Publications

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2010
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.
2008
Rinzivillo, S, Turini F, Bogorny V, Körner C, Kuijpers B, May M.  2008.  Knowledge Discovery from Geographical Data. Mobility, Data Mining and Privacy. :243-265.
Atzori, M, Bonchi F, Giannotti F, Pedreschi D.  2008.  Anonymity preserving pattern discovery. VLDB J.. 17:703-727.
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.
Berlingerio, M, Giannotti F, Nanni M, Pinelli F.  2008.  Temporal analysis of process logs: a case study. SEBD. :430-437.
2007
Baglioni, M, Masserotti MV, Renso C, Spinsanti L.  2007.  Building Geospatial Ontologies from Geographical Databases. GeoS. :195-209.
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.
Atzori, M, Bonchi F, Giannotti F, Pedreschi D, Abul O.  2007.  Privacy-Aware Knowledge Discovery from Location Data. MDM. :283-287.
Berlingerio, M, Bonchi F, Giannotti F, Turini F.  2007.  Time-Annotated Sequences for Medical Data Mining. ICDM Workshops. :133-138.
Berlingerio, M, Bonchi F, Giannotti F.  2007.  Towards Constraint-Based Subgraph Mining. SEBD. :274-281.
Giannotti, F, Nanni M, Pinelli F, Pedreschi D.  2007.  Trajectory pattern mining. KDD. :330-339.
2006
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.
Giannotti, F, Nanni M, Pedreschi D.  2006.  Efficient Mining of Temporally Annotated Sequences. SDM.
Berlingerio, M, Bonchi F, Chelazzi S, Curcio M, Giannotti F, Scatena F.  2006.  Mining HLA Patterns Explaining Liver Diseases. CBMS. :702-707.
Giannotti, F, Nanni M, Pedreschi D, Pinelli F.  2006.  Mining sequences with temporal annotations. SAC. :593-597.
Lucchese, C, Bonchi F, Giannotti F, Orlando S, Perego R, Trasarti R.  2006.  On Interactive Pattern Mining from Relational Databases. SEBD. :329-338.
Bonchi, F, Giannotti F, Lucchese C, Orlando S, Perego R, Trasarti R.  2006.  On Interactive Pattern Mining from Relational Databases. KDID. :42-62.
Nanni, M, Pedreschi D.  2006.  Time-focused clustering of trajectories of moving objects. J. Intell. Inf. Syst.. 27:267-289.
Atzori, M, Bonchi F, Giannotti F, Pedreschi D.  2006.  Towards low-perturbation anonymity preserving pattern discovery. SAC. :588-592.
2005
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.  2005.  Blocking Anonymity Threats Raised by Frequent Itemset Mining. ICDM. :561-564.
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.