Dino Pedreschi

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Citations	20760	12315
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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 PappalardoSenior Researcher at ISTI-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
Gennady Andrienkolead scientist @ Fraunhofer IAIS & Lamarr Institute & professor @ City University LondonVerified email at iais.fraunhofer.de
Natalia AndrienkoFraunhofer IAIS (lead scientist) & Lamarr Institute & City University London (professor)Verified email at iais.fraunhofer.de
Chiara RensoSenior researcher at ISTI - CNRVerified email at isti.cnr.it
Paolo CintiaKode SolutionsVerified email at kode-solutions.net
Francesca PratesiUniversità di PisaVerified email at di.unipi.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

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	3935	2018
Trajectory pattern mining F Giannotti, M Nanni, F Pinelli, D Pedreschi Proceedings of the 13th ACM SIGKDD international conference on Knowledge …, 2007	1416	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	863	2011
Discrimination-aware data mining D Pedreshi, S Ruggieri, F Turini Proceedings of the 14th ACM SIGKDD international conference on Knowledge …, 2008	808	2008
Time-focused clustering of trajectories of moving objects M Nanni, D Pedreschi Journal of Intelligent Information Systems 27, 267-289, 2006	611	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	452	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	447	2018
Returners and explorers dichotomy in human mobility L Pappalardo, F Simini, S Rinzivillo, D Pedreschi, F Giannotti, ... Nature communications 6 (1), 8166, 2015	445	2015
Mobility, data mining and privacy: Geographic knowledge discovery F Giannotti, D Pedreschi Springer, 2008	398	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	390	2011
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	311	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	307	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	281	2008
Reasoning about termination of pure Prolog programs KR Apt, D Pedreschi Information and computation 106 (1), 109-157, 1993	237	1993
Factual and counterfactual explanations for black box decision making R Guidotti, A Monreale, F Giannotti, D Pedreschi, S Ruggieri, F Turini IEEE Intelligent Systems 34 (6), 14-23, 2019	226	2019
Movement data anonymity through generalization. A Monreale, GL Andrienko, NV Andrienko, F Giannotti, D Pedreschi, ... Trans. Data Priv. 3 (2), 91-121, 2010	225	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	225	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	220	2010
Multidimensional networks: foundations of structural analysis M Berlingerio, M Coscia, F Giannotti, A Monreale, D Pedreschi World Wide Web 16, 567-593, 2013	195	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	184	2011

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