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    » Memetic Algorithms for Feature Selection on Microarray Data
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    NIPS
    2003
    151views Information Technology» more  NIPS 2003»
    Fast Feature Selection from Microarray Expression Data via Multiplicative Large Margin Algorithms
    14 years 11 months ago
    Fast Feature Selection from Microarray Expression Data via Multiplicative Large Margin Algorithms
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    New feature selection algorithms for linear threshold functions are described which combine backward elimination with an adaptive regularization method. This makes them particular...
    Claudio Gentile
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    93
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    TCBB
    2010
    108views more  TCBB 2010»
    Identification of Full and Partial Class Relevant Genes
    14 years 5 months ago
    Identification of Full and Partial Class Relevant Genes
    Download  ci.louisville.edu
    Multiclass cancer classification on microarray data has provided the feasibility of cancer diagnosis across all of the common malignancies in parallel. Using multiclass cancer feat...
    Zexuan Zhu, Yew-Soon Ong, Jacek M. Zurada
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    IJON
    2006
    99views more  IJON 2006»
    Feature selection in independent component subspace for microarray data classification
    14 years 10 months ago
    Feature selection in independent component subspace for microarray data classification
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    A novel method for microarray data classification is proposed in this letter. In this scheme, the sequential floating forward selection (SFFS) technique is used to select the inde...
    Chun-Hou Zheng, De-Shuang Huang, Li Shang
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    PRL
    2006
    130views more  PRL 2006»
    Efficient huge-scale feature selection with speciated genetic algorithm
    14 years 10 months ago
    Efficient huge-scale feature selection with speciated genetic algorithm
    Download  sclab.yonsei.ac.kr
    With increasing interest in bioinformatics, sophisticated tools are required to efficiently analyze gene information. The classification of gene expression profiles is crucial in ...
    Jin-Hyuk Hong, Sung-Bae Cho
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    EVOW
    2003
    Springer
    147views Artificial Intelligence» more  EVOW 2003»
    Applying Memetic Algorithms to the Analysis of Microarray Data
    15 years 3 months ago
    Applying Memetic Algorithms to the Analysis of Microarray Data
    Download  www.lcc.uma.es
    Carlos Cotta, Alexandre Mendes, Vinícius Ga...
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