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
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 .
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.