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    CANDC
    2005
    ACM
    160views Emerging Technology» more  CANDC 2005»
    Gene selection from microarray data for cancer classification - a machine learning approach
    14 years 9 months ago
    Gene selection from microarray data for cancer classification - a machine learning approach
    Download  cbio.ensmp.fr
    A DNA microarray can track the expression levels of thousands of genes simultaneously. Previous research has demonstrated that this technology can be useful in the classification ...
    Yu Wang 0008, Igor V. Tetko, Mark A. Hall, Eibe Fr...
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    EMNLP
    2008
    127views Natural Language Processing» more  EMNLP 2008»
    Improving Chinese Semantic Role Classification with Hierarchical Feature Selection Strategy
    14 years 11 months ago
    Improving Chinese Semantic Role Classification with Hierarchical Feature Selection Strategy
    Download  www.aclweb.org
    In recent years, with the development of Chinese semantically annotated corpus, such as Chinese Proposition Bank and Normalization Bank, the Chinese semantic role labeling (SRL) t...
    Weiwei Ding, Baobao Chang
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    IFIP12
    2004
    90views Information Technology» more  IFIP12 2004»
    Impact on Performance of Hypertext Classification of Selective Rich HTML Capture
    14 years 11 months ago
    Impact on Performance of Hypertext Classification of Selective Rich HTML Capture
    Download  www.maxbramer.org.uk
    : Hypertext categorization is the automatic classification of web documents into predefined classes. It poses new challenges for automatic categorization because of the rich inform...
    Houda Benbrahim, Max Bramer
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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
    15 years 3 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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    KDD
    2004
    ACM
    302views Data Mining» more  KDD 2004»
    Redundancy based feature selection for microarray data
    15 years 10 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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