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    KDD
    2009
    ACM
    159views Data Mining» more  KDD 2009»
    Adapting the right measures for K-means clustering
    14 years 8 months ago
    Adapting the right measures for K-means clustering
    Download  datamining.rutgers.edu
    Clustering validation is a long standing challenge in the clustering literature. While many validation measures have been developed for evaluating the performance of clustering al...
    Junjie Wu, Hui Xiong, Jian Chen
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    KDD
    2008
    ACM
    206views Data Mining» more  KDD 2008»
    Identifying biologically relevant genes via multiple heterogeneous data sources
    14 years 8 months ago
    Identifying biologically relevant genes via multiple heterogeneous data sources
    Download  www.public.asu.edu
    Selection of genes that are differentially expressed and critical to a particular biological process has been a major challenge in post-array analysis. Recent development in bioin...
    Zheng Zhao, Jiangxin Wang, Huan Liu, Jieping Ye, Y...
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    KDD
    2008
    ACM
    174views Data Mining» more  KDD 2008»
    Effective label acquisition for collective classification
    14 years 8 months ago
    Effective label acquisition for collective classification
    Download  www.cs.umd.edu
    Information diffusion, viral marketing, and collective classification all attempt to model and exploit the relationships in a network to make inferences about the labels of nodes....
    Mustafa Bilgic, Lise Getoor
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    KDD
    2007
    ACM
    159views Data Mining» more  KDD 2007»
    Local decomposition for rare class analysis
    14 years 8 months ago
    Local decomposition for rare class analysis
    Download  datamining.rutgers.edu
    Given its importance, the problem of predicting rare classes in large-scale multi-labeled data sets has attracted great attentions in the literature. However, the rare-class probl...
    Junjie Wu, Hui Xiong, Peng Wu, Jian Chen
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    KDD
    2006
    ACM
    170views Data Mining» more  KDD 2006»
    Computer aided detection via asymmetric cascade of sparse hyperplane classifiers
    14 years 8 months ago
    Computer aided detection via asymmetric cascade of sparse hyperplane classifiers
    Download  pages.cs.wisc.edu
    This paper describes a novel classification method for computer aided detection (CAD) that identifies structures of interest from medical images. CAD problems are challenging larg...
    Jinbo Bi, Senthil Periaswamy, Kazunori Okada, Tosh...
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