Dino Pedreschi - Google Scholar Citations

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	All	Since 2015
Citations	11149	5959
h-index	50	36
i10-index	137	87

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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
Luca PappalardoISTI-CNRVerified email at di.unipi.it
Riccardo GuidottiUniversity of Pisa, PisaVerified email at di.unipi.it
Francesco BonchiResearch Leader at the ISI FoundationVerified email at isi.it
Roberto TrasartiKDD Lab, ISTI-CNR, PisaVerified email at isti.cnr.it
Giulio RossettiResearcher @ ISTI-CNRVerified email at isti.cnr.it
Fabio PinelliData Scientist @ Vodafone ItaliaVerified email at vodafone.com
Chiara Rensoresearcher 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
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 BerlingerioEaton - Center for Intelligent PowerVerified email at eaton.com
Maurizio AtzoriAssociate Professor of Computer Science, University of CagliariVerified email at unica.it

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	1155	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	655	2011
Time-focused clustering of trajectories of moving objects M Nanni, D Pedreschi Journal of Intelligent Information Systems 27 (3), 267-289, 2006	472	2006
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	453	2018
Discrimination-aware data mining D Pedreshi, S Ruggieri, F Turini Proceedings of the 14th ACM SIGKDD international conference on Knowledge …, 2008	422	2008
Mobility, data mining and privacy: Geographic knowledge discovery F Giannotti, D Pedreschi Springer, 2008	349	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	321	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	306	2011
Visual analytics of movement G Andrienko, N Andrienko, P Bak, D Keim, S Wrobel Springer Science & Business Media, 2013	287	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	240	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	237	2008
Reasoning about termination of pure Prolog programs KR Apt, D Pedreschi Information and computation 106 (1), 109-157, 1993	223	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	193	2012
Movement data anonymity through generalization. A Monreale, GL Andrienko, NV Andrienko, F Giannotti, D Pedreschi, ... Trans. Data Privacy 3 (2), 91-121, 2010	178	2010
Returners and explorers dichotomy in human mobility L Pappalardo, F Simini, S Rinzivillo, D Pedreschi, F Giannotti, ... Nature communications 6, 8166, 2015	169	2015
Data mining for discrimination discovery S Ruggieri, D Pedreschi, F Turini ACM Transactions on Knowledge Discovery from Data (TKDD) 4 (2), 1-40, 2010	160	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	157	2012
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	157	2009
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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