Publications

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2012
R.Liu, Wang H, Monreale A, Pedreschi D, Giannotti F, Guo W.  2012.  AUDIO: An Integrity Auditing Framework of Outlier-Mining-as-a-Service Systems.. Machine Learning and Knowledge Discovery in Databases, European Conference, ECML PKDD 2012 .
Berlingerio, M, Coscia M, Giannotti F, Monreale A, Pedreschi D.  2012.  Multidimensional networks: foundations of structural analysis. World Wide Web. Volume 15 / 2012 Abstract
Furletti, B, Trasarti R, Gabrielli L, Rinzivillo S, Pappalardo L, Giannotti F.  2012.  Analisi di Mobilita' con dati eterogenei.
Janssens, D, Giannotti F, Nanni M, Pedreschi D, Rinzivillo S.  2012.  Data Science for Simulating the Era of Electric Vehicles. KI - Künstliche Intelligenz.
Rinzivillo, S, Mainardi S, Pezzoni F, Coscia M, Giannotti F, Pedreschi D.  2012.  Discovering the Geographical Borders of Human Mobility. KI - Künstliche Intelligenz.
Coscia, M, Rinzivillo S, Pedreschi D, Giannotti F.  2012.  Optimal Spatial Resolution for the Analysis of Human Mobility. IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining.
Giannotti, F, Lakshmanan LVS, Monreale A, Pedreschi D, Wang H.  2012.  Privacy-preserving Mining of Association Rules from Outsourced Transaction Databases in Clouds.. IEEE Systems Journal.
2011
Giannotti, F, Lakshmanan LVS, Monreale A, Pedreschi D, Wang H.  2011.  Privacy-preserving data mining from outsourced databases.. the 3rd International Conference on Computers, Privacy, and Data Protection: An element of choice .
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.