Publications

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2011
Monreale, A, Trasarti R, Pedreschi D, Renso C, Bogorny V.  2011.  C-safety: a framework for the anonymization of semantic trajectories. Transactions on Data Privacy. 4:73-101.
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, Monreale A, Pedreschi D.  2011.  Foundations of Multidimensional Network Analysis. ASONAM. :485-489.
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.
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.
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.
Monreale, A, Trasarti R, Renso C, Pedreschi D, Bogorny V.  2010.  Preserving privacy in semantic-rich trajectories of human mobility. SPRINGL. :47-54.
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.
Pensa, RG, Monreale A, Pinelli F, Pedreschi D.  2009.  Anonymous Sequences from Trajectory Data. 17th Italian Symposium on Advanced Database Systems.
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).
Pedreschi, D, Ruggieri S, Turini F.  2009.  Integrating induction and deduction for finding evidence of discrimination. ICAIL. :157-166.
Pedreschi, D, Ruggieri S, Turini F.  2009.  Measuring Discrimination in Socially-Sensitive Decision Records. SDM. :581-592.
Giannotti, F, Nanni M, Pedreschi D, Renso C, Trasarti R.  2009.  Mining Mobility Behavior from Trajectory Data. CSE (4). :948-951.
Andrienko, GL, Andrienko NV, Rinzivillo S, Nanni M, Pedreschi D.  2009.  A Visual Analytics Toolkit for Cluster-Based Classification of Mobility Data. SSTD. :432-435.
Andrienko, G, Andrienko N, Rinzivillo S, Nanni M, Pedreschi D, Giannotti F.  2009.  Visual Cluster Analysis of Large Collections of Trajectories. IEEE Visual Analytics Science and Tecnology (VAST 2009).