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    SDM
    2007
    SIAM
    108views Data Mining» more  SDM 2007»
    Semi-Supervised Dimensionality Reduction
    14 years 11 months ago
    Semi-Supervised Dimensionality Reduction
    Download  cs.nju.edu.cn
    Dimensionality reduction is among the keys in mining highdimensional data. This paper studies semi-supervised dimensionality reduction. In this setting, besides abundant unlabeled...
    Daoqiang Zhang, Zhi-Hua Zhou, Songcan Chen
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    SDM
    2007
    SIAM
    85views Data Mining» more  SDM 2007»
    Kernel Based Detection of Mislabeled Training Examples
    14 years 11 months ago
    Kernel Based Detection of Mislabeled Training Examples
    Download  www.cse.msu.edu
    The problem of identifying mislabeled training examples has been examined in several studies, with a variety of approaches developed for editing the training data to obtain better...
    Hamed Valizadegan, Pang-Ning Tan
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    SDM
    2007
    SIAM
    167views Data Mining» more  SDM 2007»
    Bandits for Taxonomies: A Model-based Approach
    14 years 11 months ago
    Bandits for Taxonomies: A Model-based Approach
    Download  www.cs.cmu.edu
    We consider a novel problem of learning an optimal matching, in an online fashion, between two feature spaces that are organized as taxonomies. We formulate this as a multi-armed ...
    Sandeep Pandey, Deepak Agarwal, Deepayan Chakrabar...
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    SDM
    2007
    SIAM
    190views Data Mining» more  SDM 2007»
    AC-Framework for Privacy-Preserving Collaboration
    14 years 11 months ago
    AC-Framework for Privacy-Preserving Collaboration
    Download  siam.org
    The secure multi-party computation (SMC) model provides means for balancing the use and confidentiality of distributed data. Increasing security concerns have led to a surge in w...
    Wei Jiang, Chris Clifton
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    SDM
    2007
    SIAM
    103views Data Mining» more  SDM 2007»
    A System for Keyword Search on Textual Streams
    14 years 11 months ago
    A System for Keyword Search on Textual Streams
    Download  users.cs.fiu.edu
    An increasing amount of data is produced in the form of text streams − these can be RSS news feeds, TV closed captions, emails, etc. We study the problem of answering keyword qu...
    Vagelis Hristidis, Oscar Valdivia, Michail Vlachos...
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