Data mining and knowledge discovery

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  Año 2011, Vol. 22, Número 3

  • Guest editorial: special issue on data mining with matrices, graphs and tensors

    Tao Li, Chris Ding, Fei Wang

    págs. 337-339

    

  • Manifold elastic net: a unified framework for sparse dimension reduction

    Tianyi Zhou, Dacheng Tao, Xindong Wu

    • Resumen

    págs. 340-371

    

  • Matrix-variate and higher-order probabilistic projections

    Shipeng Yu, Jinbo Bi, Jieping Ye

    • Resumen

    págs. 372-392

    

  • Learning bidirectional asymmetric similarity for collaborative filtering via matrix factorization

    Bin Cao, Qiang Yang, Jian-Tao Sun, Zheng Chen

    • Resumen

    págs. 393-418

    

  • Nonnegative tensor factorization as an alternative Csiszar–Tusnady procedure: algorithms, convergence, probabilistic interpretations and novel probabilistic tensor latent variable analysis algorithms

    Stefanos Zafeiriou, Maria Petrou

    • Resumen

    págs. 419-466

    

  • Hierarchical visual event pattern mining and its applications

    Peng Cui, Zhi-Qiang Liu, Li-Feng Sun, Shi-Qiang Yang

    • Resumen

    págs. 467-492

    

  • Community discovery using nonnegative matrix factorization

    Fei Wang, Tao Li, Xin Wang, Shenghuo Zhu, Chris Ding

    • Resumen

    págs. 493-521