Dino Pedreschi

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Citations	14162	7809
h-index	55	37
i10-index	162	109

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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 NanniResearcher at KDD Lab, ISTI-CNR, PisaVerified email at isti.cnr.it
Salvatore RinzivilloKDDLab, ISTI, CNRVerified email at isti.cnr.it
Franco TuriniProfessor of Computer Science, University of Pisa, ItalyVerified email at di.unipi.it
Salvatore RuggieriUniversità di PisaVerified email at di.unipi.it
Riccardo GuidottiAssistant Professor @ University of PisaVerified email at unipi.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
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
Fabio PinelliAssistant professor, IMT LuccaVerified email at imtlucca.it
Chiara RensoSenior researcher at ISTI - CNRVerified email at isti.cnr.it
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


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
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	1370	2018
Trajectory pattern mining F Giannotti, M Nanni, F Pinelli, D Pedreschi Proceedings of the 13th ACM SIGKDD international conference on Knowledge …, 2007	1297	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	754	2011
Discrimination-aware data mining D Pedreshi, S Ruggieri, F Turini Proceedings of the 14th ACM SIGKDD international conference on Knowledge …, 2008	546	2008
Time-focused clustering of trajectories of moving objects M Nanni, D Pedreschi Journal of Intelligent Information Systems 27 (3), 267-289, 2006	537	2006
Mobility, data mining and privacy: Geographic knowledge discovery F Giannotti, D Pedreschi Springer, 2008	370	2008
Visual analytics of movement G Andrienko, N Andrienko, P Bak, D Keim, S Wrobel Springer Science & Business Media, 2013	360	2013
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	358	2011
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	349	2011
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	268	2009
Returners and explorers dichotomy in human mobility L Pappalardo, F Simini, S Rinzivillo, D Pedreschi, F Giannotti, ... Nature communications 6 (1), 1-8, 2015	259	2015
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	258	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	237	2012
Reasoning about termination of pure Prolog programs KR Apt, D Pedreschi Information and computation 106 (1), 109-157, 1993	222	1993
Movement data anonymity through generalization. A Monreale, GL Andrienko, NV Andrienko, F Giannotti, D Pedreschi, ... Trans. Data Priv. 3 (2), 91-121, 2010	196	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	188	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	183	2010
Factual and Counterfactual Explanations for Black Box Decision Making R Guidotti, A Monreale, F Giannotti, D Pedreschi, S Ruggieri, F Turini IEEE Intelligent Systems (Early Access) DOI: 10.1109/MIS.2019.295, 2019	181*	2019
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	178	2012
Multidimensional networks: foundations of structural analysis M Berlingerio, M Coscia, F Giannotti, A Monreale, D Pedreschi World Wide Web 16 (5-6), 567-593, 2013	162	2013

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