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    SDM
    2007
    SIAM
    162views Data Mining» more  SDM 2007»
    Probabilistic Joint Feature Selection for Multi-task Learning
    14 years 11 months ago
    Probabilistic Joint Feature Selection for Multi-task Learning
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    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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    SDM
    2007
    SIAM
    130views Data Mining» more  SDM 2007»
    Towards Attack-Resilient Geometric Data Perturbation
    14 years 11 months ago
    Towards Attack-Resilient Geometric Data Perturbation
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    Data perturbation is a popular technique for privacypreserving data mining. The major challenge of data perturbation is balancing privacy protection and data quality, which are no...
    Keke Chen, Gordon Sun, Ling Liu
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    SDM
    2007
    SIAM
    140views Data Mining» more  SDM 2007»
    A General Framework for Mining Concept-Drifting Data Streams with Skewed Distributions
    14 years 11 months ago
    A General Framework for Mining Concept-Drifting Data Streams with Skewed Distributions
    Download  www.cs.uiuc.edu
    In recent years, there have been some interesting studies on predictive modeling in data streams. However, most such studies assume relatively balanced and stable data streams but...
    Jing Gao, Wei Fan, Jiawei Han, Philip S. Yu
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    SDM
    2007
    SIAM
    86views Data Mining» more  SDM 2007»
    Identifying Bundles of Product Options using Mutual Information Clustering
    14 years 11 months ago
    Identifying Bundles of Product Options using Mutual Information Clustering
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    Mass-produced goods tend to be highly standardized in order to maximize manufacturing efficiencies. Some high-value goods with limited production quantities remain much less stand...
    Claudia Perlich, Saharon Rosset
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    SDM
    2007
    SIAM
    145views Data Mining» more  SDM 2007»
    Finding Motifs in a Database of Shapes
    14 years 11 months ago
    Finding Motifs in a Database of Shapes
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    The problem of efficiently finding images that are similar to a target image has attracted much attention in the image processing community and is rightly considered an informatio...
    Xiaopeng Xi, Eamonn J. Keogh, Li Wei, Agenor Mafra...
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