Publications

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Journal Article
Atzori, M, Bonchi F, Giannotti F, Pedreschi D.  2005.  Anonymity and data mining. Comput. Syst. Sci. Eng.. 20
Atzori, M, Bonchi F, Giannotti F, Pedreschi D.  2008.  Anonymity preserving pattern discovery. VLDB J.. 17:703-727.
Bonchi, F, Giannotti F, Lucchese C, Orlando S, Perego R, Trasarti R.  2009.  A constraint-based querying system for exploratory pattern discovery. Inf. Syst.. 34:3-27.
Bonchi, F, Giannotti F, Lucchese C, Orlando S, Perego R, Trasarti R.  2009.  A constraint-based querying system for exploratory pattern discovery. Inf. Syst.. 34:3-27.
Bonchi, F, Giannotti F, Mazzanti A, Pedreschi D.  2005.  Efficient breadth-first mining of frequent pattern with monotone constraints. Knowl. Inf. Syst.. 8:131-153.
Bonchi, F, Giannotti F, Mazzanti A, Pedreschi D.  2005.  Exante: A Preprocessing Method for Frequent-Pattern Mining. IEEE Intelligent Systems. 20:25-31.
Bonchi, F, Giannotti F, Gozzi C, Manco G, Nanni M, Pedreschi D, Renso C, Ruggieri S.  2001.  Web log data warehousing and mining for intelligent web caching. Data Knowl. Eng.. 39:165-189.
Bonchi, F, Giannotti F, Gozzi C, Manco G, Nanni M, Pedreschi D, Renso C, Ruggieri S.  2001.  Web log data warehousing and mining for intelligent web caching. Data Knowl. Eng.. 39:165-189.
Conference Paper
Bonchi, F, Giannotti F, Mazzanti A, Pedreschi D.  2003.  Adaptive Constraint Pushing in Frequent Pattern Mining. PKDD. :47-58.
Atzori, M, Bonchi F, Giannotti F, Pedreschi D.  2005.  Blocking Anonymity Threats Raised by Frequent Itemset Mining. ICDM. :561-564.
Bonchi, F, Giannotti F, Mainetto G, Pedreschi D.  1999.  A Classification-Based Methodology for Planning Audit Strategies in Fraud Detection. KDD. :175-184.
Bonchi, F, Giannotti F, Lucchese C, Orlando S, Perego R, Trasarti R.  2006.  ConQueSt: a Constraint-based Querying System for Exploratory Pattern Discovery. ICDE. :159.
Bonchi, F, Giannotti F, Manco G, Renso C, Nanni M, Pedreschi D, Ruggieri S.  2001.  Data Mining for Intelligent Web Caching. ITCC. :599-603.
Bonchi, F, Giannotti F, Manco G, Renso C, Nanni M, Pedreschi D, Ruggieri S.  2001.  Data Mining for Intelligent Web Caching. ITCC. :599-603.
Bonchi, F, Giannotti F, Mazzanti A, Pedreschi D.  2003.  ExAMiner: Optimized Level-wise Frequent Pattern Mining with Monotone Constraint. ICDM. :11-18.
Bonchi, F, Giannotti F, Mazzanti A, Pedreschi D.  2003.  ExAnte: Anticipated Data Reduction in Constrained Pattern Mining. PKDD. :59-70.
Bonchi, F, Giannotti F, Pedreschi D.  2004.  Frequent Pattern Queries for Flexible Knowledge Discovery. SEBD. :250-261.
Abul, O, Atzori M, Bonchi F, Giannotti F.  2007.  Hiding Sensitive Trajectory Patterns. ICDM Workshops. :693-698.
Abul, O, Atzori M, Bonchi F, Giannotti F.  2007.  Hiding Sequences. SEBD. :233-241.
Abul, O, Atzori M, Bonchi F, Giannotti F.  2007.  Hiding Sequences. ICDE Workshops. :147-156.
Berlingerio, M, Bonchi F, Giannotti F, Turini F.  2007.  Mining Clinical Data with a Temporal Dimension: A Case Study. BIBM. :429-436.
Berlingerio, M, Bonchi F, Bringmann B, Gionis A.  2009.  Mining Graph Evolution Rules. ECML/PKDD 2009. :115-130.
Berlingerio, M, Bonchi F, Chelazzi S, Curcio M, Giannotti F, Scatena F.  2006.  Mining HLA Patterns Explaining Liver Diseases. CBMS. :702-707.
Trasarti, R, Bonchi F, Goethals B.  2009.  A new technique for sequential pattern mining under regular expressions. SEBD. :325-332.
Lucchese, C, Bonchi F, Giannotti F, Orlando S, Perego R, Trasarti R.  2006.  On Interactive Pattern Mining from Relational Databases. SEBD. :329-338.