Publications

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Zanda, A, Körner C, Giannotti F, Schulz D, May M.  2008.  Clustering of German municipalities based on mobility characteristics: an overview of results. GIS. :69.
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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.
Trasarti, R, Pinelli F, Nanni M, Giannotti F.  2011.  Mining mobility user profiles for car pooling. KDD. :1190-1198.
Trasarti, R, Giannotti F, Nanni M, Pedreschi D, Renso C.  2011.  A Query Language for Mobility Data Mining. IJDWM. 7:24-45.
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Rossetti, G, Berlingerio M, Giannotti F.  2011.  Scalable Link Prediction on Multidimensional Networks. ICDM Workshops. :979-986.
Rinzivillo, S, Pedreschi D, Nanni M, Giannotti F, Andrienko N, Andrienko G.  2008.  Visually driven analysis of movement data by progressive clustering. Information Visualization. 7:225-239.
Rinzivillo, S, Mainardi S, Pezzoni F, Coscia M, Giannotti F, Pedreschi D.  2012.  Discovering the Geographical Borders of Human Mobility. KI - Künstliche Intelligenz.
Raffaetà, A, Ceccarelli T, Centeno D, Giannotti F, Massolo A, Parent C, Renso C, Spaccapietra S, Turini F.  2008.  An Application of Advanced Spatio-Temporal Formalisms to Behavioural Ecology. GeoInformatica. 12:37-72.
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 .
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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.
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Ortale, R, Ritacco E, Pelekisy N, Trasarti R, Costa G, Giannotti F, Manco G, Renso C, Theodoridisy Y.  2008.  DAEDALUS: A knowledge discovery analysis framework for movement data. SEBD. :191-198.
Ortale, R, Ritacco E, Pelekis N, Trasarti R, Costa G, Giannotti F, Manco G, Renso C, Theodoridis Y.  2008.  The DAEDALUS framework: progressive querying and mining of movement data. GIS. :52.
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.
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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.
M
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.
Monreale, A, Pinelli F, Trasarti R, Giannotti F.  2009.  WhereNext: a location predictor on trajectory pattern mining. KDD. :637-646.
Monreale, A, Pinelli F, Trasarti R, Giannotti F.  2010.  Location Prediction through Trajectory Pattern Mining (Extended Abstract). SEBD. :134-141.
Manco, G, Baglioni M, Giannotti F, Kuijpers B, Raffaetà A, Renso C.  2008.  Querying and Reasoning for Spatiotemporal Data Mining. Mobility, Data Mining and Privacy. :335-374.
Manco, G, Baglioni M, Giannotti F, Kujpers B, Raffaetà A, Renso C.  2008.  Querying and Reasoning for Spatio-Temporal Data Mining.
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Lucchese, C, Bonchi F, Giannotti F, Orlando S, Perego R, Trasarti R.  2006.  On Interactive Pattern Mining from Relational Databases. SEBD. :329-338.
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Janssens, D, Giannotti F, Nanni M, Pedreschi D, Rinzivillo S.  2012.  Data Science for Simulating the Era of Electric Vehicles. KI - Künstliche Intelligenz.
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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, Manco G, Turini F.  2001.  Specifying Mining Algorithms with Iterative User-Defined Aggregates: A Case Study. PKDD. :128-139.
Giannotti, F, Nanni M, Pedreschi D, Pinelli F.  2006.  Mining sequences with temporal annotations. SAC. :593-597.