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    SDM
    2008
    SIAM
    139views Data Mining» more  SDM 2008»
    Maximal Quasi-Bicliques with Balanced Noise Tolerance: Concepts and Co-clustering Applications
    15 years 7 months ago
    Maximal Quasi-Bicliques with Balanced Noise Tolerance: Concepts and Co-clustering Applications
    Download  www.comp.nus.edu.sg
    The rigid all-versus-all adjacency required by a maximal biclique for its two vertex sets is extremely vulnerable to missing data. In the past, several types of quasi-bicliques ha...
    Jinyan Li, Kelvin Sim, Guimei Liu, Limsoon Wong
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    SDM
    2007
    SIAM
    162views Data Mining» more  SDM 2007»
    Probabilistic Joint Feature Selection for Multi-task Learning
    15 years 7 months ago
    Probabilistic Joint Feature Selection for Multi-task Learning
    Download  siam.org
    We study the joint feature selection problem when learning multiple related classification or regression tasks. By imposing an automatic relevance determination prior on the hypo...
    Tao Xiong, Jinbo Bi, R. Bharat Rao, Vladimir Cherk...
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    160
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    SDM
    2007
    SIAM
    198views Data Mining» more  SDM 2007»
    Learning from Time-Changing Data with Adaptive Windowing
    15 years 7 months ago
    Learning from Time-Changing Data with Adaptive Windowing
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    We present a new approach for dealing with distribution change and concept drift when learning from data sequences that may vary with time. We use sliding windows whose size, inst...
    Albert Bifet, Ricard Gavaldà
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    162
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    SDM
    2007
    SIAM
    112views Data Mining» more  SDM 2007»
    PoClustering: Lossless Clustering of Dissimilarity Data
    15 years 7 months ago
    PoClustering: Lossless Clustering of Dissimilarity Data
    Download  siam.org
    Given a set of objects V with a dissimilarity measure between pairs of objects in V , a PoCluster is a collection of sets P ⊂ powerset(V ) partially ordered by the ⊂ relation ...
    Jinze Liu, Qi Zhang, Wei Wang 0010, Leonard McMill...
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    185
    Voted
    MSV
    2004
    162views Modeling And Simulation» more  MSV 2004»
    MABAC - Matrix Based Clustering Algorithm
    15 years 7 months ago
    MABAC - Matrix Based Clustering Algorithm
    Download  sosa.ucsd.edu
    Clustering is a prominent method in the data mining field. It is a discovery process that groups data such that intra cluster similarity is maximized and the inter cluster similar...
    Yonghui Chen, Alan P. Sprague, Kevin D. Reilly
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