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    » Efficient Distribution Mining and Classification
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    SDM
    2008
    SIAM
    97views Data Mining» more  SDM 2008»
    Efficient Distribution Mining and Classification
    13 years 5 months ago
    Efficient Distribution Mining and Classification
    Download  www.db.cs.cmu.edu
    We define and solve the problem of "distribution classification", and, in general, "distribution mining". Given n distributions (i.e., clouds) of multi-dimensi...
    Yasushi Sakurai, Rosalynn Chong, Lei Li, Christos ...
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    IPPS
    1998
    IEEE
    96views Distributed And Parallel Com...» more  IPPS 1998»
    ScalParC: A New Scalable and Efficient Parallel Classification Algorithm for Mining Large Datasets
    13 years 8 months ago
    ScalParC: A New Scalable and Efficient Parallel Classification Algorithm for Mining Large Datasets
    Download  ipdps.cc.gatech.edu
    In this paper, we present ScalParC (Scalable Parallel Classifier), a new parallel formulation of a decision tree based classification process. Like other state-of-the-art decision...
    Mahesh V. Joshi, George Karypis, Vipin Kumar
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    KAIS
    2008
    99views more  KAIS 2008»
    Privacy-preserving SVM classification
    13 years 4 months ago
    Privacy-preserving SVM classification
    Download  cimic.rutgers.edu
    Classical data mining algorithms implicitly assume complete access to all data, either in centralized or federated form. However, privacy and security concerns often prevent sharin...
    Jaideep Vaidya, Hwanjo Yu, Xiaoqian Jiang
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    KDD
    2004
    ACM
    90views Data Mining» more  KDD 2004»
    The IOC algorithm: efficient many-class non-parametric classification for high-dimensional data
    14 years 4 months ago
    The IOC algorithm: efficient many-class non-parametric classification for high-dimensional data
    Download  www.cs.cmu.edu
    Ting Liu, Ke Yang, Andrew W. Moore
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    SDM
    2008
    SIAM
    119views Data Mining» more  SDM 2008»
    An Efficient Local Algorithm for Distributed Multivariate Regression in Peer-to-Peer Networks
    13 years 5 months ago
    An Efficient Local Algorithm for Distributed Multivariate Regression in Peer-to-Peer Networks
    Download  www.cs.umbc.edu
    This paper offers a local distributed algorithm for multivariate regression in large peer-to-peer environments. The algorithm is designed for distributed inferencing, data compact...
    Kanishka Bhaduri, Hillol Kargupta
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