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ORCIDBibTeX records: Daniele Apiletti
@inproceedings{DBLP:conf/edbt/GrecoVAC24,
author = {Salvatore Greco and
Bartolomeo Vacchetti and
Daniele Apiletti and
Tania Cerquitelli},
editor = {Letizia Tanca and
Qiong Luo and
Giuseppe Polese and
Loredana Caruccio and
Xavier Oriol and
Donatella Firmani},
title = {DriftLens: {A} Concept Drift Detection Tool},
booktitle = {Proceedings 27th International Conference on Extending Database Technology,
{EDBT} 2024, Paestum, Italy, March 25 - March 28},
pages = {806--809},
publisher = {OpenProceedings.org},
year = {2024},
url = {https://doi.org/10.48786/edbt.2024.75},
doi = {10.48786/EDBT.2024.75},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edbt/GrecoVAC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/MilitoneAM23,
author = {Gabriele Scaffidi Militone and
Daniele Apiletti and
Giovanni Malnati},
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 = {Combining fault-tolerant persistence and low-latency streaming access
to binary data for {AI} models},
booktitle = {{IEEE} International Conference on Big Data, BigData 2023, Sorrento,
Italy, December 15-18, 2023},
pages = {3149--3153},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/BigData59044.2023.10386896},
doi = {10.1109/BIGDATA59044.2023.10386896},
timestamp = {Fri, 02 Feb 2024 12:00:39 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/MilitoneAM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/evalita/KoudounasGBMCAB23,
author = {Alkis Koudounas and
Flavio Giobergia and
Irene Benedetto and
Simone Monaco and
Luca Cagliero and
Daniele Apiletti and
Elena Baralis},
editor = {Mirko Lai and
Stefano Menini and
Marco Polignano and
Valentina Russo and
Rachele Sprugnoli and
Giulia Venturi},
title = {ba{\unicode{55052}}tti at GeoLingIt: Beyond Boundaries, Enhancing
Geolocation Prediction and Dialect Classification on Social Media
in Italy},
booktitle = {Proceedings of the Eighth Evaluation Campaign of Natural Language
Processing and Speech Tools for Italian. Final Workshop {(EVALITA}
2023), Parma, Italy, September 7th-8th, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3473},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3473/paper16.pdf},
timestamp = {Tue, 05 Sep 2023 17:08:45 +0200},
biburl = {https://dblp.org/rec/conf/evalita/KoudounasGBMCAB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/VenturaGAC22,
author = {Francesco Ventura and
Salvatore Greco and
Daniele Apiletti and
Tania Cerquitelli},
title = {Trusting deep learning natural-language models via local and global
explanations},
journal = {Knowl. Inf. Syst.},
volume = {64},
number = {7},
pages = {1863--1907},
year = {2022},
url = {https://doi.org/10.1007/s10115-022-01690-9},
doi = {10.1007/S10115-022-01690-9},
timestamp = {Mon, 08 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/VenturaGAC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adbis/MonacoA22,
author = {Simone Monaco and
Daniele Apiletti},
editor = {Silvia Chiusano and
Tania Cerquitelli and
Robert Wrembel and
Kjetil N{\o}rv{\aa}g and
Barbara Catania and
Genoveva Vargas{-}Solar and
Ester Zumpano},
title = {Experimental Comparison of Theory-Guided Deep Learning Algorithms},
booktitle = {New Trends in Database and Information Systems - {ADBIS} 2022 Short
Papers, Doctoral Consortium and Workshops: DOING, K-GALS, MADEISD,
MegaData, SWODCH, Turin, Italy, September 5-8, 2022, Proceedings},
series = {Communications in Computer and Information Science},
volume = {1652},
pages = {256--265},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-15743-1\_24},
doi = {10.1007/978-3-031-15743-1\_24},
timestamp = {Sat, 10 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/adbis/MonacoA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ColombaFMGGABC22,
author = {Luca Colomba and
Alessandro Farasin and
Simone Monaco and
Salvatore Greco and
Paolo Garza and
Daniele Apiletti and
Elena Baralis and
Tania Cerquitelli},
editor = {Mohammad Al Hasan and
Li Xiong},
title = {A Dataset for Burned Area Delineation and Severity Estimation from
Satellite Imagery},
booktitle = {Proceedings of the 31st {ACM} International Conference on Information
{\&} Knowledge Management, Atlanta, GA, USA, October 17-21, 2022},
pages = {3893--3897},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3511808.3557528},
doi = {10.1145/3511808.3557528},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/ColombaFMGGABC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/MonacoBABCC22,
author = {Simone Monaco and
Paolo Bethaz and
Daniele Apiletti and
Fabrizio Pio Baldini and
Carlo Caso and
Tania Cerquitelli},
editor = {Maya Ramanath and
Themis Palpanas},
title = {Exploring waste-collection fleet data: challenges in a real-world
use case},
booktitle = {Proceedings of the Workshops of the {EDBT/ICDT} 2022 Joint Conference,
Edinburgh, UK, March 29, 2022},
series = {{CEUR} Workshop Proceedings},
volume = {3135},
publisher = {CEUR-WS.org},
year = {2022},
url = {https://ceur-ws.org/Vol-3135/darliap\_paper9.pdf},
timestamp = {Fri, 10 Mar 2023 16:23:45 +0100},
biburl = {https://dblp.org/rec/conf/edbt/MonacoBABCC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/CerquitelliVABM21,
author = {Tania Cerquitelli and
Francesco Ventura and
Daniele Apiletti and
Elena Baralis and
Enrico Macii and
Massimo Poncino},
title = {Enhancing manufacturing intelligence through an unsupervised data-driven
methodology for cyclic industrial processes},
journal = {Expert Syst. Appl.},
volume = {182},
pages = {115269},
year = {2021},
url = {https://doi.org/10.1016/j.eswa.2021.115269},
doi = {10.1016/J.ESWA.2021.115269},
timestamp = {Tue, 05 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/CerquitelliVABM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/MonacoBBSAJVCXV21,
author = {Simone Monaco and
Nicole Bussola and
Sara Butt{\`{o}} and
Diego Sona and
Daniele Apiletti and
Giuseppe Jurman and
Elisa Viola and
Marco Chierici and
Christodoulos Xinaris and
Vincenzo Viola},
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 = {Cyst segmentation on kidney tubules by means of U-Net deep-learning
models},
booktitle = {2021 {IEEE} International Conference on Big Data (Big Data), Orlando,
FL, USA, December 15-18, 2021},
pages = {3923--3926},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/BigData52589.2021.9671669},
doi = {10.1109/BIGDATA52589.2021.9671669},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/MonacoBBSAJVCXV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/MonacoPACFGB21,
author = {Simone Monaco and
Andrea Pasini and
Daniele Apiletti and
Luca Colomba and
Alessandro Farasin and
Paolo Garza and
Elena Baralis},
editor = {Constantinos Costa and
Evaggelia Pitoura},
title = {Double-Step deep learning framework to improve wildfire severity classification},
booktitle = {Proceedings of the Workshops of the {EDBT/ICDT} 2021 Joint Conference,
Nicosia, Cyprus, March 23, 2021},
series = {{CEUR} Workshop Proceedings},
volume = {2841},
publisher = {CEUR-WS.org},
year = {2021},
url = {https://ceur-ws.org/Vol-2841/DARLI-AP\_12.pdf},
timestamp = {Fri, 10 Mar 2023 16:23:45 +0100},
biburl = {https://dblp.org/rec/conf/edbt/MonacoPACFGB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-06697,
author = {Francesco Ventura and
Salvatore Greco and
Daniele Apiletti and
Tania Cerquitelli},
title = {Explaining the Deep Natural Language Processing by Mining Textual
Interpretable Features},
journal = {CoRR},
volume = {abs/2106.06697},
year = {2021},
url = {https://arxiv.org/abs/2106.06697},
eprinttype = {arXiv},
eprint = {2106.06697},
timestamp = {Tue, 15 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-06697.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/ProtoCACCMM20,
author = {Stefano Proto and
Evelina Di Corso and
Daniele Apiletti and
Luca Cagliero and
Tania Cerquitelli and
Giovanni Malnati and
Davide Mazzucchi},
title = {REDTag: {A} Predictive Maintenance Framework for Parcel Delivery Services},
journal = {{IEEE} Access},
volume = {8},
pages = {14953--14964},
year = {2020},
url = {https://doi.org/10.1109/ACCESS.2020.2966568},
doi = {10.1109/ACCESS.2020.2966568},
timestamp = {Fri, 07 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/ProtoCACCMM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/computing/RengaAGNHZMB20,
author = {Daniela Renga and
Daniele Apiletti and
Danilo Giordano and
Matteo Nisi and
Tao Huang and
Yang Zhang and
Marco Mellia and
Elena Baralis},
title = {Data-driven exploratory models of an electric distribution network
for fault prediction and diagnosis},
journal = {Computing},
volume = {102},
number = {5},
pages = {1199--1211},
year = {2020},
url = {https://doi.org/10.1007/s00607-019-00781-w},
doi = {10.1007/S00607-019-00781-W},
timestamp = {Fri, 05 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/computing/RengaAGNHZMB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijmir/KavoosifarABGH20,
author = {Mohammad Reza Kavoosifar and
Daniele Apiletti and
Elena Baralis and
Paolo Garza and
Benoit Huet},
title = {Effective video hyperlinking by means of enriched feature sets and
monomodal query combinations},
journal = {Int. J. Multim. Inf. Retr.},
volume = {9},
number = {3},
pages = {215--227},
year = {2020},
url = {https://doi.org/10.1007/s13735-019-00173-y},
doi = {10.1007/S13735-019-00173-Y},
timestamp = {Thu, 06 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijmir/KavoosifarABGH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/MonacoPACGB20,
author = {Simone Monaco and
Andrea Pasini and
Daniele Apiletti and
Luca Colomba and
Paolo Garza and
Elena Baralis},
editor = {Xintao Wu and
Chris Jermaine and
Li Xiong and
Xiaohua Hu and
Olivera Kotevska and
Siyuan Lu and
Weija Xu and
Srinivas Aluru and
Chengxiang Zhai and
Eyhab Al{-}Masri and
Zhiyuan Chen and
Jeff Saltz},
title = {Improving Wildfire Severity Classification of Deep Learning U-Nets
from Satellite Images},
booktitle = {2020 {IEEE} International Conference on Big Data {(IEEE} BigData 2020),
Atlanta, GA, USA, December 10-13, 2020},
pages = {5786--5788},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/BigData50022.2020.9377867},
doi = {10.1109/BIGDATA50022.2020.9377867},
timestamp = {Fri, 19 Nov 2021 16:08:20 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/MonacoPACGB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/compsac/AttanasioGPVBCG20,
author = {Giuseppe Attanasio and
Flavio Giobergia and
Andrea Pasini and
Francesco Ventura and
Elena Baralis and
Luca Cagliero and
Paolo Garza and
Daniele Apiletti and
Tania Cerquitelli and
Silvia Chiusano},
title = {{DSLE:} {A} Smart Platform for Designing Data Science Competitions},
booktitle = {44th {IEEE} Annual Computers, Software, and Applications Conference,
{COMPSAC} 2020, Madrid, Spain, July 13-17, 2020},
pages = {133--142},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/COMPSAC48688.2020.00026},
doi = {10.1109/COMPSAC48688.2020.00026},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/compsac/AttanasioGPVBCG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/ApilettiPCB20,
author = {Daniele Apiletti and
Eliana Pastor and
Riccardo Call{\`{a}} and
Elena Baralis},
editor = {Alexandra Poulovassilis and
David Auber and
Nikos Bikakis and
Panos K. Chrysanthis and
George Papastefanatos and
Mohamed A. Sharaf and
Nikos Pelekis and
Chiara Renso and
Yannis Theodoridis and
Karine Zeitouni and
Tania Cerquitelli and
Silvia Chiusano and
Genoveva Vargas{-}Solar and
Behrooz Omidvar{-}Tehrani and
Katharina Morik and
Jean{-}Michel Renders and
Donatella Firmani and
Letizia Tanca and
Davide Mottin and
Matteo Lissandrini and
Yannis Velegrakis},
title = {Evaluating espresso coffee quality by means of time-series feature
engineering},
booktitle = {Proceedings of the Workshops of the {EDBT/ICDT} 2020 Joint Conference,
Copenhagen, Denmark, March 30, 2020},
series = {{CEUR} Workshop Proceedings},
volume = {2578},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2578/DARLIAP5.pdf},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edbt/ApilettiPCB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-03854,
author = {Fotios Petropoulos and
Daniele Apiletti and
Vassilios Assimakopoulos and
Mohamed Zied Babai and
Devon K. Barrow and
Souhaib Ben Taieb and
Christoph Bergmeir and
Ricardo J. Bessa and
Jakub Bijak and
John E. Boylan and
Jethro Browell and
Claudio Carnevale and
Jennifer L. Castle and
Pasquale Cirillo and
Michael P. Clements and
Clara Cordeiro and
Fernando Luiz Cyrino Oliveira and
Shari De Baets and
Alexander Dokumentov and
Joanne Ellison and
Piotr Fiszeder and
Philip Hans Franses and
David T. Frazier and
Michael Gilliland and
Mustafa Sinan G{\"{o}}n{\"{u}}l and
Paul Goodwin and
Luigi Grossi and
Yael Grushka{-}Cockayne and
Mariangela Guidolin and
Massimo Guidolin and
Ulrich Gunter and
Xiaojia Guo and
Renato Guseo and
Nigel Harvey and
David F. Hendry and
Ross Hollyman and
Tim Januschowski and
Jooyoung Jeon and
Victor Richmond R. Jose and
Yanfei Kang and
Anne B. Koehler and
Stephan Kolassa and
Nikolaos Kourentzes and
Sonia Leva and
Feng Li},
title = {Forecasting: theory and practice},
journal = {CoRR},
volume = {abs/2012.03854},
year = {2020},
url = {https://doi.org/10.48550/arXiv.2012.03854},
doi = {10.48550/ARXIV.2012.03854},
eprinttype = {arXiv},
eprint = {2012.03854},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-03854.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdata/ProtoVACBMM19,
author = {Stefano Proto and
Francesco Ventura and
Daniele Apiletti and
Tania Cerquitelli and
Elena Baralis and
Enrico Macii and
Alberto Macii},
editor = {Elisa Bertino and
Carl K. Chang and
Peter Chen and
Ernesto Damiani and
Michael Goul and
Katsunori Oyama},
title = {PREMISES, a Scalable Data-Driven Service to Predict Alarms in Slowly-Degrading
Multi-Cycle Industrial Processes},
booktitle = {2019 {IEEE} International Congress on Big Data, BigData Congress 2019,
Milan, Italy, July 8-13, 2019},
pages = {139--143},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/BigDataCongress.2019.00032},
doi = {10.1109/BIGDATACONGRESS.2019.00032},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bigdata/ProtoVACBMM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdata/VenturaPACPBMM19,
author = {Francesco Ventura and
Stefano Proto and
Daniele Apiletti and
Tania Cerquitelli and
Simone Panicucci and
Elena Baralis and
Enrico Macii and
Alberto Macii},
editor = {Elisa Bertino and
Carl K. Chang and
Peter Chen and
Ernesto Damiani and
Michael Goul and
Katsunori Oyama},
title = {A New Unsupervised Predictive-Model Self-Assessment Approach That
SCALEs},
booktitle = {2019 {IEEE} International Congress on Big Data, BigData Congress 2019,
Milan, Italy, July 8-13, 2019},
pages = {144--148},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/BigDataCongress.2019.00033},
doi = {10.1109/BIGDATACONGRESS.2019.00033},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bigdata/VenturaPACPBMM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/birte/CerquitelliPVAB19,
author = {Tania Cerquitelli and
Stefano Proto and
Francesco Ventura and
Daniele Apiletti and
Elena Baralis},
title = {Towards a real-time unsupervised estimation of predictive model degradation},
booktitle = {Proceedings of the International Workshop on Real-Time Business Intelligence
and Analytics, {BIRTE} 2019, Los Angeles, CA, USA, August 26, 2019},
pages = {5:1--5:6},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3350489.3350494},
doi = {10.1145/3350489.3350494},
timestamp = {Wed, 09 Oct 2019 17:10:24 +0200},
biburl = {https://dblp.org/rec/conf/birte/CerquitelliPVAB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/NisiRAGHZMB19,
author = {Matteo Nisi and
Daniela Renga and
Daniele Apiletti and
Danilo Giordano and
Tao Huang and
Yang Zhang and
Marco Mellia and
Elena Baralis},
editor = {Paolo Papotti},
title = {Transparently Mining Data from a Medium-voltage Distribution Network:
{A} Prognostic-diagnostic Analysis},
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/DARLIAP\_11.pdf},
timestamp = {Fri, 10 Mar 2023 16:23:45 +0100},
biburl = {https://dblp.org/rec/conf/edbt/NisiRAGHZMB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-08120,
author = {Tania Cerquitelli and
Stefano Proto and
Francesco Ventura and
Daniele Apiletti and
Elena Baralis},
title = {Automating concept-drift detection by self-evaluating predictive model
degradation},
journal = {CoRR},
volume = {abs/1907.08120},
year = {2019},
url = {http://arxiv.org/abs/1907.08120},
eprinttype = {arXiv},
eprint = {1907.08120},
timestamp = {Tue, 23 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-08120.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ispa/ApilettiBCMMPV18,
author = {Daniele Apiletti and
Claudia Barberis and
Tania Cerquitelli and
Alberto Macii and
Enrico Macii and
Massimo Poncino and
Francesco Ventura},
editor = {Jinjun Chen and
Laurence T. Yang},
title = {iSTEP, an Integrated Self-Tuning Engine for Predictive Maintenance
in Industry 4.0},
booktitle = {{IEEE} International Conference on Parallel {\&} Distributed Processing
with Applications, Ubiquitous Computing {\&} Communications, Big
Data {\&} Cloud Computing, Social Computing {\&} Networking,
Sustainable Computing {\&} Communications, ISPA/IUCC/BDCloud/SocialCom/SustainCom
2018, Melbourne, Australia, December 11-13, 2018},
pages = {924--931},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/BDCloud.2018.00136},
doi = {10.1109/BDCLOUD.2018.00136},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ispa/ApilettiBCMMPV18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bdr/ApilettiBCGPV17,
author = {Daniele Apiletti and
Elena Baralis and
Tania Cerquitelli and
Paolo Garza and
Fabio Pulvirenti and
Luca Venturini},
title = {Frequent Itemsets Mining for Big Data: {A} Comparative Analysis},
journal = {Big Data Res.},
volume = {9},
pages = {67--83},
year = {2017},
url = {https://doi.org/10.1016/j.bdr.2017.06.006},
doi = {10.1016/J.BDR.2017.06.006},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bdr/ApilettiBCGPV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bdr/ApilettiBCGPM17,
author = {Daniele Apiletti and
Elena Baralis and
Tania Cerquitelli and
Paolo Garza and
Fabio Pulvirenti and
Pietro Michiardi},
title = {A Parallel MapReduce Algorithm to Efficiently Support Itemset Mining
on High Dimensional Data},
journal = {Big Data Res.},
volume = {10},
pages = {53--69},
year = {2017},
url = {https://doi.org/10.1016/j.bdr.2017.10.004},
doi = {10.1016/J.BDR.2017.10.004},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bdr/ApilettiBCGPM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnsm/ApilettiBCGGMV16,
author = {Daniele Apiletti and
Elena Baralis and
Tania Cerquitelli and
Paolo Garza and
Danilo Giordano and
Marco Mellia and
Luca Venturini},
title = {SeLINA: {A} Self-Learning Insightful Network Analyzer},
journal = {{IEEE} Trans. Netw. Serv. Manag.},
volume = {13},
number = {3},
pages = {696--710},
year = {2016},
url = {https://doi.org/10.1109/TNSM.2016.2597443},
doi = {10.1109/TNSM.2016.2597443},
timestamp = {Thu, 27 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnsm/ApilettiBCGGMV16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adbis/VenturiniGA16,
author = {Luca Venturini and
Paolo Garza and
Daniele Apiletti},
editor = {Mirjana Ivanovic and
Bernhard Thalheim and
Barbara Catania and
Klaus{-}Dieter Schewe and
Marite Kirikova and
Petr Saloun and
Ajantha Dahanayake and
Tania Cerquitelli and
Elena Baralis and
Pietro Michiardi},
title = {{BAC:} {A} Bagged Associative Classifier for Big Data Frameworks},
booktitle = {New Trends in Databases and Information Systems - {ADBIS} 2016 Short
Papers and Workshops, BigDap, DCSA, DC, Prague, Czech Republic, August
28-31, 2016, Proceedings},
series = {Communications in Computer and Information Science},
volume = {637},
pages = {137--146},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-44066-8\_15},
doi = {10.1007/978-3-319-44066-8\_15},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/adbis/VenturiniGA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/noms/ApilettiBCGV16,
author = {Daniele Apiletti and
Elena Baralis and
Tania Cerquitelli and
Paolo Garza and
Luca Venturini},
editor = {Sema Oktug and
Mehmet Ulema and
Cicek Cavdar and
Lisandro Zambenedetti Granville and
Carlos Raniery Paula dos Santos},
title = {SaFe-NeC: {A} scalable and flexible system for network data characterization},
booktitle = {2016 {IEEE/IFIP} Network Operations and Management Symposium, {NOMS}
2016, Istanbul, Turkey, April 25-29, 2016},
pages = {812--816},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/NOMS.2016.7502905},
doi = {10.1109/NOMS.2016.7502905},
timestamp = {Wed, 16 Oct 2019 14:14:54 +0200},
biburl = {https://dblp.org/rec/conf/noms/ApilettiBCGV16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adbis/ApilettiGP15,
author = {Daniele Apiletti and
Paolo Garza and
Fabio Pulvirenti},
editor = {Tadeusz Morzy and
Patrick Valduriez and
Ladjel Bellatreche},
title = {A Review of Scalable Approaches for Frequent Itemset Mining},
booktitle = {New Trends in Databases and Information Systems - {ADBIS} 2015 Short
Papers and Workshops, BigDap, DCSA, GID, MEBIS, OAIS, SW4CH, WISARD,
Poitiers, France, September 8-11, 2015. Proceedings},
series = {Communications in Computer and Information Science},
volume = {539},
pages = {243--247},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-23201-0\_27},
doi = {10.1007/978-3-319-23201-0\_27},
timestamp = {Mon, 29 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/adbis/ApilettiGP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdata/AcquavivaAABBCC15,
author = {Andrea Acquaviva and
Daniele Apiletti and
Antonio Attanasio and
Elena Baralis and
Lorenzo Bottaccioli and
Federico Boni Castagnetti and
Tania Cerquitelli and
Silvia Chiusano and
Enrico Macii and
Dario Martellacci and
Edoardo Patti},
editor = {Barbara Carminati and
Latifur Khan},
title = {Energy Signature Analysis: Knowledge at Your Fingertips},
booktitle = {2015 {IEEE} International Congress on Big Data, New York City, NY,
USA, June 27 - July 2, 2015},
pages = {543--550},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/BigDataCongress.2015.85},
doi = {10.1109/BIGDATACONGRESS.2015.85},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/bigdata/AcquavivaAABBCC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/Acquaviva15,
author = {Andrea Acquaviva and
Daniele Apiletti and
Antonio Attanasio and
Elena Baralis and
Federico Boni Castagnetti and
Tania Cerquitelli and
Silvia Chiusano and
Enrico Macii and
Dario Martellacci and
Edoardo Patti},
editor = {Peter M. Fischer and
Gustavo Alonso and
Marcelo Arenas and
Floris Geerts},
title = {Enhancing Energy Awareness Through the Analysis of Thermal Energy
Consumption},
booktitle = {Proceedings of the Workshops of the {EDBT/ICDT} 2015 Joint Conference
(EDBT/ICDT), Brussels, Belgium, March 27th, 2015},
series = {{CEUR} Workshop Proceedings},
volume = {1330},
pages = {64--71},
publisher = {CEUR-WS.org},
year = {2015},
url = {https://ceur-ws.org/Vol-1330/paper-12.pdf},
timestamp = {Fri, 10 Mar 2023 16:23:45 +0100},
biburl = {https://dblp.org/rec/conf/edbt/Acquaviva15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ApilettiBCGMP15,
author = {Daniele Apiletti and
Elena Baralis and
Tania Cerquitelli and
Paolo Garza and
Pietro Michiardi and
Fabio Pulvirenti},
title = {PaMPa-HD: {A} Parallel MapReduce-Based Frequent Pattern Miner for
High-Dimensional Data},
booktitle = {{IEEE} International Conference on Data Mining Workshop, {ICDMW} 2015,
Atlantic City, NJ, USA, November 14-17, 2015},
pages = {839--846},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/ICDMW.2015.18},
doi = {10.1109/ICDMW.2015.18},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ApilettiBCGMP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adbis/ApilettiF13,
author = {Daniele Apiletti and
Fabio Forno},
editor = {Barbara Catania and
Tania Cerquitelli and
Silvia Chiusano and
Giovanna Guerrini and
Mirko K{\"{a}}mpf and
Alfons Kemper and
Boris Novikov and
Themis Palpanas and
Jaroslav Pokorn{\'{y}} and
Athena Vakali},
title = {Desidoo, a Big-Data Application to Join the Online and Real-World
Marketplaces},
booktitle = {New Trends in Databases and Information Systems, 17th East European
Conference on Advances in Databases and Information Systems, {ADBIS}
2013, Genoa, Italy, September 1-4, 2013. Proceedings {II}},
series = {Advances in Intelligent Systems and Computing},
volume = {241},
pages = {169--175},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-319-01863-8\_19},
doi = {10.1007/978-3-319-01863-8\_19},
timestamp = {Sat, 23 Dec 2017 15:05:57 +0100},
biburl = {https://dblp.org/rec/conf/adbis/ApilettiF13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sebd/ApilettiBCCG13,
author = {Daniele Apiletti and
Elena Baralis and
Tania Cerquitelli and
Silvia Chiusano and
Luigi Grimaudo},
editor = {Francesco Buccafurri and
Domenico Sacc{\`{a}}},
title = {Association Rule Mining as a Cloud-Based Service},
booktitle = {21st Italian Symposium on Advanced Database Systems, {SEBD} 2013,
Roccella Jonica, Reggio Calabria, Italy, June 30 - July 4, 2013},
pages = {461--468},
publisher = {Curran Associates},
year = {2013},
timestamp = {Tue, 14 Nov 2017 16:36:25 +0100},
biburl = {https://dblp.org/rec/conf/sebd/ApilettiBCCG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/trustcom/ApilettiBCCG13,
author = {Daniele Apiletti and
Elena Baralis and
Tania Cerquitelli and
Silvia Chiusano and
Luigi Grimaudo},
title = {SeaRum: {A} Cloud-Based Service for Association Rule Mining},
booktitle = {12th {IEEE} International Conference on Trust, Security and Privacy
in Computing and Communications, TrustCom 2013 / 11th {IEEE} International
Symposium on Parallel and Distributed Processing with Applications,
{ISPA-13} / 12th {IEEE} International Conference on Ubiquitous Computing
and Communications, IUCC-2013, Melbourne, Australia, July 16-18, 2013},
pages = {1283--1290},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/TrustCom.2013.153},
doi = {10.1109/TRUSTCOM.2013.153},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/trustcom/ApilettiBCCG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/ApilettiBBF12,
author = {Daniele Apiletti and
Elena Baralis and
Giulia Bruno and
Alessandro Fiori},
title = {MaskedPainter: Feature selection for microarray data analysis},
journal = {Intell. Data Anal.},
volume = {16},
number = {4},
pages = {717--737},
year = {2012},
url = {https://doi.org/10.3233/IDA-2012-0546},
doi = {10.3233/IDA-2012-0546},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ida/ApilettiBBF12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/ApilettiBC11,
author = {Daniele Apiletti and
Elena Baralis and
Tania Cerquitelli},
title = {Energy-saving models for wireless sensor networks},
journal = {Knowl. Inf. Syst.},
volume = {28},
number = {3},
pages = {615--644},
year = {2011},
url = {https://doi.org/10.1007/s10115-010-0328-6},
doi = {10.1007/S10115-010-0328-6},
timestamp = {Tue, 06 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/ApilettiBC11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cn/ApilettiBCD09,
author = {Daniele Apiletti and
Elena Baralis and
Tania Cerquitelli and
Vincenzo D'Elia},
title = {Characterizing network traffic by means of the NetMine framework},
journal = {Comput. Networks},
volume = {53},
number = {6},
pages = {774--789},
year = {2009},
url = {https://doi.org/10.1016/j.comnet.2008.12.011},
doi = {10.1016/J.COMNET.2008.12.011},
timestamp = {Wed, 19 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cn/ApilettiBCD09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/titb/ApilettiBBC09,
author = {Daniele Apiletti and
Elena Baralis and
Giulia Bruno and
Tania Cerquitelli},
title = {Real-Time Analysis of Physiological Data to Support Medical Applications},
journal = {{IEEE} Trans. Inf. Technol. Biomed.},
volume = {13},
number = {3},
pages = {313--321},
year = {2009},
url = {https://doi.org/10.1109/TITB.2008.2010702},
doi = {10.1109/TITB.2008.2010702},
timestamp = {Wed, 13 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/titb/ApilettiBBC09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/ApilettiBFB09,
author = {Daniele Apiletti and
Giulia Bruno and
Elisa Ficarra and
Elena Baralis},
editor = {Amandeep S. Sidhu and
Tharam S. Dillon},
title = {Extraction of Constraints from Biological Data},
booktitle = {Biomedical Data and Applications},
series = {Studies in Computational Intelligence},
volume = {224},
pages = {169--186},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-02193-0\_7},
doi = {10.1007/978-3-642-02193-0\_7},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/sci/ApilettiBFB09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sebd/ApilettiBCD08,
author = {Daniele Apiletti and
Elena Baralis and
Tania Cerquitelli and
Vincenzo D'Elia},
editor = {Salvatore Gaglio and
Ignazio Infantino and
Domenico Sacc{\`{a}}},
title = {Generalized association rules to support Network Digest analysis},
booktitle = {Proceedings of the Sixteenth Italian Symposium on Advanced Database
Systems, {SEBD} 2008, 22-25 June 2008, Mondello, PA, Italy},
pages = {101--108},
year = {2008},
timestamp = {Wed, 30 Jul 2008 22:08:18 +0200},
biburl = {https://dblp.org/rec/conf/sebd/ApilettiBCD08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/ApilettiBBC08,
author = {Daniele Apiletti and
Elena Baralis and
Giulia Bruno and
Tania Cerquitelli},
editor = {Panagiotis Chountas and
Ilias Petrounias and
Janusz Kacprzyk},
title = {Real-Time Individuation of Global Unsafe Anomalies and Alarm Activation},
booktitle = {Intelligent Techniques and Tools for Novel System Architectures},
volume = {109},
pages = {219--236},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-77623-9\_13},
doi = {10.1007/978-3-540-77623-9\_13},
timestamp = {Sat, 30 Sep 2023 10:30:33 +0200},
biburl = {https://dblp.org/rec/series/sci/ApilettiBBC08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cbms/ApilettiBBC07,
author = {Daniele Apiletti and
Elena Baralis and
Giulia Bruno and
Tania Cerquitelli},
title = {SAPhyRA: Stream Analysis for Physiological Risk Assessment},
booktitle = {20th {IEEE} International Symposium on Computer-Based Medical Systems
{(CBMS} 2007), 20-22 June 2007, Maribor, Slovenia},
pages = {193--198},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/CBMS.2007.95},
doi = {10.1109/CBMS.2007.95},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cbms/ApilettiBBC07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jib/ApilettiBFB06,
author = {Daniele Apiletti and
Giulia Bruno and
Elisa Ficarra and
Elena Baralis},
title = {Data Cleaning and Semantic Improvement in Biological Databases},
journal = {J. Integr. Bioinform.},
volume = {3},
number = {2},
year = {2006},
url = {https://doi.org/10.2390/biecoll-jib-2006-40},
doi = {10.2390/BIECOLL-JIB-2006-40},
timestamp = {Tue, 14 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jib/ApilettiBFB06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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