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    INCDM
    2010
    Springer
    166views Data Mining» more  INCDM 2010»
    Comparison of Redundancy and Relevance Measures for Feature Selection in Tissue Classification of CT Images
    13 years 8 months ago
    Comparison of Redundancy and Relevance Measures for Feature Selection in Tissue Classification of CT Images
    Download  www.mendeley.com
    In this paper we report on a study on feature selection within the minimum
    Benjamin Auffarth, Maite López, Jesú...
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    BMCBI
    2006
    94views more  BMCBI 2006»
    Noise-injected neural networks show promise for use on small-sample expression data
    13 years 10 months ago
    Noise-injected neural networks show promise for use on small-sample expression data
    Download  www.biomedcentral.com
    Background: Overfitting the data is a salient issue for classifier design in small-sample settings. This is why selecting a classifier from a constrained family of classifiers, on...
    Jianping Hua, James Lowey, Zixiang Xiong, Edward R...
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    ICDM
    2008
    IEEE
    164views Data Mining» more  ICDM 2008»
    Classifying High-Dimensional Text and Web Data Using Very Short Patterns
    14 years 4 months ago
    Classifying High-Dimensional Text and Web Data Using Very Short Patterns
    Download  www.cs.columbia.edu
    In this paper, we propose the "Democratic Classifier", a simple, democracy-inspired patternbased classification algorithm that uses very short patterns for classificatio...
    Hassan H. Malik, John R. Kender
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    SDM
    2009
    SIAM
    107views Data Mining» more  SDM 2009»
    A Semi-Supervised Framework for Feature Mapping and Multiclass Classification.
    14 years 7 months ago
    A Semi-Supervised Framework for Feature Mapping and Multiclass Classification.
    Download  www.siam.org
    Bo Chen, Ivor Tsang, Tak-Lam Wong, Wai Lam
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    PKDD
    2005
    Springer
    108views Data Mining» more  PKDD 2005»
    Word Sense Disambiguation for Exploiting Hierarchical Thesauri in Text Classification
    14 years 3 months ago
    Word Sense Disambiguation for Exploiting Hierarchical Thesauri in Text Classification
    Download  www.db-net.aueb.gr
    Dimitrios Mavroeidis, George Tsatsaronis, Michalis...
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