Dino Pedreschi

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Citations	18535	10130
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Fosca Giannottiprofessor at Scuola Normale Superiore di PisaVerified email at sns.it
Anna MonrealeUniversity of PisaVerified email at di.unipi.it
Mirco NanniSenior Researcher at KDD Lab, ISTI-CNR, PisaVerified email at isti.cnr.it
Riccardo GuidottiAssistant Professor @ University of PisaVerified email at unipi.it
Franco TuriniProfessor of Computer Science, University of Pisa, ItalyVerified email at di.unipi.it
Salvatore RuggieriUniversità di PisaVerified email at di.unipi.it
Salvatore RinzivilloKDDLab, ISTI, CNRVerified email at isti.cnr.it
Luca PappalardoISTI-CNRVerified email at di.unipi.it
Giulio RossettiSenior Researcher @ CNR-ISTIVerified email at isti.cnr.it
Michele CosciaIT University of CopenhagenVerified email at itu.dk
Roberto TrasartiKDD Lab, ISTI-CNR, PisaVerified email at isti.cnr.it
Francesco BonchiResearch Director at CentaiVerified email at centai.eu
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
Paolo CintiaUniversity of PisaVerified email at di.unipi.it
Francesca PratesiUniversità di PisaVerified email at di.unipi.it
Krzysztof R. AptCWI fellow, CWI , The NetherlandsVerified email at cwi.nl
Giuseppe MancoICAR-CNR, ISI-CNR, Università della Calabria, Università di PisaVerified email at icar.cnr.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


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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	3140	2018
Trajectory pattern mining F Giannotti, M Nanni, F Pinelli, D Pedreschi Proceedings of the 13th ACM SIGKDD international conference on Knowledge …, 2007	1385	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	844	2011
Discrimination-aware data mining D Pedreshi, S Ruggieri, F Turini Proceedings of the 14th ACM SIGKDD international conference on Knowledge …, 2008	728	2008
Time-focused clustering of trajectories of moving objects M Nanni, D Pedreschi Journal of Intelligent Information Systems 27 (3), 267-290, 2006	586	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	429	2011
Returners and explorers dichotomy in human mobility L Pappalardo, F Simini, S Rinzivillo, D Pedreschi, F Giannotti, ... Nature communications 6 (1), 8166, 2015	393	2015
Mobility, data mining and privacy: Geographic knowledge discovery F Giannotti, D Pedreschi Springer, 2008	390	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, 695-719, 2011	380	2011
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	363	2018
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	293	2012
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	291	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	275	2008
Reasoning about termination of pure Prolog programs KR Apt, D Pedreschi Information and computation 106 (1), 109-157, 1993	229	1993
Movement data anonymity through generalization. A Monreale, GL Andrienko, NV Andrienko, F Giannotti, D Pedreschi, ... Trans. Data Priv. 3 (2), 91-121, 2010	218	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	213	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	212	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, 567-593, 2013	179	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	178	2011

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