Dino Pedreschi

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Citations	16155	8847
h-index	58	40
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Fosca GiannottiDirector of Research ISTI-CNR Pisa, ItalyVerified email at isti.cnr.it
Anna MonrealeUniversity of PisaVerified email at di.unipi.it
Mirco NanniSenior Researcher at KDD Lab, ISTI-CNR, PisaVerified email at isti.cnr.it
Salvatore RuggieriUniversità di PisaVerified email at di.unipi.it
Franco TuriniProfessor of Computer Science, University of Pisa, ItalyVerified email at di.unipi.it
Riccardo GuidottiAssistant Professor @ University of PisaVerified email at unipi.it
Salvatore RinzivilloKDDLab, ISTI, CNRVerified email at isti.cnr.it
Luca PappalardoISTI-CNRVerified email at di.unipi.it
Michele CosciaIT University of CopenhagenVerified email at itu.dk
Giulio RossettiResearcher @ ISTI-CNRVerified email at isti.cnr.it
Roberto TrasartiKDD Lab, ISTI-CNR, PisaVerified email at isti.cnr.it
Francesco BonchiScientific Director of ISI FoundationVerified email at isi.it
Fabio PinelliAssistant professor, IMT LuccaVerified email at imtlucca.it
Chiara RensoSenior researcher at ISTI - CNRVerified email at isti.cnr.it
Gennady Andrienkolead scientist @ Fraunhofer IAIS & professor @ City University LondonVerified email at iais.fraunhofer.de
Natalia AndrienkoFraunhofer IAIS (lead scientist) & City University London (professor)Verified email at iais.fraunhofer.de
Giuseppe MancoICAR-CNR, ISI-CNR, Università della Calabria, Università di PisaVerified email at icar.cnr.it
Krzysztof R. AptCWI fellow, CWI , The NetherlandsVerified email at cwi.nl
Francesca PratesiUniversità di PisaVerified email at di.unipi.it
Michele BerlingerioNovartis - AI Innovation CenterVerified email at novartis.com

Dino Pedreschi

Professor of Computer Science, University of Pisa

Verified email at di.unipi.it - Homepage

Data Science Data Mining Social Network Analysis Artificial Intelligence Data Ethics


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A survey of methods for explaining black box models R Guidotti, A Monreale, S Ruggieri, F Turini, F Giannotti, D Pedreschi ACM computing surveys (CSUR) 51 (5), 1-42, 2018	2256	2018
Trajectory pattern mining F Giannotti, M Nanni, F Pinelli, D Pedreschi Proceedings of the 13th ACM SIGKDD international conference on Knowledge …, 2007	1349	2007
Human mobility, social ties, and link prediction D Wang, D Pedreschi, C Song, F Giannotti, AL Barabasi Proceedings of the 17th ACM SIGKDD international conference on Knowledge …, 2011	806	2011
Discrimination-aware data mining D Pedreshi, S Ruggieri, F Turini Proceedings of the 14th ACM SIGKDD international conference on Knowledge …, 2008	630	2008
Time-focused clustering of trajectories of moving objects M Nanni, D Pedreschi Journal of Intelligent Information Systems 27 (3), 267-289, 2006	561	2006
A classification for community discovery methods in complex networks M Coscia, F Giannotti, D Pedreschi Statistical Analysis and Data Mining: The ASA Data Science Journal 4 (5 …, 2011	394	2011
Mobility, data mining and privacy: Geographic knowledge discovery F Giannotti, D Pedreschi Springer, 2008	379	2008
Unveiling the complexity of human mobility by querying and mining massive trajectory data F Giannotti, M Nanni, D Pedreschi, F Pinelli, C Renso, S Rinzivillo, ... The VLDB Journal 20 (5), 695-719, 2011	366	2011
Returners and explorers dichotomy in human mobility L Pappalardo, F Simini, S Rinzivillo, D Pedreschi, F Giannotti, ... Nature communications 6 (1), 1-8, 2015	335	2015
Interactive visual clustering of large collections of trajectories G Andrienko, N Andrienko, S Rinzivillo, M Nanni, D Pedreschi, F Giannotti 2009 IEEE Symposium on visual analytics science and technology, 3-10, 2009	287	2009
Visually driven analysis of movement data by progressive clustering S Rinzivillo, D Pedreschi, M Nanni, F Giannotti, N Andrienko, G Andrienko Information Visualization 7 (3-4), 225-239, 2008	268	2008
Demon: a local-first discovery method for overlapping communities M Coscia, G Rossetti, F Giannotti, D Pedreschi Proceedings of the 18th ACM SIGKDD international conference on Knowledge …, 2012	264	2012
Local rule-based explanations of black box decision systems R Guidotti, A Monreale, S Ruggieri, D Pedreschi, F Turini, F Giannotti arXiv preprint arXiv:1805.10820, 2018	251	2018
Reasoning about termination of pure Prolog programs KR Apt, D Pedreschi Information and computation 106 (1), 109-157, 1993	226	1993
Movement data anonymity through generalization. A Monreale, GL Andrienko, NV Andrienko, F Giannotti, D Pedreschi, ... Trans. Data Priv. 3 (2), 91-121, 2010	207	2010
Measuring discrimination in socially-sensitive decision records D Pedreschi, S Ruggieri, F Turini Proceedings of the 2009 SIAM international conference on data mining, 581-592, 2009	205	2009
Data mining for discrimination discovery S Ruggieri, D Pedreschi, F Turini ACM Transactions on Knowledge Discovery from Data (TKDD) 4 (2), 1-40, 2010	197	2010
Privacy-preserving mining of association rules from outsourced transaction databases F Giannotti, LVS Lakshmanan, A Monreale, D Pedreschi, H Wang IEEE Systems Journal 7 (3), 385-395, 2012	180	2012
Multidimensional networks: foundations of structural analysis M Berlingerio, M Coscia, F Giannotti, A Monreale, D Pedreschi World Wide Web 16 (5), 567-593, 2013	171	2013
Foundations of multidimensional network analysis M Berlingerio, M Coscia, F Giannotti, A Monreale, D Pedreschi 2011 international conference on advances in social networks analysis and …, 2011	167	2011

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