Publications

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Journal Article
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.
Conference Proceedings
Pensa, RG, Monreale A, Pinelli F, Pedreschi D.  2009.  Anonymous Sequences from Trajectory Data. 17th Italian Symposium on Advanced Database Systems.
Pinelli, F, Monreale A, Trasarti R, Giannotti F.  2008.  Location prediction within the mobility data analysis environment Daedalus. First International Workshop on Computational Transportation Science.
Monreale, A, Pinelli F, Trasarti R, Giannotti F.  2009.  WhereNext: a Location Predictor on Trajectory Pattern Mining. 15th ACM SIGKDD Conference on Knowledge Discovery and Data Mining.
Conference Paper
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.
Monreale, A, Pinelli F, Trasarti R, Giannotti F.  2010.  Location Prediction through Trajectory Pattern Mining (Extended Abstract). SEBD. :134-141.
Trasarti, R, Pinelli F, Nanni M, Giannotti F.  2011.  Mining mobility user profiles for car pooling. KDD. :1190-1198.
Giannotti, F, Nanni M, Pedreschi D, Pinelli F.  2006.  Mining sequences with temporal annotations. SAC. :593-597.
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.
Pensa, RG, Monreale A, Pinelli F, Pedreschi D.  2008.  Pattern-Preserving k-Anonymization of Sequences and its Application to Mobility Data Mining. PiLBA.
Berlingerio, M, Giannotti F, Nanni M, Pinelli F.  2008.  Temporal analysis of process logs: a case study. SEBD. :430-437.
Berlingerio, M, Pinelli F, Nanni M, Giannotti F.  2009.  Temporal mining for interactive workflow data analysis. KDD. :109-118.
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.  2009.  Trajectory pattern analysis for urban traffic. Second International Workshop on Computational Transportation Science. :43-47.
Giannotti, F, Nanni M, Pinelli F, Pedreschi D.  2007.  Trajectory pattern mining. KDD. :330-339.
Monreale, A, Pinelli F, Trasarti R, Giannotti F.  2009.  WhereNext: a location predictor on trajectory pattern mining. KDD. :637-646.