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
Michele CosciaIT University of CopenhagenVerified email at itu.dk
Riccardo GuidottiAssistant Professor @ University of PisaVerified email at unipi.it
Francesco BonchiScientific Director of ISI FoundationVerified email at isi.it
Luca PappalardoISTI-CNRVerified email at di.unipi.it
Giulio RossettiResearcher @ ISTI-CNRVerified email at isti.cnr.it
Franco TuriniProfessor of Computer Science, University of Pisa, ItalyVerified email at di.unipi.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
Michele BerlingerioNovartis - AI Innovation CenterVerified email at novartis.com
Chiara RensoSenior researcher at ISTI - CNRVerified email at isti.cnr.it
Salvatore RuggieriUniversità di PisaVerified email at di.unipi.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


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
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	1869	2012
Trajectory pattern mining F Giannotti, M Nanni, F Pinelli, D Pedreschi Proceedings of the 13th ACM SIGKDD international conference on Knowledge …, 2007	1294	2007
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	1278	2018
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	751	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	663	2009
Mobility, data mining and privacy: Geographic knowledge discovery F Giannotti, D Pedreschi Springer, 2008	369	2008
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	354	2011
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	348	2011
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	265	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	256	2008
Returners and explorers dichotomy in human mobility L Pappalardo, F Simini, S Rinzivillo, D Pedreschi, F Giannotti, ... Nature communications 6 (1), 1-8, 2015	251	2015
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	234	2012
Movement data anonymity through generalization. A Monreale, GL Andrienko, NV Andrienko, F Giannotti, D Pedreschi, ... Trans. Data Priv. 3 (2), 91-121, 2010	196	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	178	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	161	2006
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	159	2013
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	153	2011
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	153	2011
Anonymity preserving pattern discovery M Atzori, F Bonchi, F Giannotti, D Pedreschi The VLDB journal 17 (4), 703-727, 2008	143	2008
A classification-based methodology for planning audit strategies in fraud detection F Bonchi, F Giannotti, G Mainetto, D Pedreschi Proceedings of the fifth ACM SIGKDD international conference on Knowledge …, 1999	134	1999

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