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    » Messy Genetic Algorithms for Subset Feature Selection
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    BMCBI
    2010
    208views more  BMCBI 2010»
    A multi-filter enhanced genetic ensemble system for gene selection and sample classification of microarray data
    13 years 8 months ago
    A multi-filter enhanced genetic ensemble system for gene selection and sample classification of microarray data
    Download  www.biomedcentral.com
    Background: Feature selection techniques are critical to the analysis of high dimensional datasets. This is especially true in gene selection from microarray data which are common...
    Pengyi Yang, Bing Bing Zhou, Zili Zhang, Albert Y....
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    PRL
    2006
    130views more  PRL 2006»
    Efficient huge-scale feature selection with speciated genetic algorithm
    13 years 8 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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    EUSFLAT
    2007
    134views Fuzzy Logic» more  EUSFLAT 2007»
    Selection of Optimal Set of Diagnostic Tests with Use of Evolutionary Approach in Intelligent Systems
    13 years 9 months ago
    Selection of Optimal Set of Diagnostic Tests with Use of Evolutionary Approach in Intelligent Systems
    Download  www.eusflat.org
    This paper concerns problem of selection of optimal subset of irredundant unconditional diagnostic tests by means of evolutionary approach. The method of correction of features’...
    A. E. Yankovskaya, Y. R. Tsoy
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    BMCBI
    2010
    151views more  BMCBI 2010»
    Classification of G-protein coupled receptors based on support vector machine with maximum relevance minimum redundancy and gene
    13 years 8 months ago
    Classification of G-protein coupled receptors based on support vector machine with maximum relevance minimum redundancy and gene
    Download  www.biomedcentral.com
    Background: Because a priori knowledge about function of G protein-coupled receptors (GPCRs) can provide useful information to pharmaceutical research, the determination of their ...
    Zhanchao Li, Xuan Zhou, Zong Dai, Xiaoyong Zou
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    PRL
    2007
    180views more  PRL 2007»
    Feature selection based on rough sets and particle swarm optimization
    13 years 8 months ago
    Feature selection based on rough sets and particle swarm optimization
    Download  cadair.aber.ac.uk
    : We propose a new feature selection strategy based on rough sets and Particle Swarm Optimization (PSO). Rough sets has been used as a feature selection method with much success, b...
    Xiangyang Wang, Jie Yang, Xiaolong Teng, Weijun Xi...
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