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    SDM
    2008
    SIAM
    177views Data Mining» more  SDM 2008»
    Practical Private Computation and Zero-Knowledge Tools for Privacy-Preserving Distributed Data Mining
    13 years 9 months ago
    Practical Private Computation and Zero-Knowledge Tools for Privacy-Preserving Distributed Data Mining
    Download  www.cs.berkeley.edu
    In this paper we explore private computation built on vector addition and its applications in privacypreserving data mining. Vector addition is a surprisingly general tool for imp...
    Yitao Duan, John F. Canny
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    EUROISI
    2008
    204views Security Privacy» more  EUROISI 2008»
    Homeland Security Data Mining Using Social Network Analysis
    13 years 9 months ago
    Homeland Security Data Mining Using Social Network Analysis
    Download  isi2008.cpu.edu.tw
    The tragic events of September 11th have caused drastic effects on many aspects of society. Academics in the fields of computational and information science have been called upon ...
    Hsinchun Chen
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    SDM
    2008
    SIAM
    147views Data Mining» more  SDM 2008»
    The Asymmetric Approximate Anytime Join: A New Primitive with Applications to Data Mining
    13 years 9 months ago
    The Asymmetric Approximate Anytime Join: A New Primitive with Applications to Data Mining
    Download  www.cs.ucr.edu
    It has long been noted that many data mining algorithms can be built on top of join algorithms. This has lead to a wealth of recent work on efficiently supporting such joins with ...
    Lexiang Ye, Xiaoyue Wang, Dragomir Yankov, Eamonn ...
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    KDD
    2001
    ACM
    163views Data Mining» more  KDD 2001»
    The "DGX" distribution for mining massive, skewed data
    14 years 8 months ago
    The "DGX" distribution for mining massive, skewed data
    Download  www.informedia.cs.cmu.edu
    Skewed distributions appear very often in practice. Unfortunately, the traditional Zipf distribution often fails to model them well. In this paper, we propose a new probability di...
    Zhiqiang Bi, Christos Faloutsos, Flip Korn
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    ICDM
    2008
    IEEE
    141views Data Mining» more  ICDM 2008»
    Scalable Tensor Decompositions for Multi-aspect Data Mining
    14 years 2 months ago
    Scalable Tensor Decompositions for Multi-aspect Data Mining
    Download  csmr.ca.sandia.gov
    Modern applications such as Internet traffic, telecommunication records, and large-scale social networks generate massive amounts of data with multiple aspects and high dimensiona...
    Tamara G. Kolda, Jimeng Sun
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