Fosca Giannotti

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Dino PedreschiProfessor of Computer Science, University of PisaVerified email at di.unipi.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
Roberto TrasartiKDD Lab, ISTI-CNR, PisaVerified email at isti.cnr.it
Riccardo GuidottiAssistant Professor @ University of PisaVerified email at unipi.it
Michele CosciaIT University of CopenhagenVerified email at itu.dk
Luca PappalardoISTI-CNRVerified email at di.unipi.it
Francesco BonchiScientific Director of ISI FoundationVerified email at isi.it
Franco TuriniProfessor of Computer Science, University of Pisa, ItalyVerified email at di.unipi.it
Giulio RossettiResearcher @ ISTI-CNRVerified email at isti.cnr.it
Fabio PinelliAssistant professor, IMT LuccaVerified email at imtlucca.it
Giuseppe MancoICAR-CNR, ISI-CNR, Università della Calabria, Università di PisaVerified email at icar.cnr.it
Salvatore RuggieriUniversità di PisaVerified email at di.unipi.it
Michele BerlingerioNovartis - AI Innovation CenterVerified email at novartis.com
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
Maurizio AtzoriAssociate Professor of Computer Science, University of CagliariVerified email at unica.it
Wendy Hui WangStevens Institute of TechnologyVerified email at stevens.edu

Fosca Giannotti

Director of Research ISTI-CNR Pisa, Italy

Verified email at isti.cnr.it

data mining social network analysis mobility & privacy


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Smart cities of the future M Batty, KW Axhausen, F Giannotti, A Pozdnoukhov, A Bazzani, ... The European Physical Journal Special Topics 214 (1), 481-518, 2012	2062	2012
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	1684	2018
Trajectory pattern mining F Giannotti, M Nanni, F Pinelli, D Pedreschi Proceedings of the 13th ACM SIGKDD international conference on Knowledge …, 2007	1321	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	773	2011
Wherenext: a location predictor on trajectory pattern mining A Monreale, F Pinelli, R Trasarti, F Giannotti Proceedings of the 15th ACM SIGKDD international conference on Knowledge …, 2009	681	2009
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	376	2011
Mobility, data mining and privacy: Geographic knowledge discovery F Giannotti, D Pedreschi Springer, 2008	371	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), 695-719, 2011	356	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	295	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	262	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
Movement data anonymity through generalization. A Monreale, GL Andrienko, NV Andrienko, F Giannotti, D Pedreschi, ... Trans. Data Priv. 3 (2), 91-121, 2010	202	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
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	173	2018
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	168	2013
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	164	2006
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	159	2011
Mining mobility user profiles for car pooling R Trasarti, F Pinelli, M Nanni, F Giannotti Proceedings of the 17th ACM SIGKDD international conference on Knowledge …, 2011	158	2011
Anonymity preserving pattern discovery M Atzori, F Bonchi, F Giannotti, D Pedreschi The VLDB journal 17 (4), 703-727, 2008	150	2008

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