Data mining and knowledge discovery

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  Año 2014, Vol. 28, Número 1

  • On constrained spectral clustering and its applications

    Xiang Wang, Buyue Qian, Ian Davidson

    • Resumen

    págs. 1-30

    

  • Hierarchical co-clustering: off-line and incremental approaches

    Ruggero Pensa, Dino Ienco, Rosa Meo

    • Resumen

    págs. 31-64

    

  • Training and assessing classification rules with imbalanced data

    Giovanna Menardi, Nicola Torelli

    • Resumen

    págs. 92-122

    

  • Generalized Dirichlet priors for Naïve Bayesian classifiers with multinomial models in document classification

    Tzu-Tsung Wong

    • Resumen

    págs. 123-144

    

  • Anomaly detection in large-scale data stream networks

    Duc-Son Pham, Svetha Venkatesh, Mihai Lazarescu, Saha Budhaditya

    • Resumen

    págs. 145-189

    

  • Local outlier detection reconsidered: a generalized view on locality with applications to spatial, video, and network outlier detection

    Erich Schubert, Arthur Zimek, Hans-Peter Kriegel

    • Resumen

    págs. 190-237

    

  • A statistical significance testing approach to mining the most informative set of patterns

    Jefrey Lijffijt, Panagiotis Papapetrou, Kai Puolamäki

    • Resumen

    págs. 238-263