Publications

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Conference Paper
F. Bonchi, Giannotti, F., Mazzanti, A., and Pedreschi, D., Adaptive Constraint Pushing in Frequent Pattern Mining, in PKDD, 2003, pp. 47-58.
M. Atzori, Bonchi, F., Giannotti, F., and Pedreschi, D., Blocking Anonymity Threats Raised by Frequent Itemset Mining, in ICDM, 2005, pp. 561-564.
F. Bonchi, Giannotti, F., Mainetto, G., and Pedreschi, D., A Classification-Based Methodology for Planning Audit Strategies in Fraud Detection, in KDD, 1999, pp. 175-184.
F. Bonchi, Giannotti, F., Lucchese, C., Orlando, S., Perego, R., and Trasarti, R., ConQueSt: a Constraint-based Querying System for Exploratory Pattern Discovery, in ICDE, 2006, p. 159.
F. Bonchi, Giannotti, F., Manco, G., Renso, C., Nanni, M., Pedreschi, D., and Ruggieri, S., Data Mining for Intelligent Web Caching, in ITCC, 2001, pp. 599-603.
F. Bonchi, Giannotti, F., Manco, G., Renso, C., Nanni, M., Pedreschi, D., and Ruggieri, S., Data Mining for Intelligent Web Caching, in ITCC, 2001, pp. 599-603.
F. Bonchi, Giannotti, F., Mazzanti, A., and Pedreschi, D., ExAMiner: Optimized Level-wise Frequent Pattern Mining with Monotone Constraint, in ICDM, 2003, pp. 11-18.
F. Bonchi, Giannotti, F., Mazzanti, A., and Pedreschi, D., ExAnte: Anticipated Data Reduction in Constrained Pattern Mining, in PKDD, 2003, pp. 59-70.
F. Bonchi, Giannotti, F., and Pedreschi, D., Frequent Pattern Queries for Flexible Knowledge Discovery, in SEBD, 2004, pp. 250-261.
O. Abul, Atzori, M., Bonchi, F., and Giannotti, F., Hiding Sensitive Trajectory Patterns, in ICDM Workshops, 2007, pp. 693-698.
O. Abul, Atzori, M., Bonchi, F., and Giannotti, F., Hiding Sequences, in SEBD, 2007, pp. 233-241.
O. Abul, Atzori, M., Bonchi, F., and Giannotti, F., Hiding Sequences, in ICDE Workshops, 2007, pp. 147-156.
C. Lucchese, Bonchi, F., Giannotti, F., Orlando, S., Perego, R., and Trasarti, R., On Interactive Pattern Mining from Relational Databases, in SEBD, 2006, pp. 329-338.
F. Bonchi, Giannotti, F., Lucchese, C., Orlando, S., Perego, R., and Trasarti, R., On Interactive Pattern Mining from Relational Databases, in KDID, 2006, pp. 42-62.
M. Berlingerio, Bonchi, F., Giannotti, F., and Turini, F., Mining Clinical Data with a Temporal Dimension: A Case Study, in BIBM, 2007, pp. 429-436.
M. Berlingerio, Bonchi, F., Bringmann, B., and Gionis, A., Mining Graph Evolution Rules, in ECML/PKDD 2009, Bled, Slovenia, 2009, pp. 115-130.
M. Berlingerio, Bonchi, F., Chelazzi, S., Curcio, M., Giannotti, F., and Scatena, F., Mining HLA Patterns Explaining Liver Diseases, in CBMS, 2006, pp. 702-707.
R. Trasarti, Bonchi, F., and Goethals, B., A new technique for sequential pattern mining under regular expressions, in SEBD, 2009, pp. 325-332.
F. Bonchi, Giannotti, F., Mazzanti, A., and Pedreschi, D., Pre-processing for Constrained Pattern Mining, in SEBD, 2003, pp. 519-530.
M. Atzori, Bonchi, F., Giannotti, F., Pedreschi, D., and Abul, O., Privacy-Aware Knowledge Discovery from Location Data, in MDM, 2007, pp. 283-287.
F. Bonchi and Giannotti, F., Pushing Constraints to Detect Local Patterns, in Local Pattern Detection, 2004, pp. 1-19.
F. Bonchi, Giannotti, F., and Pedreschi, D., A Relational Query Primitive for Constraint-Based Pattern Mining, in Constraint-Based Mining and Inductive Databases, 2004, pp. 14-37.
M. Berlingerio, Bonchi, F., Giannotti, F., and Turini, F., Time-Annotated Sequences for Medical Data Mining, in ICDM Workshops, 2007, pp. 133-138.

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