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    » CDP Mixture Models for Data Clustering
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    ICPR
    2010
    IEEE
    231views Computer Vision» more  ICPR 2010»
    CDP Mixture Models for Data Clustering
    15 years 1 months ago
    CDP Mixture Models for Data Clustering
    Download  www.cis.pku.edu.cn
    —In Dirichlet process (DP) mixture models, the number of components is implicitly determined by the sampling parameters of Dirichlet process. However, this kind of models usually...
    Yangfeng Ji, Tong Lin, Hongbin Zha
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    SADM
    2010
    141views more  SADM 2010»
    A parametric mixture model for clustering multivariate binary data
    14 years 4 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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    NECO
    2011
    186views Computer Networks» more  NECO 2011»
    Conjugate Mixture Models for Clustering Multimodal Data
    14 years 4 months ago
    Conjugate Mixture Models for Clustering Multimodal Data
    Download  perception.inrialpes.fr
    Vasil Khalidov, Florence Forbes, Radu Horaud
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    KDD
    2010
    ACM
    326views Data Mining» more  KDD 2010»
    Document clustering via dirichlet process mixture model with feature selection
    14 years 7 months ago
    Document clustering via dirichlet process mixture model with feature selection
    Download  math.nankai.edu.cn
    One essential issue of document clustering is to estimate the appropriate number of clusters for a document collection to which documents should be partitioned. In this paper, we ...
    Guan Yu, Ruizhang Huang, Zhaojun Wang
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    SDM
    2003
    SIAM
    110views Data Mining» more  SDM 2003»
    Mixture Models and Frequent Sets: Combining Global and Local Methods for 0-1 Data
    14 years 11 months ago
    Mixture Models and Frequent Sets: Combining Global and Local Methods for 0-1 Data
    Download  www.cs.ioc.ee
    We study the interaction between global and local techniques in data mining. Specifically, we study the collections of frequent sets in clusters produced by a probabilistic clust...
    Jaakko Hollmén, Jouni K. Seppänen, Hei...
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