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    ISMDA
    2005
    Springer
    129views Medical Imaging» more  ISMDA 2005»
    Relevance, Redundancy and Differential Prioritization in Feature Selection for Multiclass Gene Expression Data
    14 years 1 months ago
    Relevance, Redundancy and Differential Prioritization in Feature Selection for Multiclass Gene Expression Data
    Download  personal.gscit.monash.edu.au
    The large number of genes in microarray data makes feature selection techniques more crucial than ever. From various ranking-based filter procedures to classifier-based wrapper tec...
    Chia Huey Ooi, Madhu Chetty, Shyh Wei Teng
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    ICPR
    2004
    IEEE
    215views computer vision» more  ICPR 2004»
    Large Scale Feature Selection Using Modified Random Mutation Hill Climbing
    14 years 8 months ago
    Large Scale Feature Selection Using Modified Random Mutation Hill Climbing
    Download  packard.csesp.umflint.edu
    Feature selection is a critical component of many pattern recognition applications. There are two distinct mechanisms for feature selection, namely the wrapper method and the filt...
    Anil K. Jain, Michael E. Farmer, Shweta Bapna
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    KDD
    2004
    ACM
    302views Data Mining» more  KDD 2004»
    Redundancy based feature selection for microarray data
    14 years 8 months ago
    Redundancy based feature selection for microarray data
    Download  www.public.asu.edu
    In gene expression microarray data analysis, selecting a small number of discriminative genes from thousands of genes is an important problem for accurate classification of diseas...
    Lei Yu, Huan Liu
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    DAGSTUHL
    2009
    157views Software Engineering» more  DAGSTUHL 2009»
    Advances in Feature Selection with Mutual Information
    13 years 8 months ago
    Advances in Feature Selection with Mutual Information
    Download  www.dice.ucl.ac.be
    The selection of features that are relevant for a prediction or classification problem is an important problem in many domains involving high-dimensional data. Selecting features h...
    Michel Verleysen, Fabrice Rossi, Damien Fran&ccedi...
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    PRL
    2006
    180views more  PRL 2006»
    MutualBoost learning for selecting Gabor features for face recognition
    13 years 7 months ago
    MutualBoost learning for selecting Gabor features for face recognition
    Download  ima.ac.uk
    This paper describes an improved boosting algorithm, the MutualBoost algorithm, and its application in developing a fast and robust Gabor feature based face recognition system. Th...
    LinLin Shen, Li Bai
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