C.N.R.
Consiglio
Nazionale delle
Ricerche
Knowledge Discovery and Delivery Laboratory P3D High Performance Computing Laboratory I.S.T.I. "A. Faedo"

Publications

  • F. Bonchi and C. Lucchese.
    On Closed Constrained Frequent Pattern Mining.
    In Proceedings of the Fourth IEEE International Conference on Data Mining, ICDM 2004.
    [pdf:743KB]

  • F. Bonchi and B. Goethals.
    FP-Bonsai: the Art of Growing and Pruning Small FP-Trees.
    In Proceedings of the Eighth Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2004.
    [pdf:109KB]

  • F. Bonchi, F. Giannotti, A. Mazzanti and D. Pedreschi.
    Efficient Breadth-first Mining of Frequent Pattern with Monotone Constraints.
    To appear in Knowledge and Information Systems (KAIS) journal, 2004.
    [pdf:325KB]

  • F. Bonchi, F. Giannotti, A. Mazzanti and D. Pedreschi.
    Preprocessing for Frequent Pattern Mining Through Data Reduction.
    Submitted to Journal of Intelligent System.

  • C.Lucchese, S.Orlando and R. Perego.
    Mining Frequent Closed Itemsets without Duplicates Generation.
    Technical Report ISTI-2004-TR-13.
    [pdf:150KB]

 

 


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