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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
    13 years 10 months ago
    Mixture Models and Frequent Sets: Combining Global and Local Methods for 0-1 Data
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    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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    AAAI
    2008
    219views Intelligent Agents» more  AAAI 2008»
    Clustering via Random Walk Hitting Time on Directed Graphs
    13 years 11 months ago
    Clustering via Random Walk Hitting Time on Directed Graphs
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    In this paper, we present a general data clustering algorithm which is based on the asymmetric pairwise measure of Markov random walk hitting time on directed graphs. Unlike tradi...
    Mo Chen, Jianzhuang Liu, Xiaoou Tang
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    JIFS
    2008
    155views more  JIFS 2008»
    Improving supervised learning performance by using fuzzy clustering method to select training data
    13 years 8 months ago
    Improving supervised learning performance by using fuzzy clustering method to select training data
    Download  uclab.khu.ac.kr
    The crucial issue in many classification applications is how to achieve the best possible classifier with a limited number of labeled data for training. Training data selection is ...
    Donghai Guan, Weiwei Yuan, Young-Koo Lee, Andrey G...
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    VTC
    2006
    IEEE
    129views Communications» more  VTC 2006»
    A Framework for Automatic Clustering of Parametric MIMO Channel Data Including Path Powers
    14 years 2 months ago
    A Framework for Automatic Clustering of Parametric MIMO Channel Data Including Path Powers
    Download  userver.ftw.at
    — We present a solution to the problem of identifying clusters from MIMO measurement data in a data window, with a minimum of user interaction. Conventionally, visual inspection ...
    Nicolai Czink, Pierluigi Cera, Jari Salo, Ernst Bo...
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    BMCBI
    2006
    98views more  BMCBI 2006»
    In search of functional association from time-series microarray data based on the change trend and level of gene expression
    13 years 8 months ago
    In search of functional association from time-series microarray data based on the change trend and level of gene expression
    Download  www.biomedcentral.com
    Background: The increasing availability of time-series expression data opens up new possibilities to study functional linkages of genes. Present methods used to infer functional l...
    Feng He, An-Ping Zeng
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