Dino Pedreschi

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Citations	14854	8496
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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
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
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
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
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
Michele BerlingerioNovartis - AI Innovation CenterVerified email at novartis.com
Francesca PratesiUniversità di PisaVerified email at di.unipi.it

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	1621	2018
Trajectory pattern mining F Giannotti, M Nanni, F Pinelli, D Pedreschi Proceedings of the 13th ACM SIGKDD international conference on Knowledge …, 2007	1319	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	770	2011
Discrimination-aware data mining D Pedreshi, S Ruggieri, F Turini Proceedings of the 14th ACM SIGKDD international conference on Knowledge …, 2008	574	2008
Time-focused clustering of trajectories of moving objects M Nanni, D Pedreschi Journal of Intelligent Information Systems 27 (3), 267-289, 2006	546	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	374	2011
Mobility, data mining and privacy: Geographic knowledge discovery F Giannotti, D Pedreschi Springer, 2008	371	2008
Visual analytics of movement G Andrienko, N Andrienko, P Bak, D Keim, S Wrobel Springer Science & Business Media, 2013	370	2013
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	354	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	283	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	277	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	261	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	241	2012
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	232*	2019
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	201	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	191	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	186	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	179	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	165	2013

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