 2017, Lyon, France, August 28-31, 2017, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {10438},
pages = {327--342},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-64468-4\_25},
doi = {10.1007/978-3-319-64468-4\_25},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dexa/KristensenMAJVL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/MaiDAJKB17,
author = {Son T. Mai and
Martin Storgaard Dieu and
Ira Assent and
Jon Jacobsen and
Jesper Kristensen and
Mathias Skovgaard Birk},
title = {Scalable and Interactive Graph Clustering Algorithm on Multicore CPUs},
booktitle = {33rd {IEEE} International Conference on Data Engineering, {ICDE} 2017,
San Diego, CA, USA, April 19-22, 2017},
pages = {349--360},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICDE.2017.94},
doi = {10.1109/ICDE.2017.94},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/MaiDAJKB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/NeerbekyAD17,
author = {Jan Neerbek and
Ira Assent and
Peter Dolog},
title = {{TABOO:} Detecting Unstructured Sensitive Information Using Recursive
Neural Networks},
booktitle = {33rd {IEEE} International Conference on Data Engineering, {ICDE} 2017,
San Diego, CA, USA, April 19-22, 2017},
pages = {1399--1400},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICDE.2017.195},
doi = {10.1109/ICDE.2017.195},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/NeerbekyAD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/BoghCSA17,
author = {Kenneth S. B{\o}gh and
Sean Chester and
Darius Sidlauskas and
Ira Assent},
editor = {Semih Salihoglu and
Wenchao Zhou and
Rada Chirkova and
Jun Yang and
Dan Suciu},
title = {Template Skycube Algorithms for Heterogeneous Parallelism on Multicore
and {GPU} Architectures},
booktitle = {Proceedings of the 2017 {ACM} International Conference on Management
of Data, {SIGMOD} Conference 2017, Chicago, IL, USA, May 14-19, 2017},
pages = {447--462},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3035918.3035962},
doi = {10.1145/3035918.3035962},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/BoghCSA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/CamposZSCMSAH16,
author = {Guilherme Oliveira Campos and
Arthur Zimek and
J{\"{o}}rg Sander and
Ricardo J. G. B. Campello and
Barbora Micenkov{\'{a}} and
Erich Schubert and
Ira Assent and
Michael E. Houle},
title = {On the evaluation of unsupervised outlier detection: measures, datasets,
and an empirical study},
journal = {Data Min. Knowl. Discov.},
volume = {30},
number = {4},
pages = {891--927},
year = {2016},
url = {https://doi.org/10.1007/s10618-015-0444-8},
doi = {10.1007/S10618-015-0444-8},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/CamposZSCMSAH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/AssentDGTZ16,
author = {Ira Assent and
Carlotta Domeniconi and
Francesco Gullo and
Andrea Tagarelli and
Arthur Zimek},
title = {MultiClust 2013: Multiple Clusterings, Multiview Data, and Multisource
Knowledgedriven Clustering: [Workshop Report]},
journal = {{SIGKDD} Explor.},
volume = {18},
number = {1},
pages = {35--38},
year = {2016},
url = {https://doi.org/10.1145/2980765.2980769},
doi = {10.1145/2980765.2980769},
timestamp = {Tue, 29 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigkdd/AssentDGTZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vldb/BoghCA16,
author = {Kenneth S. B{\o}gh and
Sean Chester and
Ira Assent},
title = {SkyAlign: a portable, work-efficient skyline algorithm for multicore
and {GPU} architectures},
journal = {{VLDB} J.},
volume = {25},
number = {6},
pages = {817--841},
year = {2016},
url = {https://doi.org/10.1007/s00778-016-0438-1},
doi = {10.1007/S00778-016-0438-1},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/vldb/BoghCA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dasfaa/MaiAL16,
author = {Son T. Mai and
Ira Assent and
Anh Le},
editor = {Shamkant B. Navathe and
Weili Wu and
Shashi Shekhar and
Xiaoyong Du and
X. Sean Wang and
Hui Xiong},
title = {Anytime {OPTICS:} An Efficient Approach for Hierarchical Density-Based
Clustering},
booktitle = {Database Systems for Advanced Applications - 21st International Conference,
{DASFAA} 2016, Dallas, TX, USA, April 16-19, 2016, Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {9642},
pages = {164--179},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-32025-0\_11},
doi = {10.1007/978-3-319-32025-0\_11},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dasfaa/MaiAL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/SoholmCA16,
author = {Malene S{\o}holm and
Sean Chester and
Ira Assent},
editor = {Evaggelia Pitoura and
Sofian Maabout and
Georgia Koutrika and
Am{\'{e}}lie Marian and
Letizia Tanca and
Ioana Manolescu and
Kostas Stefanidis},
title = {Maximum Coverage Representative Skyline},
booktitle = {Proceedings of the 19th International Conference on Extending Database
Technology, {EDBT} 2016, Bordeaux, France, March 15-16, 2016, Bordeaux,
France, March 15-16, 2016},
pages = {702--703},
publisher = {OpenProceedings.org},
year = {2016},
url = {https://doi.org/10.5441/002/edbt.2016.95},
doi = {10.5441/002/EDBT.2016.95},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edbt/SoholmCA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/MaiAS16,
author = {Son T. Mai and
Ira Assent and
Martin Storgaard},
editor = {Balaji Krishnapuram and
Mohak Shah and
Alexander J. Smola and
Charu C. Aggarwal and
Dou Shen and
Rajeev Rastogi},
title = {AnyDBC: An Efficient Anytime Density-based Clustering Algorithm for
Very Large Complex Datasets},
booktitle = {Proceedings of the 22nd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Francisco, CA, USA, August
13-17, 2016},
pages = {1025--1034},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2939672.2939750},
doi = {10.1145/2939672.2939750},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/MaiAS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/MullerAG0D15,
author = {Emmanuel M{\"{u}}ller and
Ira Assent and
Stephan G{\"{u}}nnemann and
Thomas Seidl and
Jennifer G. Dy},
title = {MultiClust special issue on discovering, summarizing and using multiple
clusterings},
journal = {Mach. Learn.},
volume = {98},
number = {1-2},
pages = {1--5},
year = {2015},
url = {https://doi.org/10.1007/s10994-014-5445-0},
doi = {10.1007/S10994-014-5445-0},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/MullerAG0D15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/BoghCA15,
author = {Kenneth S. B{\o}gh and
Sean Chester and
Ira Assent},
title = {Work-Efficient Parallel Skyline Computation for the {GPU}},
journal = {Proc. {VLDB} Endow.},
volume = {8},
number = {9},
pages = {962--973},
year = {2015},
url = {http://www.vldb.org/pvldb/vol8/p962-boegh.pdf},
doi = {10.14778/2777598.2777605},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pvldb/BoghCA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/MortensenCAM15,
author = {Michael L. Mortensen and
Sean Chester and
Ira Assent and
Matteo Magnani},
editor = {Gustavo Alonso and
Floris Geerts and
Lucian Popa and
Pablo Barcel{\'{o}} and
Jens Teubner and
Mart{\'{\i}}n Ugarte and
Jan Van den Bussche and
Jan Paredaens},
title = {Efficient caching for constrained skyline queries},
booktitle = {Proceedings of the 18th International Conference on Extending Database
Technology, {EDBT} 2015, Brussels, Belgium, March 23-27, 2015},
pages = {337--348},
publisher = {OpenProceedings.org},
year = {2015},
url = {https://doi.org/10.5441/002/edbt.2015.30},
doi = {10.5441/002/EDBT.2015.30},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edbt/MortensenCAM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/ChesterA15,
author = {Sean Chester and
Ira Assent},
editor = {Gustavo Alonso and
Floris Geerts and
Lucian Popa and
Pablo Barcel{\'{o}} and
Jens Teubner and
Mart{\'{\i}}n Ugarte and
Jan Van den Bussche and
Jan Paredaens},
title = {Explanations for Skyline Query Results},
booktitle = {Proceedings of the 18th International Conference on Extending Database
Technology, {EDBT} 2015, Brussels, Belgium, March 23-27, 2015},
pages = {349--360},
publisher = {OpenProceedings.org},
year = {2015},
url = {https://doi.org/10.5441/002/edbt.2015.31},
doi = {10.5441/002/EDBT.2015.31},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edbt/ChesterA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/ChesterSAB15,
author = {Sean Chester and
Darius Sidlauskas and
Ira Assent and
Kenneth S. B{\o}gh},
editor = {Johannes Gehrke and
Wolfgang Lehner and
Kyuseok Shim and
Sang Kyun Cha and
Guy M. Lohman},
title = {Scalable parallelization of skyline computation for multi-core processors},
booktitle = {31st {IEEE} International Conference on Data Engineering, {ICDE} 2015,
Seoul, South Korea, April 13-17, 2015},
pages = {1083--1094},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/ICDE.2015.7113358},
doi = {10.1109/ICDE.2015.7113358},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/ChesterSAB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MicenkovaMA15,
author = {Barbora Micenkov{\'{a}} and
Brian McWilliams and
Ira Assent},
title = {Learning Representations for Outlier Detection on a Budget},
journal = {CoRR},
volume = {abs/1507.08104},
year = {2015},
url = {http://arxiv.org/abs/1507.08104},
eprinttype = {arXiv},
eprint = {1507.08104},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MicenkovaMA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vldb/MagnaniAM14,
author = {Matteo Magnani and
Ira Assent and
Michael L. Mortensen},
title = {Taking the Big Picture: representative skylines based on significance
and diversity},
journal = {{VLDB} J.},
volume = {23},
number = {5},
pages = {795--815},
year = {2014},
url = {https://doi.org/10.1007/s00778-014-0352-3},
doi = {10.1007/S00778-014-0352-3},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/vldb/MagnaniAM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/BoghCSA14,
author = {Kenneth S. B{\o}gh and
Sean Chester and
Darius Sidlauskas and
Ira Assent},
editor = {Jianzhong Li and
Xiaoyang Sean Wang and
Minos N. Garofalakis and
Ian Soboroff and
Torsten Suel and
Min Wang},
title = {Hashcube: {A} Data Structure for Space- and Query-Efficient Skycube
Compression},
booktitle = {Proceedings of the 23rd {ACM} International Conference on Conference
on Information and Knowledge Management, {CIKM} 2014, Shanghai, China,
November 3-7, 2014},
pages = {1767--1770},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2661829.2661891},
doi = {10.1145/2661829.2661891},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/BoghCSA14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/ChesterMA14,
author = {Sean Chester and
Michael L. Mortensen and
Ira Assent},
editor = {K. Sel{\c{c}}uk Candan and
Sihem Amer{-}Yahia and
Nicole Schweikardt and
Vassilis Christophides and
Vincent Leroy},
title = {On the Suitability of Skyline Queries for Data Exploration},
booktitle = {Proceedings of the Workshops of the {EDBT/ICDT} 2014 Joint Conference
{(EDBT/ICDT} 2014), Athens, Greece, March 28, 2014},
series = {{CEUR} Workshop Proceedings},
volume = {1133},
pages = {161--166},
publisher = {CEUR-WS.org},
year = {2014},
url = {https://ceur-ws.org/Vol-1133/paper-27.pdf},
timestamp = {Fri, 10 Mar 2023 16:23:45 +0100},
biburl = {https://dblp.org/rec/conf/edbt/ChesterMA14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/DangANZS14,
author = {Xuan{-}Hong Dang and
Ira Assent and
Raymond T. Ng and
Arthur Zimek and
Erich Schubert},
editor = {Isabel F. Cruz and
Elena Ferrari and
Yufei Tao and
Elisa Bertino and
Goce Trajcevski},
title = {Discriminative features for identifying and interpreting outliers},
booktitle = {{IEEE} 30th International Conference on Data Engineering, Chicago,
{ICDE} 2014, IL, USA, March 31 - April 4, 2014},
pages = {88--99},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/ICDE.2014.6816642},
doi = {10.1109/ICDE.2014.6816642},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/DangANZS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/fpm14/ZimekAV14,
author = {Arthur Zimek and
Ira Assent and
Jilles Vreeken},
editor = {Charu C. Aggarwal and
Jiawei Han},
title = {Frequent Pattern Mining Algorithms for Data Clustering},
booktitle = {Frequent Pattern Mining},
pages = {403--423},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-07821-2\_16},
doi = {10.1007/978-3-319-07821-2\_16},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/fpm14/ZimekAV14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/MagnaniAHJL13,
author = {Matteo Magnani and
Ira Assent and
Kasper Hornb{\ae}k and
Mikkel R. Jakobsen and
Ken Friis Larsen},
editor = {Qi He and
Arun Iyengar and
Wolfgang Nejdl and
Jian Pei and
Rajeev Rastogi},
title = {SkyView: a user evaluation of the skyline operator},
booktitle = {22nd {ACM} International Conference on Information and Knowledge Management,
CIKM'13, San Francisco, CA, USA, October 27 - November 1, 2013},
pages = {2249--2254},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2505515.2505739},
doi = {10.1145/2505515.2505739},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/MagnaniAHJL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/damon/BoghAM13,
author = {Kenneth S. B{\o}gh and
Ira Assent and
Matteo Magnani},
editor = {Ryan Johnson and
Alfons Kemper},
title = {Efficient GPU-based skyline computation},
booktitle = {Proceedings of the Ninth International Workshop on Data Management
on New Hardware, DaMoN 2013, New York, NY, USA, June 24, 2013},
pages = {5},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2485278.2485283},
doi = {10.1145/2485278.2485283},
timestamp = {Mon, 15 Feb 2021 15:59:53 +0100},
biburl = {https://dblp.org/rec/conf/damon/BoghAM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/MagnaniA13,
author = {Matteo Magnani and
Ira Assent},
editor = {Giovanna Guerrini and
Norman W. Paton},
title = {From stars to galaxies: skyline queries on aggregate data},
booktitle = {Joint 2013 {EDBT/ICDT} Conferences, {EDBT} '13 Proceedings, Genoa,
Italy, March 18-22, 2013},
pages = {477--488},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2452376.2452432},
doi = {10.1145/2452376.2452432},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edbt/MagnaniA13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/MicenkovaNDA13,
author = {Barbora Micenkov{\'{a}} and
Raymond T. Ng and
Xuan{-}Hong Dang and
Ira Assent},
editor = {Hui Xiong and
George Karypis and
Bhavani Thuraisingham and
Diane J. Cook and
Xindong Wu},
title = {Explaining Outliers by Subspace Separability},
booktitle = {2013 {IEEE} 13th International Conference on Data Mining, Dallas,
TX, USA, December 7-10, 2013},
pages = {518--527},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/ICDM.2013.132},
doi = {10.1109/ICDM.2013.132},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/MicenkovaNDA13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/DangMAN13,
author = {Xuan{-}Hong Dang and
Barbora Micenkov{\'{a}} and
Ira Assent and
Raymond T. Ng},
editor = {Hendrik Blockeel and
Kristian Kersting and
Siegfried Nijssen and
Filip Zelezn{\'{y}}},
title = {Local Outlier Detection with Interpretation},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2013, Prague, Czech Republic, September 23-27, 2013,
Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {8190},
pages = {304--320},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40994-3\_20},
doi = {10.1007/978-3-642-40994-3\_20},
timestamp = {Tue, 21 Mar 2023 21:00:11 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/DangMAN13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/AssentDMN13,
author = {Ira Assent and
Xuan{-}Hong Dang and
Barbora Micenkov{\'{a}} and
Raymond T. Ng},
title = {Outlier Detection with Space Transformation and Spectral Analysis},
booktitle = {Proceedings of the 13th {SIAM} International Conference on Data Mining,
May 2-4, 2013. Austin, Texas, {USA}},
pages = {225--233},
publisher = {{SIAM}},
year = {2013},
url = {https://doi.org/10.1137/1.9781611972832.25},
doi = {10.1137/1.9781611972832.25},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/AssentDMN13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/multiclust/2013,
editor = {Ira Assent and
Carlotta Domeniconi and
Francesco Gullo and
Andrea Tagarelli and
Arthur Zimek},
title = {Proceedings of the 4th MultiClust Workshop on Multiple Clusterings,
Multi-view Data, and Multi-source Knowledge-driven Clustering, in
conjunction with {KDD} 2013, Chicago, IL, USA, August 11, 2013},
publisher = {{ACM}},
year = {2013},
url = {http://dl.acm.org/citation.cfm?id=2501006},
isbn = {978-1-4503-2334-5},
timestamp = {Thu, 19 Sep 2013 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/multiclust/2013.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dbsk/KranenAS12,
author = {Philipp Kranen and
Ira Assent and
Thomas Seidl},
title = {An Index-Inspired Algorithm for Anytime Classification on Evolving
Data Streams},
journal = {Datenbank-Spektrum},
volume = {12},
number = {1},
pages = {43--50},
year = {2012},
url = {https://doi.org/10.1007/s13222-012-0083-9},
doi = {10.1007/S13222-012-0083-9},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/dbsk/KranenAS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/YiuAJK12,
author = {Man Lung Yiu and
Ira Assent and
Christian S. Jensen and
Panos Kalnis},
title = {Outsourced Similarity Search on Metric Data Assets},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {24},
number = {2},
pages = {338--352},
year = {2012},
url = {https://doi.org/10.1109/TKDE.2010.222},
doi = {10.1109/TKDE.2010.222},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/YiuAJK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/widm/Assent12,
author = {Ira Assent},
title = {Clustering high dimensional data},
journal = {WIREs Data Mining Knowl. Discov.},
volume = {2},
number = {4},
pages = {340--350},
year = {2012},
url = {https://doi.org/10.1002/widm.1062},
doi = {10.1002/WIDM.1062},
timestamp = {Fri, 21 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/widm/Assent12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chdd/Assent12,
author = {Ira Assent},
editor = {Francesco Masulli and
Alfredo Petrosino and
Stefano Rovetta},
title = {Efficient Density-Based Subspace Clustering in High Dimensions},
booktitle = {Clustering High-Dimensional Data - First International Workshop, {CHDD}
2012, Naples, Italy, May 15, 2012, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {7627},
pages = {34--49},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-662-48577-4\_3},
doi = {10.1007/978-3-662-48577-4\_3},
timestamp = {Sun, 02 Jun 2019 21:20:53 +0200},
biburl = {https://dblp.org/rec/conf/chdd/Assent12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dasfaa/AssentKBS12,
author = {Ira Assent and
Philipp Kranen and
Corinna Baldauf and
Thomas Seidl},
editor = {Sang{-}goo Lee and
Zhiyong Peng and
Xiaofang Zhou and
Yang{-}Sae Moon and
Rainer Unland and
Jaesoo Yoo},
title = {AnyOut: Anytime Outlier Detection on Streaming Data},
booktitle = {Database Systems for Advanced Applications - 17th International Conference,
{DASFAA} 2012, Busan, South Korea, April 15-19, 2012, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {7238},
pages = {228--242},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-29038-1\_18},
doi = {10.1007/978-3-642-29038-1\_18},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dasfaa/AssentKBS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/MullerAIMB12,
author = {Emmanuel M{\"{u}}ller and
Ira Assent and
Patricia Iglesias S{\'{a}}nchez and
Yvonne M{\"{u}}lle and
Klemens B{\"{o}}hm},
editor = {Mohammed Javeed Zaki and
Arno Siebes and
Jeffrey Xu Yu and
Bart Goethals and
Geoffrey I. Webb and
Xindong Wu},
title = {Outlier Ranking via Subspace Analysis in Multiple Views of the Data},
booktitle = {12th {IEEE} International Conference on Data Mining, {ICDM} 2012,
Brussels, Belgium, December 10-13, 2012},
pages = {529--538},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/ICDM.2012.112},
doi = {10.1109/ICDM.2012.112},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/MullerAIMB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/multiclust/DangAB12,
author = {Xuan{-}Hong Dang and
Ira Assent and
James Bailey},
editor = {Emmanuel M{\"{u}}ller and
Thomas Seidl and
Suresh Venkatasubramanian and
Arthur Zimek},
title = {Multiple Clustering Views via Constrained Projections},
booktitle = {3rd MultiClust Workshop: Discovering, Summarizing and Using Multiple
Clusterings, MultiClust '12, in conjunction with {SDM} 2012, Anaheim,
CA, USA, April 28, 2012, Anaheim, CA, USA, April 28, 2012},
pages = {23--30},
publisher = {{SIAM}},
year = {2012},
url = {http://www.dbs.ifi.lmu.de/research/MultiClust2012/multiclust2012.pdf\#page=29},
timestamp = {Tue, 16 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/multiclust/DangAB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/KranenABS11,
author = {Philipp Kranen and
Ira Assent and
Corinna Baldauf and
Thomas Seidl},
title = {The ClusTree: indexing micro-clusters for anytime stream mining},
journal = {Knowl. Inf. Syst.},
volume = {29},
number = {2},
pages = {249--272},
year = {2011},
url = {https://doi.org/10.1007/s10115-010-0342-8},
doi = {10.1007/S10115-010-0342-8},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kais/KranenABS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/btw/MullerAGGHJS09,
author = {Emmanuel M{\"{u}}ller and
Ira Assent and
Stephan G{\"{u}}nnemann and
Patrick Gerwert and
Matthias Hannen and
Timm Jansen and
Thomas Seidl},
editor = {Theo H{\"{a}}rder and
Wolfgang Lehner and
Bernhard Mitschang and
Harald Sch{\"{o}}ning and
Holger Schwarz},
title = {A Framework for Evaluation and Exploration of Clustering Algorithms
in Subspaces of High Dimensional Databases},
booktitle = {Datenbanksysteme f{\"{u}}r Business, Technologie und Web (BTW),
14. Fachtagung des GI-Fachbereichs "Datenbanken und Informationssysteme"
(DBIS), 2.-4.3.2011 in Kaiserslautern, Germany},
series = {{LNI}},
volume = {{P-180}},
pages = {347--366},
publisher = {{GI}},
year = {2011},
url = {https://dl.gi.de/handle/20.500.12116/19588},
timestamp = {Tue, 04 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/btw/MullerAGGHJS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/MullerAGS11,
author = {Emmanuel M{\"{u}}ller and
Ira Assent and
Stephan G{\"{u}}nnemann and
Thomas Seidl},
editor = {Craig Macdonald and
Iadh Ounis and
Ian Ruthven},
title = {Scalable density-based subspace clustering},
booktitle = {Proceedings of the 20th {ACM} Conference on Information and Knowledge
Management, {CIKM} 2011, Glasgow, United Kingdom, October 24-28, 2011},
pages = {1077--1086},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2063576.2063733},
doi = {10.1145/2063576.2063733},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/MullerAGS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/GunnemannFMAS11,
author = {Stephan G{\"{u}}nnemann and
Ines F{\"{a}}rber and
Emmanuel M{\"{u}}ller and
Ira Assent and
Thomas Seidl},
editor = {Craig Macdonald and
Iadh Ounis and
Ian Ruthven},
title = {External evaluation measures for subspace clustering},
booktitle = {Proceedings of the 20th {ACM} Conference on Information and Knowledge
Management, {CIKM} 2011, Glasgow, United Kingdom, October 24-28, 2011},
pages = {1363--1372},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2063576.2063774},
doi = {10.1145/2063576.2063774},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/GunnemannFMAS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dasfaa/VuGA11,
author = {Hoang Vu Nguyen and
Vivekanand Gopalkrishnan and
Ira Assent},
editor = {Jeffrey Xu Yu and
Myoung{-}Ho Kim and
Rainer Unland},
title = {An Unbiased Distance-Based Outlier Detection Approach for High-Dimensional
Data},
booktitle = {Database Systems for Advanced Applications - 16th International Conference,
{DASFAA} 2011, Hong Kong, China, April 22-25, 2011, Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {6587},
pages = {138--152},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-20149-3\_12},
doi = {10.1007/978-3-642-20149-3\_12},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dasfaa/VuGA11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mdm/VicenteAJ11,
author = {Carmen Ruiz Vicente and
Ira Assent and
Christian S. Jensen},
editor = {Arkady B. Zaslavsky and
Panos K. Chrysanthis and
Dik Lun Lee and
Dipanjan Chakraborty and
Vana Kalogeraki and
Mohamed F. Mokbel and
Chi{-}Yin Chow},
title = {Effective Privacy-Preserving Online Route Planning},
booktitle = {12th {IEEE} International Conference on Mobile Data Management, {MDM}
2011, Lule{\aa}, Sweden, June 6-9, 2011, Volume 1},
pages = {119--128},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/MDM.2011.20},
doi = {10.1109/MDM.2011.20},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mdm/VicenteAJ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mmm/BeecksAS11,
author = {Christian Beecks and
Ira Assent and
Thomas Seidl},
editor = {Kuo{-}Tien Lee and
Wen{-}Hsiang Tsai and
Hong{-}Yuan Mark Liao and
Tsuhan Chen and
Jun{-}Wei Hsieh and
Chien{-}Cheng Tseng},
title = {Content-Based Multimedia Retrieval in the Presence of Unknown User
Preferences},
booktitle = {Advances in Multimedia Modeling - 17th International Multimedia Modeling
Conference, {MMM} 2011, Taipei, Taiwan, January 5-7, 2011, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {6523},
pages = {140--150},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-17832-0\_14},
doi = {10.1007/978-3-642-17832-0\_14},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mmm/BeecksAS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssdbm/KremerGIAS11,
author = {Hardy Kremer and
Stephan G{\"{u}}nnemann and
Anca Maria Ivanescu and
Ira Assent and
Thomas Seidl},
editor = {Judith Bayard Cushing and
James C. French and
Shawn Bowers},
title = {Efficient Processing of Multiple {DTW} Queries in Time Series Databases},
booktitle = {Scientific and Statistical Database Management - 23rd International
Conference, {SSDBM} 2011, Portland, OR, USA, July 20-22, 2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6809},
pages = {150--167},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-22351-8\_9},
doi = {10.1007/978-3-642-22351-8\_9},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ssdbm/KremerGIAS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/multiclust/2011,
editor = {Emmanuel M{\"{u}}ller and
Stephan G{\"{u}}nnemann and
Ira Assent and
Thomas Seidl},
title = {Proceedings of the 2nd MultiClust Workshop: Discovering, Summarizing
and Using Multiple Clusterings, Athens, Greece, September 5, 2011,
in conjunction with {ECML/PKDD} 2011},
series = {{CEUR} Workshop Proceedings},
volume = {772},
publisher = {CEUR-WS.org},
year = {2011},
url = {https://ceur-ws.org/Vol-772},
urn = {urn:nbn:de:0074-772-4},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/multiclust/2011.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/it/Assent10,
author = {Ira Assent},
title = {Effiziente {\"{A}}hnlichkeitssuche und Data Mining in gro{\ss}en
Multimediadatenbanken (Efficient Adaptive Retrieval and Mining in
Large Multimedia Databases)},
journal = {it Inf. Technol.},
volume = {52},
number = {1},
pages = {45--47},
year = {2010},
url = {https://doi.org/10.1524/itit.2010.0570},
doi = {10.1524/ITIT.2010.0570},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/it/Assent10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dasfaa/AssentKS10,
author = {Ira Assent and
Hardy Kremer and
Thomas Seidl},
editor = {Hiroyuki Kitagawa and
Yoshiharu Ishikawa and
Qing Li and
Chiemi Watanabe},
title = {Speeding Up Complex Video Copy Detection Queries},
booktitle = {Database Systems for Advanced Applications, 15th International Conference,
{DASFAA} 2010, Tsukuba, Japan, April 1-4, 2010, Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {5981},
pages = {307--321},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-12026-8\_25},
doi = {10.1007/978-3-642-12026-8\_25},
timestamp = {Fri, 30 Dec 2022 14:22:15 +0100},
biburl = {https://dblp.org/rec/conf/dasfaa/AssentKS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/AssentKGS10,
author = {Ira Assent and
Hardy Kremer and
Stephan G{\"{u}}nnemann and
Thomas Seidl},
editor = {Ioana Manolescu and
Stefano Spaccapietra and
Jens Teubner and
Masaru Kitsuregawa and
Alain L{\'{e}}ger and
Felix Naumann and
Anastasia Ailamaki and
Fatma {\"{O}}zcan},
title = {Pattern detector: fast detection of suspicious stream patterns for
immediate reaction},
booktitle = {{EDBT} 2010, 13th International Conference on Extending Database Technology,
Lausanne, Switzerland, March 22-26, 2010, Proceedings},
series = {{ACM} International Conference Proceeding Series},
volume = {426},
pages = {709--712},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1739041.1739133},
doi = {10.1145/1739041.1739133},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edbt/AssentKGS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/Assent10,
author = {Ira Assent},
title = {Mining and representing recommendations in actively evolving recommender
systems},
booktitle = {Workshops Proceedings of the 26th International Conference on Data
Engineering, {ICDE} 2010, March 1-6, 2010, Long Beach, California,
{USA}},
pages = {282--285},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICDEW.2010.5452714},
doi = {10.1109/ICDEW.2010.5452714},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/Assent10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/AssentKB010,
author = {Ira Assent and
Philipp Kranen and
Corinna Baldauf and
Thomas Seidl},
editor = {Margaret H. Dunham and
Michael Hahsler and
Myra Spiliopoulou},
title = {Detecting outliers on arbitrary data streams using anytime approaches},
booktitle = {Proceedings of the First International Workshop on Novel Data Stream
Pattern Mining Techniques, StreamKDD '10, Washington, D.C., USA, July
25, 2010},
pages = {10--15},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1833280.1833282},
doi = {10.1145/1833280.1833282},
timestamp = {Sun, 12 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/AssentKB010.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/AssentWKKS09,
author = {Ira Assent and
Marc Wichterich and
Ralph Krieger and
Hardy Kremer and
Thomas Seidl},
title = {Anticipatory {DTW} for Efficient Similarity Search in Time Series
Databases},
journal = {Proc. {VLDB} Endow.},
volume = {2},
number = {1},
pages = {826--837},
year = {2009},
url = {http://www.vldb.org/pvldb/vol2/vldb09-793.pdf},
doi = {10.14778/1687627.1687721},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pvldb/AssentWKKS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/MullerGAS09,
author = {Emmanuel M{\"{u}}ller and
Stephan G{\"{u}}nnemann and
Ira Assent and
Thomas Seidl},
title = {Evaluating Clustering in Subspace Projections of High Dimensional
Data},
journal = {Proc. {VLDB} Endow.},
volume = {2},
number = {1},
pages = {1270--1281},
year = {2009},
url = {http://www.vldb.org/pvldb/vol2/vldb09-600.pdf},
doi = {10.14778/1687627.1687770},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pvldb/MullerGAS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/btw/AssentGKS09,
author = {Ira Assent and
Stephan G{\"{u}}nnemann and
Hardy Kremer and
Thomas Seidl},
editor = {Johann Christoph Freytag and
Thomas Ruf and
Wolfgang Lehner and
Gottfried Vossen},
title = {High-Dimensional Indexing for Multimedia Features},
booktitle = {Datenbanksysteme in Business, Technologie und Web {(BTW} 2009), 13.
Fachtagung des GI-Fachbereichs "Datenbanken und Informationssysteme"
(DBIS), Proceedings, 2.-6. M{\"{a}}rz 2009, M{\"{u}}nster,
Germany},
series = {{LNI}},
volume = {{P-144}},
pages = {187--206},
publisher = {{GI}},
year = {2009},
url = {https://dl.gi.de/handle/20.500.12116/20444},
timestamp = {Tue, 04 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/btw/AssentGKS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/btw/Assent09,
author = {Ira Assent},
editor = {Johann Christoph Freytag and
Thomas Ruf and
Wolfgang Lehner and
Gottfried Vossen},
title = {Efficient Adaptive Retrieval and Mining in Large Multimedia Databases},
booktitle = {Datenbanksysteme in Business, Technologie und Web {(BTW} 2009), 13.
Fachtagung des GI-Fachbereichs "Datenbanken und Informationssysteme"
(DBIS), Proceedings, 2.-6. M{\"{a}}rz 2009, M{\"{u}}nster,
Germany},
series = {{LNI}},
volume = {{P-144}},
pages = {428--437},
publisher = {{GI}},
year = {2009},
url = {https://dl.gi.de/handle/20.500.12116/20463},
timestamp = {Tue, 04 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/btw/Assent09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/SeidlAKKH09,
author = {Thomas Seidl and
Ira Assent and
Philipp Kranen and
Ralph Krieger and
Jennifer Herrmann},
editor = {Martin L. Kersten and
Boris Novikov and
Jens Teubner and
Vladimir Polutin and
Stefan Manegold},
title = {Indexing density models for incremental learning and anytime classification
on data streams},
booktitle = {{EDBT} 2009, 12th International Conference on Extending Database Technology,
Saint Petersburg, Russia, March 24-26, 2009, Proceedings},
series = {{ACM} International Conference Proceeding Series},
volume = {360},
pages = {311--322},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1516360.1516397},
doi = {10.1145/1516360.1516397},
timestamp = {Wed, 04 May 2022 13:02:27 +0200},
biburl = {https://dblp.org/rec/conf/edbt/SeidlAKKH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/Assent09,
author = {Ira Assent},
editor = {Yannis E. Ioannidis and
Dik Lun Lee and
Raymond T. Ng},
title = {Actively Building Private Recommender Networks for Evolving Reliable
Relationships},
booktitle = {Proceedings of the 25th International Conference on Data Engineering,
{ICDE} 2009, March 29 2009 - April 2 2009, Shanghai, China},
pages = {1611--1614},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ICDE.2009.145},
doi = {10.1109/ICDE.2009.145},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/Assent09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/KranenABS09,
author = {Philipp Kranen and
Ira Assent and
Corinna Baldauf and
Thomas Seidl},
editor = {Wei Wang and
Hillol Kargupta and
Sanjay Ranka and
Philip S. Yu and
Xindong Wu},
title = {Self-Adaptive Anytime Stream Clustering},
booktitle = {{ICDM} 2009, The Ninth {IEEE} International Conference on Data Mining,
Miami, Florida, USA, 6-9 December 2009},
pages = {249--258},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ICDM.2009.47},
doi = {10.1109/ICDM.2009.47},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/KranenABS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/MullerAGKS09,
author = {Emmanuel M{\"{u}}ller and
Ira Assent and
Stephan G{\"{u}}nnemann and
Ralph Krieger and
Thomas Seidl},
editor = {Wei Wang and
Hillol Kargupta and
Sanjay Ranka and
Philip S. Yu and
Xindong Wu},
title = {Relevant Subspace Clustering: Mining the Most Interesting Non-redundant
Concepts in High Dimensional Data},
booktitle = {{ICDM} 2009, The Ninth {IEEE} International Conference on Data Mining,
Miami, Florida, USA, 6-9 December 2009},
pages = {377--386},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ICDM.2009.10},
doi = {10.1109/ICDM.2009.10},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/MullerAGKS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/MullerAKGS09,
author = {Emmanuel M{\"{u}}ller and
Ira Assent and
Ralph Krieger and
Stephan G{\"{u}}nnemann and
Thomas Seidl},
title = {DensEst: Density Estimation for Data Mining in High Dimensional Spaces},
booktitle = {Proceedings of the {SIAM} International Conference on Data Mining,
{SDM} 2009, April 30 - May 2, 2009, Sparks, Nevada, {USA}},
pages = {175--186},
publisher = {{SIAM}},
year = {2009},
url = {https://doi.org/10.1137/1.9781611972795.16},
doi = {10.1137/1.9781611972795.16},
timestamp = {Wed, 17 May 2017 14:24:53 +0200},
biburl = {https://dblp.org/rec/conf/sdm/MullerAKGS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssd/AssentK09,
author = {Ira Assent and
Hardy Kremer},
editor = {Nikos Mamoulis and
Thomas Seidl and
Torben Bach Pedersen and
Kristian Torp and
Ira Assent},
title = {Robust Adaptable Video Copy Detection},
booktitle = {Advances in Spatial and Temporal Databases, 11th International Symposium,
{SSTD} 2009, Aalborg, Denmark, July 8-10, 2009, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5644},
pages = {380--385},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-02982-0\_25},
doi = {10.1007/978-3-642-02982-0\_25},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/ssd/AssentK09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssdbm/MullerAS09,
author = {Emmanuel M{\"{u}}ller and
Ira Assent and
Thomas Seidl},
editor = {Marianne Winslett},
title = {{HSM:} Heterogeneous Subspace Mining in High Dimensional Data},
booktitle = {Scientific and Statistical Database Management, 21st International
Conference, {SSDBM} 2009, New Orleans, LA, USA, June 2-4, 2009, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5566},
pages = {497--516},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-02279-1\_36},
doi = {10.1007/978-3-642-02279-1\_36},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ssdbm/MullerAS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ssd/2009,
editor = {Nikos Mamoulis and
Thomas Seidl and
Torben Bach Pedersen and
Kristian Torp and
Ira Assent},
title = {Advances in Spatial and Temporal Databases, 11th International Symposium,
{SSTD} 2009, Aalborg, Denmark, July 8-10, 2009, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5644},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-02982-0},
doi = {10.1007/978-3-642-02982-0},
isbn = {978-3-642-02981-3},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ssd/2009.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/de/Assent2008,
author = {Ira Assent},
title = {Efficient adaptive retrieval and mining in large multimedia databases},
school = {{RWTH} Aachen University, Germany},
year = {2008},
url = {http://darwin.bth.rwth-aachen.de/opus3/volltexte/2008/2259/},
urn = {urn:nbn:de:hbz:82-opus-22593},
timestamp = {Sat, 17 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/de/Assent2008.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/RuauKMMAKSHZ08,
author = {David Ruau and
Corinna Kol{\'{a}}rik and
Heinz{-}Theodor Mevissen and
Emmanuel M{\"{u}}ller and
Ira Assent and
Ralph Krieger and
Thomas Seidl and
Martin Hofmann{-}Apitius and
Martin Zenke},
title = {Public microarray repository semantic annotation with ontologies employing
text mining and expression profile correlation},
journal = {{BMC} Bioinform.},
volume = {9},
number = {{S-10}},
year = {2008},
url = {http://www.biomedcentral.com/1471-2105/9/S10/O5},
timestamp = {Sun, 15 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bmcbi/RuauKMMAKSHZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/AssentKGS08,
author = {Ira Assent and
Ralph Krieger and
Boris Glavic and
Thomas Seidl},
title = {Clustering multidimensional sequences in spatial and temporal databases},
journal = {Knowl. Inf. Syst.},
volume = {16},
number = {1},
pages = {29--51},
year = {2008},
url = {https://doi.org/10.1007/s10115-007-0121-3},
doi = {10.1007/S10115-007-0121-3},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kais/AssentKGS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/AssentKMS08,
author = {Ira Assent and
Ralph Krieger and
Emmanuel M{\"{u}}ller and
Thomas Seidl},
editor = {James G. Shanahan and
Sihem Amer{-}Yahia and
Ioana Manolescu and
Yi Zhang and
David A. Evans and
Aleksander Kolcz and
Key{-}Sun Choi and
Abdur Chowdhury},
title = {{EDSC:} efficient density-based subspace clustering},
booktitle = {Proceedings of the 17th {ACM} Conference on Information and Knowledge
Management, {CIKM} 2008, Napa Valley, California, USA, October 26-30,
2008},
pages = {1093--1102},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1458082.1458227},
doi = {10.1145/1458082.1458227},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/AssentKMS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/AssentKAS08,
author = {Ira Assent and
Ralph Krieger and
Farzad Afschari and
Thomas Seidl},
editor = {Alfons Kemper and
Patrick Valduriez and
Noureddine Mouaddib and
Jens Teubner and
Mokrane Bouzeghoub and
Volker Markl and
Laurent Amsaleg and
Ioana Manolescu},
title = {The TS-tree: efficient time series search and retrieval},
booktitle = {{EDBT} 2008, 11th International Conference on Extending Database Technology,
Nantes, France, March 25-29, 2008, Proceedings},
series = {{ACM} International Conference Proceeding Series},
volume = {261},
pages = {252--263},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1353343.1353376},
doi = {10.1145/1353343.1353376},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edbt/AssentKAS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/AssentWMS08,
author = {Ira Assent and
Marc Wichterich and
Tobias Meisen and
Thomas Seidl},
editor = {Gustavo Alonso and
Jos{\'{e}} A. Blakeley and
Arbee L. P. Chen},
title = {Efficient similarity search using the Earth Mover's Distance for large
multimedia databases},
booktitle = {Proceedings of the 24th International Conference on Data Engineering,
{ICDE} 2008, April 7-12, 2008, Canc{\'{u}}n, Mexico},
pages = {307--316},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ICDE.2008.4497439},
doi = {10.1109/ICDE.2008.4497439},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/AssentWMS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/MullerASS08,
author = {Emmanuel M{\"{u}}ller and
Ira Assent and
Uwe Steinhausen and
Thomas Seidl},
title = {OutRank: ranking outliers in high dimensional data},
booktitle = {Proceedings of the 24th International Conference on Data Engineering
Workshops, {ICDE} 2008, April 7-12, 2008, Canc{\'{u}}n, Mexico},
pages = {600--603},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ICDEW.2008.4498387},
doi = {10.1109/ICDEW.2008.4498387},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/MullerASS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/AssentKMS08,
author = {Ira Assent and
Ralph Krieger and
Emmanuel M{\"{u}}ller and
Thomas Seidl},
title = {{INSCY:} Indexing Subspace Clusters with In-Process-Removal of Redundancy},
booktitle = {Proceedings of the 8th {IEEE} International Conference on Data Mining
{(ICDM} 2008), December 15-19, 2008, Pisa, Italy},
pages = {719--724},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ICDM.2008.46},
doi = {10.1109/ICDM.2008.46},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/AssentKMS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/MullerAKJS08,
author = {Emmanuel M{\"{u}}ller and
Ira Assent and
Ralph Krieger and
Timm Jansen and
Thomas Seidl},
editor = {Ying Li and
Bing Liu and
Sunita Sarawagi},
title = {Morpheus: interactive exploration of subspace clustering},
booktitle = {Proceedings of the 14th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Las Vegas, Nevada, USA, August
24-27, 2008},
pages = {1089--1092},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1401890.1402026},
doi = {10.1145/1401890.1402026},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/MullerAKJS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/AssentKWHS08,
author = {Ira Assent and
Ralph Krieger and
Petra Welter and
J{\"{o}}rg Herbers and
Thomas Seidl},
editor = {Takashi Washio and
Einoshin Suzuki and
Kai Ming Ting and
Akihiro Inokuchi},
title = {SubClass: Classification of Multidimensional Noisy Data Using Subspace
Clusters},
booktitle = {Advances in Knowledge Discovery and Data Mining, 12th Pacific-Asia
Conference, {PAKDD} 2008, Osaka, Japan, May 20-23, 2008 Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5012},
pages = {40--52},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-68125-0\_6},
doi = {10.1007/978-3-540-68125-0\_6},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/AssentKWHS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/AssentMKJS08,
author = {Ira Assent and
Emmanuel M{\"{u}}ller and
Ralph Krieger and
Timm Jansen and
Thomas Seidl},
editor = {Walter Daelemans and
Bart Goethals and
Katharina Morik},
title = {Pleiades: Subspace Clustering and Evaluation},
booktitle = {Machine Learning and Knowledge Discovery in Databases, European Conference,
{ECML/PKDD} 2008, Antwerp, Belgium, September 15-19, 2008, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {5212},
pages = {666--671},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-87481-2\_44},
doi = {10.1007/978-3-540-87481-2\_44},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/AssentMKJS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/WichterichAKS08,
author = {Marc Wichterich and
Ira Assent and
Philipp Kranen and
Thomas Seidl},
editor = {Jason Tsong{-}Li Wang},
title = {Efficient EMD-based similarity search in multimedia databases via
flexible dimensionality reduction},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management
of Data, {SIGMOD} 2008, Vancouver, BC, Canada, June 10-12, 2008},
pages = {199--212},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1376616.1376639},
doi = {10.1145/1376616.1376639},
timestamp = {Tue, 16 Aug 2022 23:04:20 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/WichterichAKS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dagstuhl/0001MAS08,
author = {Thomas Seidl and
Emmanuel M{\"{u}}ller and
Ira Assent and
Uwe Steinhausen},
editor = {Christoph Koch and
Birgitta K{\"{o}}nig{-}Ries and
Volker Markl and
Maurice van Keulen},
title = {Outlier detection and ranking based on subspace clustering},
booktitle = {Uncertainty Management in Information Systems, 12.10. - 17.10.2008},
series = {Dagstuhl Seminar Proceedings},
volume = {08421},
publisher = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik, Germany},
year = {2008},
url = {http://drops.dagstuhl.de/opus/volltexte/2009/1934/},
timestamp = {Thu, 10 Jun 2021 13:02:10 +0200},
biburl = {https://dblp.org/rec/conf/dagstuhl/0001MAS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dke/ZakiPAS07,
author = {Mohammed J. Zaki and
Markus Peters and
Ira Assent and
Thomas Seidl},
title = {Clicks: An effective algorithm for mining subspace clusters in categorical
datasets},
journal = {Data Knowl. Eng.},
volume = {60},
number = {1},
pages = {51--70},
year = {2007},
url = {https://doi.org/10.1016/j.datak.2006.01.005},
doi = {10.1016/J.DATAK.2006.01.005},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/dke/ZakiPAS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ita/AssentS07,
author = {Ira Assent and
Sebastian Seibert},
title = {An upper bound for transforming self-verifying automata into deterministic
ones},
journal = {{RAIRO} Theor. Informatics Appl.},
volume = {41},
number = {3},
pages = {261--265},
year = {2007},
url = {https://doi.org/10.1051/ita:2007017},
doi = {10.1051/ITA:2007017},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ita/AssentS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/AssentKMS07,
author = {Ira Assent and
Ralph Krieger and
Emmanuel M{\"{u}}ller and
Thomas Seidl},
title = {{VISA:} visual subspace clustering analysis},
journal = {{SIGKDD} Explor.},
volume = {9},
number = {2},
pages = {5--12},
year = {2007},
url = {https://doi.org/10.1145/1345448.1345451},
doi = {10.1145/1345448.1345451},
timestamp = {Tue, 29 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigkdd/AssentKMS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/AssentKS07,
author = {Ira Assent and
Ralph Krieger and
Thomas Seidl},
editor = {Rada Chirkova and
Asuman Dogac and
M. Tamer {\"{O}}zsu and
Timos K. Sellis},
title = {AttentionAttractor: efficient video stream similarity query processing
in real time},
booktitle = {Proceedings of the 23rd International Conference on Data Engineering,
{ICDE} 2007, The Marmara Hotel, Istanbul, Turkey, April 15-20, 2007},
pages = {1509--1510},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/ICDE.2007.369057},
doi = {10.1109/ICDE.2007.369057},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/AssentKS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/AssentKMS07,
author = {Ira Assent and
Ralph Krieger and
Emmanuel M{\"{u}}ller and
Thomas Seidl},
title = {{DUSC:} Dimensionality Unbiased Subspace Clustering},
booktitle = {Proceedings of the 7th {IEEE} International Conference on Data Mining
{(ICDM} 2007), October 28-31, 2007, Omaha, Nebraska, {USA}},
pages = {409--414},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/ICDM.2007.49},
doi = {10.1109/ICDM.2007.49},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/AssentKMS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dagstuhl/AssentKMS07,
author = {Ira Assent and
Ralph Krieger and
Emmanuel M{\"{u}}ller and
Thomas Seidl},
editor = {Michael R. Berthold and
Katharina Morik and
Arno Siebes},
title = {Subspace outlier mining in large multimedia databases},
booktitle = {Parallel Universes and Local Patterns, 01.05. - 04.05.2007},
series = {Dagstuhl Seminar Proceedings},
volume = {07181},
publisher = {Internationales Begegnungs- und Forschungszentrum fuer Informatik
(IBFI), Schloss Dagstuhl, Germany},
year = {2007},
url = {http://drops.dagstuhl.de/opus/volltexte/2007/1257},
timestamp = {Thu, 10 Jun 2021 13:02:05 +0200},
biburl = {https://dblp.org/rec/conf/dagstuhl/AssentKMS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dbsk/AssentWS06,
author = {Ira Assent and
Marc Wichterich and
Thomas Seidl},
title = {Adaptable Distance Functions for Similarity-based Multimedia Retrieval},
journal = {Datenbank-Spektrum},
volume = {19},
pages = {23--31},
year = {2006},
url = {http://www.datenbank-spektrum.de/v2/archiv/beitrag.html?key=dbspektrum/AssentWS06\&\#38;nummer=19},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/dbsk/AssentWS06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/AssentWS06,
author = {Ira Assent and
Andrea Wenning and
Thomas Seidl},
editor = {Ling Liu and
Andreas Reuter and
Kyu{-}Young Whang and
Jianjun Zhang},
title = {Approximation Techniques for Indexing the Earth Mover's Distance in
Multimedia Databases},
booktitle = {Proceedings of the 22nd International Conference on Data Engineering,
{ICDE} 2006, 3-8 April 2006, Atlanta, GA, {USA}},
pages = {11},
publisher = {{IEEE} Computer Society},
year = {2006},
url = {https://doi.org/10.1109/ICDE.2006.25},
doi = {10.1109/ICDE.2006.25},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/AssentWS06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/AssentKKGS06,
author = {Ira Assent and
Ralph Krieger and
Boris Glavic and
Thomas Seidl},
title = {Spatial Multidimensional Sequence Clustering},
booktitle = {Workshops Proceedings of the 6th {IEEE} International Conference on
Data Mining {(ICDM} 2006), 18-22 December 2006, Hong Kong, China},
pages = {343--348},
publisher = {{IEEE} Computer Society},
year = {2006},
url = {https://doi.org/10.1109/ICDMW.2006.153},
doi = {10.1109/ICDMW.2006.153},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/AssentKKGS06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dagstuhl/AssentS06,
author = {Ira Assent and
Thomas Seidl},
editor = {Tim Crawford and
Remco C. Veltkamp},
title = {Efficient multi-step query processing for EMD-based similarity},
booktitle = {Content-Based Retrieval, 23.04. - 28.04.2006},
series = {Dagstuhl Seminar Proceedings},
volume = {06171},
publisher = {Internationales Begegnungs- und Forschungszentrum fuer Informatik
(IBFI), Schloss Dagstuhl, Germany},
year = {2006},
url = {http://drops.dagstuhl.de/opus/volltexte/2006/649},
timestamp = {Thu, 10 Jun 2021 13:02:07 +0200},
biburl = {https://dblp.org/rec/conf/dagstuhl/AssentS06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZakiPAS05,
author = {Mohammed Javeed Zaki and
Markus Peters and
Ira Assent and
Thomas Seidl},
editor = {Robert Grossman and
Roberto J. Bayardo and
Kristin P. Bennett},
title = {{CLICKS:} an effective algorithm for mining subspace clusters in categorical
datasets},
booktitle = {Proceedings of the Eleventh {ACM} {SIGKDD} International Conference
on Knowledge Discovery and Data Mining, Chicago, Illinois, USA, August
21-24, 2005},
pages = {736--742},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1081870.1081965},
doi = {10.1145/1081870.1081965},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ZakiPAS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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