% csauthors.net - beta - BibTeX bibliography of Anna Monreale
@inproceedings{conf/esorics/PensaMPP08,
title = {Pattern-Preserving k-Anonymization of Sequences and its Application to Mobil- ity Data Mining.},
year = {2008},
booktitle = {PiLBA},
author = {{Ruggero G. Pensa} and {Anna Monreale} and {Fabio Pinelli} and {Dino Pedreschi}},
publisher = {CEUR-WS.org},
booktitle = {Proceedings of the 1st International Workshop on Privacy in Location-Based Applications, Malaga, Spain, October 9, 2008}
}
@inproceedings{conf/mobiquitous/PinelliMTG08,
title = {Location prediction within the mobility data analysis environment DAEDALUS.},
year = {2008},
booktitle = {MobiQuitous},
author = {{Fabio Pinelli} and {Anna Monreale} and {Roberto Trasarti} and {Fosca Giannotti}},
publisher = {ICST / ACM},
booktitle = {5th Annual International Conference on Mobile and Ubiquitous Systems: Computing, Networking, and Services, MobiQuitous 2008, July 21-25, 2008, Dublin, Ireland}
}
@inproceedings{conf/gis/AndrienkoAGMP09,
title = {Movement data anonymity through generalization.},
year = {2009},
booktitle = {SPRINGL},
author = {{Gennady L. Andrienko} and {Natalia V. Andrienko} and {Fosca Giannotti} and {Anna Monreale} and {Dino Pedreschi}},
publisher = {ACM},
booktitle = {Proceedings of the 2nd SIGSPATIAL ACM GIS 2009 International Workshop on Security and Privacy in GIS and LBS, SPRINGL 2009, November 3, 2009, Seattle, WA, USA}
}
@inproceedings{conf/kdd/MonrealePTG09,
title = {WhereNext: a location predictor on trajectory pattern mining.},
year = {2009},
booktitle = {KDD},
author = {{Anna Monreale} and {Fabio Pinelli} and {Roberto Trasarti} and {Fosca Giannotti}},
publisher = {ACM},
booktitle = {Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28 - July 1, 2009}
}
@inproceedings{conf/sebd/PensaMPP09,
title = {Anonymous Sequences from Trajectory Data.},
year = {2009},
booktitle = {SEBD},
author = {{Ruggero G. Pensa} and {Anna Monreale} and {Fabio Pinelli} and {Dino Pedreschi}},
publisher = {Edizioni Seneca},
booktitle = {Proceedings of the Seventeenth Italian Symposium on Advanced Database Systems, SEBD 2009, Camogli, Italy, June 21-24, 2009}
}
@inproceedings{conf/gis/MonrealeTRPB10,
title = {Preserving privacy in semantic-rich trajectories of human mobility.},
year = {2010},
booktitle = {SPRINGL},
author = {{Anna Monreale} and {Roberto Trasarti} and {Chiara Renso} and {Dino Pedreschi} and {Vania Bogorny}},
publisher = {ACM},
booktitle = {Proceedings of the 3rd ACM SIGSPATIAL International Workshop on Security and Privacy in GIS and LBS, SPRINGL 2010, November 2, 2010, San Jose, California, USA, Proceedings}
}
@inproceedings{conf/icde/BerlingerioCGMP10,
title = {Towards discovery of eras in social networks.},
year = {2010},
booktitle = {ICDE Workshops},
author = {{Michele Berlingerio} and {Michele Coscia} and {Fosca Giannotti} and {Anna Monreale} and {Dino Pedreschi}},
publisher = {IEEE Computer Society},
booktitle = {Workshops Proceedings of the 26th International Conference on Data Engineering, ICDE 2010, March 1-6, 2010, Long Beach, California, USA}
}
@inproceedings{conf/pakdd/BerlingerioCGMP10,
title = {As Time Goes by: Discovering Eras in Evolving Social Networks.},
year = {2010},
booktitle = {PAKDD (1)},
author = {{Michele Berlingerio} and {Michele Coscia} and {Fosca Giannotti} and {Anna Monreale} and {Dino Pedreschi}},
publisher = {Springer},
booktitle = {Advances in Knowledge Discovery and Data Mining, 14th Pacific-Asia Conference, PAKDD 2010, Hyderabad, India, June 21-24, 2010. Proceedings. Part I}
}
@inproceedings{conf/pkdd/TrasartiRPNMRPG10,
title = {Exploring Real Mobility Data with M-Atlas.},
year = {2010},
booktitle = {ECML/PKDD (3)},
author = {{Roberto Trasarti} and {Salvatore Rinzivillo} and {Fabio Pinelli} and {Mirco Nanni} and {Anna Monreale} and {Chiara Renso} and {Dino Pedreschi} and {Fosca Giannotti}},
publisher = {Springer},
booktitle = {Machine Learning and Knowledge Discovery in Databases, European Conference, ECML PKDD 2010, Barcelona, Spain, September 20-24, 2010, Proceedings, Part III}
}
@inproceedings{conf/sebd/BerlingerioCGMP10,
title = {Discovering Eras in Evolving Social Networks (Extended Abstract).},
year = {2010},
booktitle = {SEBD},
author = {{Michele Berlingerio} and {Michele Coscia} and {Fosca Giannotti} and {Anna Monreale} and {Dino Pedreschi}},
publisher = {Esculapio Editore},
booktitle = {Proceedings of the Eighteenth Italian Symposium on Advanced Database Systems, SEBD 2010, Rimini, Italy, June 20-23, 2010}
}
@inproceedings{conf/sebd/MonrealePTG10,
title = {Location Prediction through Trajectory Pattern Mining (Extended Abstract).},
year = {2010},
booktitle = {SEBD},
author = {{Anna Monreale} and {Fabio Pinelli} and {Roberto Trasarti} and {Fosca Giannotti}},
publisher = {Esculapio Editore},
booktitle = {Proceedings of the Eighteenth Italian Symposium on Advanced Database Systems, SEBD 2010, Rimini, Italy, June 20-23, 2010}
}
@article{journals/tdp/MonrealeAAGPRW10,
title = {Movement Data Anonymity through Generalization.},
year = {2010},
journal = {Trans. Data Priv.},
author = {{Anna Monreale} and {Gennady L. Andrienko} and {Natalia V. Andrienko} and {Fosca Giannotti} and {Dino Pedreschi} and {Salvatore Rinzivillo} and {Stefan Wrobel}}
}
@incollection{books/sp/cpdp11/GiannottiLMPW11,
title = {Privacy-Preserving Data Mining from Outsourced Databases.},
year = {2011},
booktitle = {Computers, Privacy and Data Protection},
author = {{Fosca Giannotti} and {Laks V. S. Lakshmanan} and {Anna Monreale} and {Dino Pedreschi} and {Wendy Hui Wang}},
publisher = {Springer},
booktitle = {Computers, Privacy and Data Protection: an Element of Choice}
}
@inproceedings{conf/asunam/BerlingerioCGMP11,
title = {Foundations of Multidimensional Network Analysis.},
year = {2011},
booktitle = {ASONAM},
author = {{Michele Berlingerio} and {Michele Coscia} and {Fosca Giannotti} and {Anna Monreale} and {Dino Pedreschi}},
publisher = {IEEE Computer Society},
booktitle = {International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2011, Kaohsiung, Taiwan, 25-27 July 2011}
}
@article{journals/jocs/BerlingerioCGMP11,
title = {The pursuit of hubbiness: Analysis of hubs in large multidimensional networks.},
year = {2011},
journal = {J. Comput. Sci.},
author = {{Michele Berlingerio} and {Michele Coscia} and {Fosca Giannotti} and {Anna Monreale} and {Dino Pedreschi}}
}
@article{journals/tdp/MonrealeTPRB11,
title = {C-safety: a framework for the anonymization of semantic trajectories.},
year = {2011},
journal = {Trans. Data Priv.},
author = {{Anna Monreale} and {Roberto Trasarti} and {Dino Pedreschi} and {Chiara Renso} and {Vania Bogorny}}
}
@phdthesis{phd/it/Monreale11,
title = {Privacy by Design in Data Mining.},
year = {2011},
author = {{Anna Monreale}}
}
@inproceedings{conf/icdm/HajianMPDG12,
title = {Injecting Discrimination and Privacy Awareness Into Pattern Discovery.},
year = {2012},
booktitle = {ICDM Workshops},
author = {{Sara Hajian} and {Anna Monreale} and {Dino Pedreschi} and {Josep Domingo-Ferrer} and {Fosca Giannotti}},
publisher = {IEEE Computer Society},
booktitle = {12th IEEE International Conference on Data Mining Workshops, ICDM Workshops, Brussels, Belgium, December 10, 2012}
}
@inproceedings{conf/pkdd/LiuWMPGG12,
title = {AUDIO: An Integrity Auditing Framework of Outlier-Mining-as-a-Service Systems.},
year = {2012},
booktitle = {ECML/PKDD (2)},
author = {{Ruilin Liu} and {Wendy Hui Wang} and {Anna Monreale} and {Dino Pedreschi} and {Fosca Giannotti} and {Wenge Guo}},
publisher = {Springer},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2012, Bristol, UK, September 24-28, 2012. Proceedings, Part II}
}
@inproceedings{conf/socialcom/BachiCMG12,
title = {Classifying Trust/Distrust Relationships in Online Social Networks.},
year = {2012},
booktitle = {SocialCom/PASSAT},
author = {{Giacomo Bachi} and {Michele Coscia} and {Anna Monreale} and {Fosca Giannotti}},
publisher = {IEEE Computer Society},
booktitle = {2012 International Conference on Privacy, Security, Risk and Trust, PASSAT 2012, and 2012 International Confernece on Social Computing, SocialCom 2012, Amsterdam, Netherlands, September 3-5, 2012}
}
@incollection{books/cu/p/GiannottiMP13,
title = {Mobility Data and Privacy.},
year = {2013},
booktitle = {Mobility Data},
author = {{Fosca Giannotti} and {Anna Monreale} and {Dino Pedreschi}},
publisher = {Cambridge University Press},
booktitle = {Mobility Data: Modeling, Management, and Understanding}
}
@incollection{books/sp/edp13/MascettiMRG13,
title = {Anonymity: A Comparison Between the Legal and Computer Science Perspectives.},
year = {2013},
booktitle = {European Data Protection},
author = {{Sergio Mascetti} and {Anna Monreale} and {Annarita Ricci} and {Andrea Gerino}},
publisher = {Springer},
booktitle = {European Data Protection: Coming of Age}
}
@inproceedings{conf/agile/MonrealeWPRPAA13,
title = {Privacy-Preserving Distributed Movement Data Aggregation.},
year = {2013},
booktitle = {AGILE Conf.},
author = {{Anna Monreale} and {Wendy Hui Wang} and {Francesca Pratesi} and {Salvatore Rinzivillo} and {Dino Pedreschi} and {Gennady L. Andrienko} and {Natalia V. Andrienko}},
publisher = {Springer},
booktitle = {Geographic Information Science at the Heart of Europe - International AGILE'2013 Conference, Leuven, Belgium, 14-17 May 2013}
}
@inproceedings{conf/icdm/MilliMRGPS13,
title = {Quantification Trees.},
year = {2013},
booktitle = {ICDM},
author = {{Letizia Milli} and {Anna Monreale} and {Giulio Rossetti} and {Fosca Giannotti} and {Dino Pedreschi} and {Fabrizio Sebastiani 001}},
publisher = {IEEE Computer Society},
booktitle = {2013 IEEE 13th International Conference on Data Mining, Dallas, TX, USA, December 7-10, 2013}
}
@inproceedings{conf/sebd/MagnaniMRG13,
title = {On multidimensional network measures.},
year = {2013},
booktitle = {SEBD},
author = {{Matteo Magnani} and {Anna Monreale} and {Giulio Rossetti} and {Fosca Giannotti}},
publisher = {Curran Associates},
booktitle = {21st Italian Symposium on Advanced Database Systems, SEBD 2013, Roccella Jonica, Reggio Calabria, Italy, June 30 - July 4, 2013.}
}
@inproceedings{conf/sebd/PratesiMWRPAA13,
title = {Privacy-Aware Distributed Mobility Data Analytics.},
year = {2013},
booktitle = {SEBD},
author = {{Francesca Pratesi} and {Anna Monreale} and {Hui Wang 013} and {Salvatore Rinzivillo} and {Dino Pedreschi} and {Gennady L. Andrienko} and {Natalia V. Andrienko}},
publisher = {Curran Associates},
booktitle = {21st Italian Symposium on Advanced Database Systems, SEBD 2013, Roccella Jonica, Reggio Calabria, Italy, June 30 - July 4, 2013.}
}
@article{journals/ida/BerlingerioCGMP13,
title = {Evolving networks: Eras and turning points.},
year = {2013},
journal = {Intell. Data Anal.},
author = {{Michele Berlingerio} and {Michele Coscia} and {Fosca Giannotti} and {Anna Monreale} and {Dino Pedreschi}}
}
@article{journals/sj/GiannottiLMPW13,
title = {Privacy-Preserving Mining of Association Rules From Outsourced Transaction Databases.},
year = {2013},
journal = {IEEE Syst. J.},
author = {{Fosca Giannotti} and {Laks V. S. Lakshmanan} and {Anna Monreale} and {Dino Pedreschi} and {Wendy Hui Wang}}
}
@article{journals/www/BerlingerioCGMP13,
title = {Multidimensional networks: foundations of structural analysis.},
year = {2013},
journal = {World Wide Web},
author = {{Michele Berlingerio} and {Michele Coscia} and {Fosca Giannotti} and {Anna Monreale} and {Dino Pedreschi}}
}
@inproceedings{conf/cloudcom/BasuCMPGKVM14,
title = {CF-inspired Privacy-Preserving Prediction of Next Location in the Cloud.},
year = {2014},
booktitle = {CloudCom},
author = {{Anirban Basu} and {Juan Camilo Corena} and {Anna Monreale} and {Dino Pedreschi} and {Fosca Giannotti} and {Shinsaku Kiyomoto} and {Jaideep Vaidya} and {Yutaka Miyake}},
publisher = {IEEE Computer Society},
booktitle = {IEEE 6th International Conference on Cloud Computing Technology and Science, CloudCom 2014, Singapore, December 15-18, 2014}
}
@inproceedings{conf/ifiptm/BasuMCGPKMYT14,
title = {A Privacy Risk Model for Trajectory Data.},
year = {2014},
booktitle = {IFIPTM},
author = {{Anirban Basu} and {Anna Monreale} and {Juan Camilo Corena} and {Fosca Giannotti} and {Dino Pedreschi} and {Shinsaku Kiyomoto} and {Yutaka Miyake} and {Tadashi Yanagihara} and {Roberto Trasarti}},
publisher = {Springer},
booktitle = {Trust Management VIII - 8th IFIP WG 11.11 International Conference, IFIPTM 2014, Singapore, July 7-10, 2014. Proceedings}
}
@inproceedings{conf/sac/HajianMPDG14,
title = {Fair pattern discovery.},
year = {2014},
booktitle = {SAC},
author = {{Sara Hajian} and {Anna Monreale} and {Dino Pedreschi} and {Josep Domingo-Ferrer} and {Fosca Giannotti}},
publisher = {ACM},
booktitle = {Symposium on Applied Computing, SAC 2014, Gyeongju, Republic of Korea - March 24 - 28, 2014}
}
@inproceedings{conf/sefm/GuidottiMRPG14,
title = {Retrieving Points of Interest from Human Systematic Movements.},
year = {2014},
booktitle = {SEFM Workshops},
author = {{Riccardo Guidotti} and {Anna Monreale} and {Salvatore Rinzivillo} and {Dino Pedreschi} and {Fosca Giannotti}},
publisher = {Springer},
booktitle = {Software Engineering and Formal Methods - SEFM 2014 Collocated Workshops: HOFM, SAFOME, OpenCert, MoKMaSD, WS-FMDS, Grenoble, France, September 1-2, 2014, Revised Selected Papers}
}
@article{journals/ail/MonrealePPP14,
title = {Anonymity preserving sequential pattern mining.},
year = {2014},
journal = {Artif. Intell. Law},
author = {{Anna Monreale} and {Dino Pedreschi} and {Ruggero G. Pensa} and {Fabio Pinelli}}
}
@article{journals/epjds/MonrealeRPGP14,
title = {Privacy-by-design in big data analytics and social mining.},
year = {2014},
journal = {EPJ Data Sci.},
author = {{Anna Monreale} and {Salvatore Rinzivillo} and {Francesca Pratesi} and {Fosca Giannotti} and {Dino Pedreschi}}
}
@inproceedings{conf/dsaa/MilliMRPG015,
title = {Quantification in social networks.},
year = {2015},
booktitle = {DSAA},
author = {{Letizia Milli} and {Anna Monreale} and {Giulio Rossetti} and {Dino Pedreschi} and {Fosca Giannotti} and {Fabrizio Sebastiani 001}},
publisher = {IEEE},
booktitle = {2015 IEEE International Conference on Data Science and Advanced Analytics, DSAA 2015, Campus des Cordeliers, Paris, France, October 19-21, 2015}
}
@inproceedings{conf/sefm/GrossiMNPT15,
title = {Clustering Formulation Using Constraint Optimization.},
year = {2015},
booktitle = {SEFM Workshops},
author = {{Valerio Grossi} and {Anna Monreale} and {Mirco Nanni} and {Dino Pedreschi} and {Franco Turini}},
publisher = {Springer},
booktitle = {Software Engineering and Formal Methods - SEFM 2015 Collocated Workshops: ATSE, HOFM, MoKMaSD, and VERY*SCART, York, UK, September 7-8, 2015, Revised Selected Papers}
}
@article{journals/datamine/HajianDMPG15,
title = {Discrimination- and privacy-aware patterns.},
year = {2015},
journal = {Data Min. Knowl. Discov.},
author = {{Sara Hajian} and {Josep Domingo-Ferrer} and {Anna Monreale} and {Dino Pedreschi} and {Fosca Giannotti}}
}
@inproceedings{conf/cloudcom/MarrellaMKK16,
title = {Privacy-Preserving Outsourcing of Pattern Mining of Event-Log Data - A Use-Case from Process Industry.},
year = {2016},
booktitle = {CloudCom},
author = {{Alessandro Marrella} and {Anna Monreale} and {Benjamin Klöpper} and {Martin W. Krueger}},
publisher = {IEEE Computer Society},
booktitle = {2016 IEEE International Conference on Cloud Computing Technology and Science, CloudCom 2016, Luxembourg, December 12-15, 2016}
}
@inproceedings{conf/compsac/MonrealeW16,
title = {Privacy-Preserving Outsourcing of Data Mining.},
year = {2016},
booktitle = {COMPSAC Workshops},
author = {{Anna Monreale} and {Wendy Hui Wang}},
publisher = {IEEE Computer Society},
booktitle = {40th IEEE Annual Computer Software and Applications Conference, COMPSAC Workshops 2016, Atlanta, GA, USA, June 10-14, 2016}
}
@article{journals/snam/GuidottiMRPG16,
title = {Unveiling mobility complexity through complex network analysis.},
year = {2016},
journal = {Soc. Netw. Anal. Min.},
author = {{Riccardo Guidotti} and {Anna Monreale} and {Salvatore Rinzivillo} and {Dino Pedreschi} and {Fosca Giannotti}}
}
@article{journals/tist/NanniTMGP16,
title = {Driving Profiles Computation and Monitoring for Car Insurance CRM.},
year = {2016},
journal = {ACM Trans. Intell. Syst. Technol.},
author = {{Mirco Nanni} and {Roberto Trasarti} and {Anna Monreale} and {Valerio Grossi} and {Dino Pedreschi}}
}
@incollection{series/lncs/GrossiGMNN16,
title = {Partition-Based Clustering Using Constraint Optimization.},
year = {2016},
booktitle = {Data Mining and Constraint Programming},
author = {{Valerio Grossi} and {Tias Guns} and {Anna Monreale} and {Mirco Nanni} and {Siegfried Nijssen}},
publisher = {Springer},
booktitle = {Data Mining and Constraint Programming - Foundations of a Cross-Disciplinary Approach}
}
@inproceedings{conf/goodtechs/PratesiMGP17,
title = {Privacy Preserving Multidimensional Profiling.},
year = {2017},
booktitle = {GOODTECHS},
author = {{Francesca Pratesi} and {Anna Monreale} and {Fosca Giannotti} and {Dino Pedreschi}},
publisher = {Springer},
booktitle = {Smart Objects and Technologies for Social Good - Third International Conference, GOODTECHS 2017, Pisa, Italy, November 29-30, 2017, Proceedings}
}
@inproceedings{conf/kdd/GuidottiMNGP17,
title = {Clustering Individual Transactional Data for Masses of Users.},
year = {2017},
booktitle = {KDD},
author = {{Riccardo Guidotti} and {Anna Monreale} and {Mirco Nanni} and {Fosca Giannotti} and {Dino Pedreschi}},
publisher = {ACM},
booktitle = {Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13 - 17, 2017}
}
@inproceedings{conf/safecomp/PellungriniPPM17,
title = {Fast Estimation of Privacy Risk in Human Mobility Data.},
year = {2017},
booktitle = {SAFECOMP Workshops},
author = {{Roberto Pellungrini} and {Luca Pappalardo} and {Francesca Pratesi} and {Anna Monreale}},
publisher = {Springer},
booktitle = {Computer Safety, Reliability, and Security - SAFECOMP 2017 Workshops, ASSURE, DECSoS, SASSUR, TELERISE, and TIPS, Trento, Italy, September 12, 2017, Proceedings}
}
@article{journals/is/TrasartiGMG17,
title = {MyWay: Location prediction via mobility profiling.},
year = {2017},
journal = {Inf. Syst.},
author = {{Roberto Trasarti} and {Riccardo Guidotti} and {Anna Monreale} and {Fosca Giannotti}}
}
@incollection{books/sp/18/AmatoCCEFGGMNPPPPRRRR0T18,
title = {How Data Mining and Machine Learning Evolved from Relational Data Base to Data Science.},
year = {2018},
booktitle = {A Comprehensive Guide Through the Italian Database Research},
author = {{Giuseppe Amato 001} and {Leonardo Candela} and {Donatella Castelli} and {Andrea Esuli} and {Fabrizio Falchi} and {Claudio Gennaro} and {Fosca Giannotti} and {Anna Monreale} and {Mirco Nanni} and {Pasquale Pagano} and {Luca Pappalardo} and {Dino Pedreschi} and {Francesca Pratesi} and {Fausto Rabitti} and {Salvatore Rinzivillo} and {Giulio Rossetti} and {Salvatore Ruggieri} and {Fabrizio Sebastiani 001} and {Maurizio Tesconi}},
publisher = {Springer International Publishing},
booktitle = {A Comprehensive Guide Through the Italian Database Research Over the Last 25 Years.}
}
@inproceedings{conf/dsaa/GuidottiMR18,
title = {Learning Data Mining.},
year = {2018},
booktitle = {DSAA},
author = {{Riccardo Guidotti} and {Anna Monreale} and {Salvatore Rinzivillo}},
publisher = {IEEE},
booktitle = {5th IEEE International Conference on Data Science and Advanced Analytics, DSAA 2018, Turin, Italy, October 1-3, 2018}
}
@inproceedings{conf/pkdd/NatilliMGP18,
title = {Exploring Students Eating Habits Through Individual Profiling and Clustering Analysis.},
year = {2018},
booktitle = {MIDAS/PAP@PKDD/ECML},
author = {{Michela Natilli} and {Anna Monreale} and {Riccardo Guidotti} and {Luca Pappalardo}},
publisher = {Springer},
booktitle = {ECML PKDD 2018 Workshops - MIDAS 2018 and PAP 2018, Dublin, Ireland, September 10-14, 2018, Proceedings}
}
@inproceedings{conf/pkdd/PellungriniMG18,
title = {Privacy Risk for Individual Basket Patterns.},
year = {2018},
booktitle = {MIDAS/PAP@PKDD/ECML},
author = {{Roberto Pellungrini} and {Anna Monreale} and {Riccardo Guidotti}},
publisher = {Springer},
booktitle = {ECML PKDD 2018 Workshops - MIDAS 2018 and PAP 2018, Dublin, Ireland, September 10-14, 2018, Proceedings}
}
@inproceedings{conf/staf/PellungriniPPM18,
title = {Analyzing Privacy Risk in Human Mobility Data.},
year = {2018},
booktitle = {STAF Workshops},
author = {{Roberto Pellungrini} and {Luca Pappalardo} and {Francesca Pratesi} and {Anna Monreale}},
publisher = {Springer},
booktitle = {Software Technologies: Applications and Foundations - STAF 2018 Collocated Workshops, Toulouse, France, June 25-29, 2018, Revised Selected Papers}
}
@article{journals/corr/abs-1802-01933,
title = {A Survey Of Methods For Explaining Black Box Models.},
year = {2018},
journal = {CoRR},
author = {{Riccardo Guidotti} and {Anna Monreale} and {Franco Turini} and {Dino Pedreschi} and {Fosca Giannotti}}
}
@article{journals/corr/abs-1805-10820,
title = {Local Rule-Based Explanations of Black Box Decision Systems.},
year = {2018},
journal = {CoRR},
author = {{Riccardo Guidotti} and {Anna Monreale} and {Salvatore Ruggieri} and {Dino Pedreschi} and {Franco Turini} and {Fosca Giannotti}}
}
@article{journals/corr/abs-1806-09936,
title = {Open the Black Box Data-Driven Explanation of Black Box Decision Systems.},
year = {2018},
journal = {CoRR},
author = {{Dino Pedreschi} and {Fosca Giannotti} and {Riccardo Guidotti} and {Anna Monreale} and {Luca Pappalardo} and {Salvatore Ruggieri} and {Franco Turini}}
}
@article{journals/epjds/GuidottiGMPG18,
title = {Discovering temporal regularities in retail customers' shopping behavior.},
year = {2018},
journal = {EPJ Data Sci.},
author = {{Riccardo Guidotti} and {Lorenzo Gabrielli} and {Anna Monreale} and {Dino Pedreschi} and {Fosca Giannotti}}
}
@article{journals/tdp/PratesiMTGPY18,
title = {PRUDEnce: a System for Assessing Privacy Risk vs Utility in Data Sharing Ecosystems.},
year = {2018},
journal = {Trans. Data Priv.},
author = {{Francesca Pratesi} and {Anna Monreale} and {Roberto Trasarti} and {Fosca Giannotti} and {Dino Pedreschi} and {Tadashi Yanagihara}}
}
@article{journals/tist/PellungriniPPM18,
title = {A Data Mining Approach to Assess Privacy Risk in Human Mobility Data.},
year = {2018},
journal = {ACM Trans. Intell. Syst. Technol.},
author = {{Roberto Pellungrini} and {Luca Pappalardo} and {Francesca Pratesi} and {Anna Monreale}}
}
@incollection{reference/sp/PratesiMP18,
title = {Privacy by Design for Mobility Data Analytics.},
year = {2018},
booktitle = {Handbook of Mobile Data Privacy},
author = {{Francesca Pratesi} and {Anna Monreale} and {Dino Pedreschi}},
publisher = {Springer},
booktitle = {Handbook of Mobile Data Privacy.}
}
@inproceedings{conf/aaai/PedreschiGGMRT19,
title = {Meaningful Explanations of Black Box AI Decision Systems.},
year = {2019},
booktitle = {AAAI},
author = {{Dino Pedreschi} and {Fosca Giannotti} and {Riccardo Guidotti} and {Anna Monreale} and {Salvatore Ruggieri} and {Franco Turini}},
publisher = {AAAI Press},
booktitle = {The Thirty-Third AAAI Conference on Artificial Intelligence, AAAI 2019, The Thirty-First Innovative Applications of Artificial Intelligence Conference, IAAI 2019, The Ninth AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019, Honolulu, Hawaii, USA, January 27 - February 1, 2019.}
}
@inproceedings{conf/ccia/Monreale19,
title = {Explainable AI.},
year = {2019},
booktitle = {CCIA},
author = {{Anna Monreale}},
publisher = {IOS Press},
booktitle = {Artificial Intelligence Research and Development - Proceedings of the 22nd International Conference of the Catalan Association for Artificial Intelligence, CCIA 2019, Mallorca, Spain, 23-25 October 2019.}
}
@inproceedings{conf/pakdd/GuidottiMC19,
title = {Investigating Neighborhood Generation Methods for Explanations of Obscure Image Classifiers.},
year = {2019},
booktitle = {PAKDD (1)},
author = {{Riccardo Guidotti} and {Anna Monreale} and {Leonardo Cariaggi}},
publisher = {Springer},
booktitle = {Advances in Knowledge Discovery and Data Mining - 23rd Pacific-Asia Conference, PAKDD 2019, Macau, China, April 14-17, 2019, Proceedings, Part I}
}
@inproceedings{conf/pkdd/GuidottiMMP19,
title = {Black Box Explanation by Learning Image Exemplars in the Latent Feature Space.},
year = {2019},
booktitle = {ECML/PKDD (1)},
author = {{Riccardo Guidotti} and {Anna Monreale} and {Stan Matwin} and {Dino Pedreschi}},
publisher = {Springer},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2019, Würzburg, Germany, September 16-20, 2019, Proceedings, Part I}
}
@inproceedings{conf/pkdd/SetzuGMT19,
title = {Global Explanations with Local Scoring.},
year = {2019},
booktitle = {PKDD/ECML Workshops (1)},
author = {{Mattia Setzu} and {Riccardo Guidotti} and {Anna Monreale} and {Franco Turini}},
publisher = {Springer},
booktitle = {Machine Learning and Knowledge Discovery in Databases - International Workshops of ECML PKDD 2019, Würzburg, Germany, September 16-20, 2019, Proceedings, Part I}
}
@article{journals/csur/GuidottiMRTGP19,
title = {A Survey of Methods for Explaining Black Box Models.},
year = {2019},
journal = {ACM Comput. Surv.},
author = {{Riccardo Guidotti} and {Anna Monreale} and {Salvatore Ruggieri} and {Franco Turini} and {Fosca Giannotti} and {Dino Pedreschi}}
}
@article{journals/ercim/GuidottiMP19,
title = {The AI Black Box Explanation Problem.},
year = {2019},
journal = {ERCIM News},
author = {{Riccardo Guidotti} and {Anna Monreale} and {Dino Pedreschi}}
}
@article{journals/expert/GuidottiMGPRT19,
title = {Factual and Counterfactual Explanations for Black Box Decision Making.},
year = {2019},
journal = {IEEE Intell. Syst.},
author = {{Riccardo Guidotti} and {Anna Monreale} and {Fosca Giannotti} and {Dino Pedreschi} and {Salvatore Ruggieri} and {Franco Turini}}
}
@article{journals/jlap/GalpinMM19,
title = {Guest editors' foreword.},
year = {2019},
journal = {J. Log. Algebraic Methods Program.},
author = {{Vashti Galpin} and {Paolo Milazzo} and {Anna Monreale}}
}
@inproceedings{conf/aaai/GuidottiMMP20,
title = {Explaining Image Classifiers Generating Exemplars and Counter-Exemplars from Latent Representations.},
year = {2020},
booktitle = {AAAI},
author = {{Riccardo Guidotti} and {Anna Monreale} and {Stan Matwin} and {Dino Pedreschi}},
publisher = {AAAI Press},
booktitle = {The Thirty-Fourth AAAI Conference on Artificial Intelligence, AAAI 2020, The Thirty-Second Innovative Applications of Artificial Intelligence Conference, IAAI 2020, The Tenth AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2020, New York, NY, USA, February 7-12, 2020.}
}
@inproceedings{conf/cogmi/GuidottiMSPG20,
title = {Explaining Any Time Series Classifier.},
year = {2020},
booktitle = {CogMI},
author = {{Riccardo Guidotti} and {Anna Monreale} and {Francesco Spinnato} and {Dino Pedreschi} and {Fosca Giannotti}},
publisher = {IEEE},
booktitle = {2nd IEEE International Conference on Cognitive Machine Intelligence, CogMI 2020, Atlanta, GA, USA, October 28-31, 2020}
}
@inproceedings{conf/dis/NarettoPMNM20,
title = {Predicting and Explaining Privacy Risk Exposure in Mobility Data.},
year = {2020},
booktitle = {DS},
author = {{Francesca Naretto} and {Roberto Pellungrini} and {Anna Monreale} and {Franco Maria Nardini} and {Mirco Musolesi}},
publisher = {Springer},
booktitle = {Discovery Science - 23rd International Conference, DS 2020, Thessaloniki, Greece, October 19-21, 2020, Proceedings}
}
@inproceedings{conf/icdm/GuidottiM20,
title = {Data-Agnostic Local Neighborhood Generation.},
year = {2020},
booktitle = {ICDM},
author = {{Riccardo Guidotti} and {Anna Monreale}},
publisher = {IEEE},
booktitle = {20th IEEE International Conference on Data Mining, ICDM 2020, Sorrento, Italy, November 17-20, 2020}
}
@article{journals/corr/abs-2004-05222,
title = {Give more data, awareness and control to individual citizens, and they will help COVID-19 containment.},
year = {2020},
journal = {CoRR},
author = {{Mirco Nanni} and {Gennady L. Andrienko} and {Albert-László Barabási} and {Chiara Boldrini} and {Francesco Bonchi} and {Ciro Cattuto} and {Francesca Chiaromonte} and {Giovanni Comandé} and {Marco Conti} and {Mark Coté} and {Frank Dignum} and {Virginia Dignum} and {Josep Domingo-Ferrer} and {Fosca Giannotti} and {Riccardo Guidotti} and {Dirk Helbing} and {János Kertész} and {Sune Lehmann} and {Bruno Lepri} and {Paul Lukowicz} and {Anna Monreale} and {Katharina Morik} and {Nuria Oliver} and {Andrea Passarella} and {Andrea Passerini} and {Dino Pedreschi} and {Alex Pentland} and {Francesca Pratesi} and {Salvatore Rinzivillo} and {Salvatore Ruggieri} and {Arno Siebes} and {Roberto Trasarti} and {Jeroen van den Hoven} and {Alessandro Vespignani}}
}
@article{journals/dke/PratesiGCMG20,
title = {PRIMULE: Privacy risk mitigation for user profiles.},
year = {2020},
journal = {Data Knowl. Eng.},
author = {{Francesca Pratesi} and {Lorenzo Gabrielli} and {Paolo Cintia} and {Anna Monreale} and {Fosca Giannotti}}
}
@article{journals/tdsc/DongWMPGG20,
title = {Authenticated Outlier Mining for Outsourced Databases.},
year = {2020},
journal = {IEEE Trans. Dependable Secur. Comput.},
author = {{Boxiang Dong} and {Hui Wang 013} and {Anna Monreale} and {Dino Pedreschi} and {Fosca Giannotti} and {Wenge Guo}}
}
@incollection{series/sci/PaniguttiGMP20,
title = {Explaining Multi-label Black-Box Classifiers for Health Applications.},
year = {2020},
booktitle = {Precision Health and Medicine},
author = {{Cecilia Panigutti} and {Riccardo Guidotti} and {Anna Monreale} and {Dino Pedreschi}},
publisher = {Springer},
booktitle = {Precision Health and Medicine - A Digital Revolution in Healthcare}
}
@inproceedings{conf/ai/SarvmailiSGMGPM21,
title = {A modularized framework for explaining hierarchical attention networks on text classifiers.},
year = {2021},
booktitle = {Canadian AI},
author = {{Mahtab Sarvmaili} and {Amílcar Soares} and {Riccardo Guidotti} and {Anna Monreale} and {Fosca Giannotti} and {Dino Pedreschi} and {Stan Matwin}},
publisher = {Canadian Artificial Intelligence Association},
booktitle = {Proceedings of the 34th Canadian Conference on Artificial Intelligence, Canadian AI 2021, online, May 2021}
}
@inproceedings{conf/aies/GuidottiM21,
title = {Designing Shapelets for Interpretable Data-Agnostic Classification.},
year = {2021},
booktitle = {AIES},
author = {{Riccardo Guidotti} and {Anna Monreale}},
publisher = {ACM},
booktitle = {AIES '21: AAAI/ACM Conference on AI, Ethics, and Society, Virtual Event, USA, May 19-21, 2021}
}
@inproceedings{conf/bigdataconf/IavaroneM21,
title = {From depression to suicidal discourse on Reddit.},
year = {2021},
booktitle = {IEEE BigData},
author = {{Benedetta Iavarone} and {Anna Monreale}},
publisher = {IEEE},
booktitle = {2021 IEEE International Conference on Big Data (Big Data), Orlando, FL, USA, December 15-18, 2021}
}
@inproceedings{conf/cogmi/SetzuMM21,
title = {TRIPLEx: Triple Extraction for Explanation.},
year = {2021},
booktitle = {CogMI},
author = {{Mattia Setzu} and {Anna Monreale} and {Pasquale Minervini}},
publisher = {IEEE},
booktitle = {Third IEEE International Conference on Cognitive Machine Intelligence, CogMI 2021, Atlanta, GA, USA, December 13-15, 2021}
}
@inproceedings{conf/dis/BonsignoriGM21,
title = {Deriving a Single Interpretable Model by Merging Tree-Based Classifiers.},
year = {2021},
booktitle = {DS},
author = {{Valerio Bonsignori} and {Riccardo Guidotti} and {Anna Monreale}},
publisher = {Springer},
booktitle = {Discovery Science - 24th International Conference, DS 2021, Halifax, NS, Canada, October 11-13, 2021, Proceedings}
}
@inproceedings{conf/dis/MarianiMN21,
title = {Privacy Risk Assessment of Individual Psychometric Profiles.},
year = {2021},
booktitle = {DS},
author = {{Giacomo Mariani} and {Anna Monreale} and {Francesca Naretto}},
publisher = {Springer},
booktitle = {Discovery Science - 24th International Conference, DS 2021, Halifax, NS, Canada, October 11-13, 2021, Proceedings}
}
@inproceedings{conf/pst/FontanaNM21,
title = {A new approach for cross-silo federated learning and its privacy risks.},
year = {2021},
booktitle = {PST},
author = {{Michele Fontana} and {Francesca Naretto} and {Anna Monreale}},
publisher = {IEEE},
booktitle = {18th International Conference on Privacy, Security and Trust, PST 2021, Auckland, New Zealand, December 13-15, 2021}
}
@article{journals/ai/SetzuGMTPG21,
title = {GLocalX - From Local to Global Explanations of Black Box AI Models.},
year = {2021},
journal = {Artif. Intell.},
author = {{Mattia Setzu} and {Riccardo Guidotti} and {Anna Monreale} and {Franco Turini} and {Dino Pedreschi} and {Fosca Giannotti}}
}
@article{journals/entropy/RestaMB21,
title = {Occlusion-Based Explanations in Deep Recurrent Models for Biomedical Signals.},
year = {2021},
journal = {Entropy},
author = {{Michele Resta} and {Anna Monreale} and {Davide Bacciu}}
}
@article{journals/ethicsit/NanniABBBCCCCCD21,
title = {Give more data, awareness and control to individual citizens, and they will help COVID-19 containment.},
year = {2021},
journal = {Ethics Inf. Technol.},
author = {{Mirco Nanni} and {Gennady L. Andrienko} and {Albert-László Barabási} and {Chiara Boldrini} and {Francesco Bonchi} and {Ciro Cattuto} and {Francesca Chiaromonte} and {Giovanni Comandé} and {Marco Conti} and {Mark Coté} and {Frank Dignum} and {Virginia Dignum} and {Josep Domingo-Ferrer} and {Paolo Ferragina} and {Fosca Giannotti} and {Riccardo Guidotti} and {Dirk Helbing} and {Kimmo Kaski} and {János Kertész} and {Sune Lehmann} and {Bruno Lepri} and {Paul Lukowicz} and {Stan Matwin} and {David Megías Jiménez} and {Anna Monreale} and {Katharina Morik} and {Nuria Oliver} and {Andrea Passarella} and {Andrea Passerini} and {Dino Pedreschi} and {Alex Pentland} and {Fabio Pianesi} and {Francesca Pratesi} and {Salvatore Rinzivillo} and {Salvatore Ruggieri} and {Arno Siebes} and {Vicenç Torra} and {Roberto Trasarti} and {Jeroen van den Hoven} and {Alessandro Vespignani}}
}
@article{journals/ijdsa/ForgoHHKLMMPPP21,
title = {An ethico-legal framework for social data science.},
year = {2021},
journal = {Int. J. Data Sci. Anal.},
author = {{Nikolaus Forgó} and {Stefanie Hänold} and {Jeroen van den Hoven} and {Tina Krügel} and {Iryna V. Lishchuk} and {René Mahieu} and {Anna Monreale} and {Dino Pedreschi} and {Francesca Pratesi} and {David van Putten}}
}
@article{journals/ijdsa/ForgoHHKLMMPPP21a,
title = {Correction to: An ethico-legal framework for social data science.},
year = {2021},
journal = {Int. J. Data Sci. Anal.},
author = {{Nikolaus Forgó} and {Stefanie Hänold} and {Jeroen van den Hoven} and {Tina Krügel} and {Iryna V. Lishchuk} and {René Mahieu} and {Anna Monreale} and {Dino Pedreschi} and {Francesca Pratesi} and {David van Putten}}
}
@inproceedings{conf/ai/SarvmailiGMSSGP22,
title = {A Modularized Framework for Explaining Black Box Classifiers for Text Data.},
year = {2022},
booktitle = {Canadian AI},
author = {{Mahtab Sarvmaili} and {Riccardo Guidotti} and {Anna Monreale} and {Amílcar Soares} and {Zahra Sadeghi} and {Fosca Giannotti} and {Dino Pedreschi} and {Stan Matwin}},
publisher = {Canadian Artificial Intelligence Association},
booktitle = {35th Canadian Conference on Artificial Intelligence, Toronto, Ontario, Canada, May 30 - June 3, 2022.}
}
@inproceedings{conf/bigdataconf/MannocciCMVT22,
title = {MulBot: Unsupervised Bot Detection Based on Multivariate Time Series.},
year = {2022},
booktitle = {IEEE Big Data},
author = {{Lorenzo Mannocci} and {Stefano Cresci} and {Anna Monreale} and {Athina Vakali} and {Maurizio Tesconi}},
publisher = {IEEE},
booktitle = {IEEE International Conference on Big Data, Big Data 2022, Osaka, Japan, December 17-20, 2022}
}
@inproceedings{conf/cogmi/NarettoMG22,
title = {Evaluating the Privacy Exposure of Interpretable Global Explainers.},
year = {2022},
booktitle = {CogMI},
author = {{Francesca Naretto} and {Anna Monreale} and {Fosca Giannotti}},
publisher = {IEEE},
booktitle = {4th IEEE International Conference on Cognitive Machine Intelligence, CogMI 2022, Atlanta, GA, USA, December 14-17, 2022}
}
@inproceedings{conf/ectel/RotelliMG22,
title = {Uncovering Student Temporal Learning Patterns.},
year = {2022},
booktitle = {EC-TEL},
author = {{Daniela Rotelli} and {Anna Monreale} and {Riccardo Guidotti}},
publisher = {Springer},
booktitle = {Educating for a New Future: Making Sense of Technology-Enhanced Learning Adoption - 17th European Conference on Technology Enhanced Learning, EC-TEL 2022, Toulouse, France, September 12-16, 2022, Proceedings}
}
@inproceedings{conf/hhai/FontanaNMG22,
title = {Monitoring Fairness in HOLDA.},
year = {2022},
booktitle = {HHAI},
author = {{Michele Fontana} and {Francesca Naretto} and {Anna Monreale} and {Fosca Giannotti}},
publisher = {IOS Press},
booktitle = {HHAI 2022: Augmenting Human Intellect - Proceedings of the First International Conference on Hybrid Human-Artificial Intelligence, Amsterdam, The Netherlands, 13-17 June 2022.}
}
@inproceedings{conf/hhai/NarettoMG22,
title = {Privacy Risk of Global Explainers.},
year = {2022},
booktitle = {HHAI},
author = {{Francesca Naretto} and {Anna Monreale} and {Fosca Giannotti}},
publisher = {IOS Press},
booktitle = {HHAI 2022: Augmenting Human Intellect - Proceedings of the First International Conference on Hybrid Human-Artificial Intelligence, Amsterdam, The Netherlands, 13-17 June 2022.}
}
@inproceedings{conf/iv/MaslennikovaRM22,
title = {Visual Analytics for Session-based Time-Windows Identification in Virtual Learning Environments.},
year = {2022},
booktitle = {IV},
author = {{Aleksandra Maslennikova} and {Daniela Rotelli} and {Anna Monreale}},
publisher = {IEEE},
booktitle = {26th International Conference Information Visualisation, IV 2022, Vienna, Austria, July 19-22, 2022}
}
@inproceedings{conf/lak/RotelliM22,
title = {Time-on-Task Estimation by data-driven Outlier Detection based on Learning Activities.},
year = {2022},
booktitle = {LAK},
author = {{Daniela Rotelli} and {Anna Monreale}},
publisher = {ACM},
booktitle = {LAK 2022: 12th International Learning Analytics and Knowledge Conference, Online Event, USA, March 21 - 25, 2022}
}
@inproceedings{conf/www/MonrealeIRB22,
title = {Detecting Addiction, Anxiety, and Depression by Users Psychometric Profiles.},
year = {2022},
booktitle = {WWW (Companion Volume)},
author = {{Anna Monreale} and {Benedetta Iavarone} and {Elena Rossetto} and {Andrea Beretta}},
publisher = {ACM},
booktitle = {Companion of The Web Conference 2022, Virtual Event / Lyon, France, April 25 - 29, 2022}
}
@article{journals/corr/abs-2203-15514,
title = {Human Response to an AI-Based Decision Support System: A User Study on the Effects of Accuracy and Bias.},
year = {2022},
journal = {CoRR},
author = {{David Solans} and {Andrea Beretta} and {Manuel Portela} and {Carlos Castillo 001} and {Anna Monreale}}
}
@article{journals/tits/PellungriniPSM22,
title = {Modeling Adversarial Behavior Against Mobility Data Privacy.},
year = {2022},
journal = {IEEE Trans. Intell. Transp. Syst.},
author = {{Roberto Pellungrini} and {Luca Pappalardo} and {Filippo Simini} and {Anna Monreale}}
}
@inproceedings{conf/dis/CorbucciMPNSP23,
title = {Semantic Enrichment of Explanations of AI Models for Healthcare.},
year = {2023},
booktitle = {DS},
author = {{Luca Corbucci} and {Anna Monreale} and {Cecilia Panigutti} and {Michela Natilli} and {Simona Smiraglio} and {Dino Pedreschi}},
publisher = {Springer},
booktitle = {Discovery Science - 26th International Conference, DS 2023, Porto, Portugal, October 9-11, 2023, Proceedings}
}
@inproceedings{conf/gis/LandiGNM23,
title = {The Trajectory Interval Forest Classifier for Trajectory Classification.},
year = {2023},
booktitle = {SIGSPATIAL/GIS},
author = {{Cristiano Landi} and {Riccardo Guidotti} and {Mirco Nanni} and {Anna Monreale}},
publisher = {ACM},
booktitle = {Proceedings of the 31st ACM International Conference on Advances in Geographic Information Systems, SIGSPATIAL 2023, Hamburg, Germany, November 13-16, 2023}
}
@inproceedings{conf/icissp/BodeiCVMM23,
title = {Vehicle Data Collection: A Privacy Policy Analysis and Comparison.},
year = {2023},
booktitle = {ICISSP},
author = {{Chiara Bodei} and {Gianpiero Costantino} and {Marco De Vincenzi} and {Ilaria Matteucci} and {Anna Monreale}},
publisher = {SciTePress},
booktitle = {Proceedings of the 9th International Conference on Information Systems Security and Privacy, ICISSP 2023, Lisbon, Portugal, February 22-24, 2023}
}
@inproceedings{conf/ida/LandiSGMN23,
title = {Geolet: An Interpretable Model for Trajectory Classification.},
year = {2023},
booktitle = {IDA},
author = {{Cristiano Landi} and {Francesco Spinnato} and {Riccardo Guidotti} and {Anna Monreale} and {Mirco Nanni}},
publisher = {Springer},
booktitle = {Advances in Intelligent Data Analysis XXI - 21st International Symposium on Intelligent Data Analysis, IDA 2023, Louvain-la-Neuve, Belgium, April 12-14, 2023, Proceedings}
}
@inproceedings{conf/ital-ia/GiannottiGMPPPP23,
title = {Trustworthy AI at KDD Lab.},
year = {2023},
booktitle = {Ital-IA},
author = {{Fosca Giannotti} and {Riccardo Guidotti} and {Anna Monreale} and {Luca Pappalardo} and {Dino Pedreschi} and {Roberto Pellungrini} and {Francesca Pratesi} and {Salvatore Rinzivillo} and {Salvatore Ruggieri} and {Mattia Setzu} and {Rosaria Deluca}},
publisher = {CEUR-WS.org},
booktitle = {Proceedings of the Italia Intelligenza Artificiale - Thematic Workshops co-located with the 3rd CINI National Lab AIIS Conference on Artificial Intelligence (Ital IA 2023), Pisa, Italy, May 29-30, 2023.}
}
@inproceedings{conf/itsc/BodeiCVMM23,
title = {Data Collection in Automotive: A Deep Analysis of Carmakers' Mobile App Privacy Policies.},
year = {2023},
booktitle = {ITSC},
author = {{Chiara Bodei} and {Gianpiero Costantino} and {Marco De Vincenzi} and {Ilaria Matteucci} and {Anna Monreale}},
publisher = {IEEE},
booktitle = {25th IEEE International Conference on Intelligent Transportation Systems, ITSC 2022, Macau, China, October 8-12, 2022}
}
@inproceedings{conf/nss/MonrealeNR23,
title = {Agnostic Label-Only Membership Inference Attack.},
year = {2023},
booktitle = {NSS},
author = {{Anna Monreale} and {Francesca Naretto} and {Simone Rizzo}},
publisher = {Springer},
booktitle = {Network and System Security - 17th International Conference, NSS 2023, Canterbury, UK, August 14-16, 2023, Proceedings}
}
@inproceedings{conf/xai/CorbucciGM23,
title = {Explaining Black-Boxes in Federated Learning.},
year = {2023},
booktitle = {xAI (2)},
author = {{Luca Corbucci} and {Riccardo Guidotti} and {Anna Monreale}},
publisher = {Springer},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI 2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part II}
}
@article{journals/corr/abs-2311-02237,
title = {Explainable Authorship Identification in Cultural Heritage Applications: Analysis of a New Perspective.},
year = {2023},
journal = {CoRR},
author = {{Mattia Setzu} and {Silvia Corbara} and {Anna Monreale} and {Alejandro Moreo} and {Fabrizio Sebastiani 001}}
}
@article{journals/corr/abs-2311-18029,
title = {A Bag of Receptive Fields for Time Series Extrinsic Predictions.},
year = {2023},
journal = {CoRR},
author = {{Francesco Spinnato} and {Riccardo Guidotti} and {Anna Monreale} and {Mirco Nanni}}
}
@article{journals/ercim/SpinnatoGM23,
title = {An Explanation that LASTS: Understanding Any Time Series Classifier.},
year = {2023},
journal = {ERCIM News},
author = {{Francesco Spinnato} and {Riccardo Guidotti} and {Anna Monreale}}
}
@article{journals/solarjla/MaslennikovaRM23,
title = {Session-Based Time-Window Identification in Virtual Learning Environments.},
year = {2023},
journal = {J. Learn. Anal.},
author = {{Aleksandra Maslennikova} and {Daniela Rotelli} and {Anna Monreale}}
}
@article{journals/tdp/MonrealeP23,
title = {A Survey on Privacy in Human Mobility.},
year = {2023},
month = {January},
journal = {Trans. Data Priv.},
author = {{Anna Monreale} and {Roberto Pellungrini}}
}
@inproceedings{conf/aaai/GuidottiMSV24,
title = {Generative Model for Decision Trees.},
year = {2024},
booktitle = {AAAI},
author = {{Riccardo Guidotti} and {Anna Monreale} and {Mattia Setzu} and {Giulia Volpi}},
publisher = {AAAI Press},
booktitle = {Thirty-Eighth AAAI Conference on Artificial Intelligence, AAAI 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, IAAI 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2014, February 20-27, 2024, Vancouver, Canada}
}
@article{journals/tkdd/SpinnatoGMNPG24,
title = {Understanding Any Time Series Classifier with a Subsequence-based Explainer.},
year = {2024},
month = {February},
journal = {ACM Trans. Knowl. Discov. Data},
author = {{Francesco Spinnato} and {Riccardo Guidotti} and {Anna Monreale} and {Mirco Nanni} and {Dino Pedreschi} and {Fosca Giannotti}}
}