Publications

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2011
Coscia, M, Giannotti F, Pedreschi D.  2011.  A classification for community discovery methods in complex networks. Statistical Analysis and Data Mining. 4:512-546.
Berlingerio, M, Coscia M, Giannotti F.  2011.  Finding and Characterizing Communities in Multidimensional Networks. ASONAM. :490-494.
Berlingerio, M, Coscia M, Giannotti F.  2011.  Finding redundant and complementary communities in multidimensional networks. CIKM. :2181-2184.
Berlingerio, M, Coscia M, Giannotti F, Monreale A, Pedreschi D.  2011.  Foundations of Multidimensional Network Analysis. ASONAM. :485-489.
Trasarti, R, Pinelli F, Nanni M, Giannotti F.  2011.  Mining mobility user profiles for car pooling. KDD. :1190-1198.
Berlingerio, M, Coscia M, Giannotti F, Monreale A, Pedreschi D.  2011.  The pursuit of hubbiness: Analysis of hubs in large multidimensional networks. J. Comput. Science. 2:223-237.
Trasarti, R, Giannotti F, Nanni M, Pedreschi D, Renso C.  2011.  A Query Language for Mobility Data Mining. IJDWM. 7:24-45.
Rossetti, G, Berlingerio M, Giannotti F.  2011.  Scalable Link Prediction on Multidimensional Networks. ICDM Workshops. :979-986.
Ong, R, Pinelli F, Trasarti R, Nanni M, Renso C, Rinzivillo S, Giannotti F.  2011.  Traffic Jams Detection Using Flock Mining. ECML/PKDD (3). :650-653.
Giannotti, F, Nanni M, Pedreschi D, Pinelli F, Renso C, Rinzivillo S, Trasarti R.  2011.  Unveiling the complexity of human mobility by querying and mining massive trajectory data. VLDB J.. 20:695-719.
2010
Nanni, M, Trasarti R, Renso C, Giannotti F, Pedreschi D.  2010.  Advanced knowledge discovery on movement data with the GeoPKDD system. EDBT. :693-696.
Nanni, M, Trasarti R, Renso C, Giannotti F, Pedreschi D.  2010.  Advanced knowledge discovery on movement data with the GeoPKDD system. EDBT. :693-696.
Berlingerio, M, Coscia M, Giannotti F, Monreale A, Pedreschi D.  2010.  As Time Goes by: Discovering Eras in Evolving Social Networks. PAKDD (1). :81-90.
Berlingerio, M, Coscia M, Giannotti F, Monreale A, Pedreschi D.  2010.  Discovering Eras in Evolving Social Networks (Extended Abstract). SEBD. :78-85.
Trasarti, R, Rinzivillo S, Pinelli F, Nanni M, Monreale A, Renso C, Pedreschi D, Giannotti F.  2010.  Exploring Real Mobility Data with M-Atlas. ECML/PKDD (3). :624-627.
Andrienko, G, Andrienko N, Giannotti F, Monreale A, Pedreschi D, Rinzivillo S.  2010.  A Generalisation-based Approach to Anonymising Movement Data. 13th AGILE conference on Geographic Information Science.
Monreale, A, Pinelli F, Trasarti R, Giannotti F.  2010.  Location Prediction through Trajectory Pattern Mining (Extended Abstract). SEBD. :134-141.
Giannotti, F, Nanni M, Pedreschi D, Pinelli F, Renso C, Rinzivillo S, Trasarti R.  2010.  Mobility data mining: discovering movement patterns from trajectory data. Computational Transportation Science. :7-10.
Berlingerio, M, Coscia M, Giannotti F, Monreale A, Pedreschi D.  2010.  Towards Discovery of Eras in Social Networks. M3SN 2010 Workshop, in conjunction with ICDE2010.
Berlingerio, M, Coscia M, Giannotti F, Monreale A, Pedreschi D.  2010.  Towards discovery of eras in social networks. ICDE Workshops. :278-281.
2009
Giannotti, F, Nanni M, Pedreschi D, Pinelli F.  2009.  Trajectory pattern analysis for urban traffic. Second International Workshop on Computational Transportation Science. :43-47.
Bonchi, F, Giannotti F, Lucchese C, Orlando S, Perego R, Trasarti R.  2009.  A constraint-based querying system for exploratory pattern discovery. Inf. Syst.. 34:3-27.
Bonchi, F, Giannotti F, Lucchese C, Orlando S, Perego R, Trasarti R.  2009.  A constraint-based querying system for exploratory pattern discovery. Inf. Syst.. 34:3-27.
Giannotti, F, Pedreschi D, Theodoridis Y.  2009.  Geographic privacy-aware knowledge discovery and delivery. EDBT. :1157-1158.
Giannotti, F, Nanni M, Pedreschi D, Renso C, Rinzivillo S, Trasarti R.  2009.  GeoPKDD – Geographic Privacy-aware Knowledge Discovery. The European Future Technologies Conference (FET 2009).