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    SADM
    2010
    141views more  SADM 2010»
    A parametric mixture model for clustering multivariate binary data
    13 years 2 months ago
    A parametric mixture model for clustering multivariate binary data
    Download  users.iems.northwestern.edu
    : The traditional latent class analysis (LCA) uses a mixture model with binary responses on each subject that are independent conditional on cluster membership. However, in many pr...
    Ajit C. Tamhane, Dingxi Qiu, Bruce E. Ankenman
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    SADM
    2010
    196views more  SADM 2010»
    Bayesian adaptive nearest neighbor
    13 years 2 months ago
    Bayesian adaptive nearest neighbor
    Download  www.stat.missouri.edu
    : The k nearest neighbor classification (k-NN) is a very simple and popular method for classification. However, it suffers from a major drawback, it assumes constant local class po...
    Ruixin Guo, Sounak Chakraborty
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    SIAMMAX
    2010
    189views more  SIAMMAX 2010»
    Fast Algorithms for the Generalized Foley-Sammon Discriminant Analysis
    13 years 2 months ago
    Fast Algorithms for the Generalized Foley-Sammon Discriminant Analysis
    Download  www.math.hkbu.edu.hk
    Linear Discriminant Analysis (LDA) is one of the most popular approaches for feature extraction and dimension reduction to overcome the curse of the dimensionality of the high-dime...
    Lei-Hong Zhang, Li-Zhi Liao, Michael K. Ng
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    SIGKDD
    2010
    128views more  SIGKDD 2010»
    On cross-validation and stacking: building seemingly predictive models on random data
    13 years 2 months ago
    On cross-validation and stacking: building seemingly predictive models on random data
    Download  www.sigkdd.org
    A number of times when using cross-validation (CV) while trying to do classification/probability estimation we have observed surprisingly low AUC's on real data with very few...
    Claudia Perlich, Grzegorz Swirszcz
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    SJ
    2010
    420views more  SJ 2010»
    DLNA-Based Multimedia Sharing System for OSGI Framework With Extension to P2P Network
    13 years 2 months ago
    DLNA-Based Multimedia Sharing System for OSGI Framework With Extension to P2P Network
    Download  hcc.dormv6.niu.edu.tw
    Multimedia video sharing has been developed rapidly over the past years. P2P multimedia sharing mechanisms for P2P network such as PPLive, PPStream, Joost, have been used popularly...
    Chin-Feng Lai, Yueh-Min Huang, Han-Chieh Chao
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