Dino Pedreschi - Google Scholar

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	All	Since 2015
Citations	11899	6671
h-index	53	35
i10-index	148	97

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Co-authors

Fosca GiannottiDirector of Research ISTI-CNR Pisa, ItalyVerified email at isti.cnr.it
Mirco NanniResearcher at KDD Lab, ISTI-CNR, PisaVerified email at isti.cnr.it
Anna MonrealeUniversity of PisaVerified email at di.unipi.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
Michele CosciaIT University of CopenhagenVerified email at itu.dk
Riccardo GuidottiAssistant Professor @ University of PisaVerified email at unipi.it
Luca PappalardoISTI-CNRVerified email at di.unipi.it
Roberto TrasartiKDD Lab, ISTI-CNR, PisaVerified email at isti.cnr.it
Giulio RossettiResearcher @ ISTI-CNRVerified email at isti.cnr.it
Francesco BonchiScientific Director of ISI FoundationVerified email at isi.it
Fabio PinelliData Scientist @ Vodafone ItaliaVerified email at vodafone.com
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 Rensoresearcher 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
Wendy Hui WangStevens Institute of TechnologyVerified email at stevens.edu

Dino Pedreschi

Professor of Computer Science, University of Pisa

Verified email at di.unipi.it - Homepage

Data Science Data Mining Social Network Analysis Privacy Data Ethics


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Trajectory pattern mining F Giannotti, M Nanni, F Pinelli, D Pedreschi Proceedings of the 13th ACM SIGKDD international conference on Knowledge …, 2007	1189	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	680	2011
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	655	2018
Time-focused clustering of trajectories of moving objects M Nanni, D Pedreschi Journal of Intelligent Information Systems 27 (3), 267-289, 2006	483	2006
Discrimination-aware data mining D Pedreshi, S Ruggieri, F Turini Proceedings of the 14th ACM SIGKDD international conference on Knowledge …, 2008	463	2008
Mobility, data mining and privacy: Geographic knowledge discovery F Giannotti, D Pedreschi Springer, 2008	352	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, 2011	326	2011
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	320	2011
Visual analytics of movement G Andrienko, N Andrienko, P Bak, D Keim, S Wrobel Springer Science & Business Media, 2013	316	2013
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	244	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	243	2008
Reasoning about termination of pure Prolog programs KR Apt, D Pedreschi Information and computation 106 (1), 109-157, 1993	225	1993
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	202	2012
Returners and explorers dichotomy in human mobility L Pappalardo, F Simini, S Rinzivillo, D Pedreschi, F Giannotti, ... Nature communications 6 (1), 1-8, 2015	190	2015
Movement data anonymity through generalization. A Monreale, GL Andrienko, NV Andrienko, F Giannotti, D Pedreschi, ... Trans. Data Priv. 3 (2), 91-121, 2010	186	2010
Data mining for discrimination discovery S Ruggieri, D Pedreschi, F Turini ACM Transactions on Knowledge Discovery from Data (TKDD) 4 (2), 1-40, 2010	166	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	166	2009
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	163	2012
Efficient mining of temporally annotated sequences F Giannotti, M Nanni, D Pedreschi Proceedings of the 2006 SIAM international conference on data mining, 348-359, 2006	149	2006
Anonymity preserving pattern discovery M Atzori, F Bonchi, F Giannotti, D Pedreschi The VLDB journal 17 (4), 703-727, 2008	139	2008

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