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Volumn 5, Issue 10, 2009, Pages 2959-2968

A two-stage method to select a smaller subset of informative genes for cancer classification

Author keywords

Cancer classification; Filter method; Gene expression data; Gene selection; Genetic algorithm; Hybrid method

Indexed keywords

CANCER CLASSIFICATION; FILTER METHOD; GENE EXPRESSION DATA; GENE SELECTION; HYBRID METHOD;

EID: 70350492336     PISSN: 13494198     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (6)

References (9)
  • 1
    • 35748932917 scopus 로고    scopus 로고
    • A review of feature selection techniques in bioinformatics
    • Y. Saeys, I. Inza and P. Larranaga, A review of feature selection techniques in bioinformatics, Bioinformatics, vol. 23, pp. 2507-2517, 2007.
    • (2007) Bioinformatics , vol.23 , pp. 2507-2517
    • Saeys, Y.1    Inza, I.2    Larranaga, P.3
  • 2
    • 34548379115 scopus 로고    scopus 로고
    • Esvm: Evolutionary support vector machine for automatic feature selection and classification of microarray data
    • H. L. Huang and F. L. Chang, ESVM: Evolutionary support vector machine for automatic feature selection and classification of microarray data, BioSystems, vol. 90, pp. 516-528, 2007.
    • (2007) BioSystems , vol.90 , pp. 516-528
    • Huang, H.L.1    Chang, F.L.2
  • 3
    • 51849104670 scopus 로고    scopus 로고
    • A hybrid of genetic algorithm and support vector machine for features selection and classification of Gene expression microarray
    • M. S. Mohamad, S. Deris and R. M. Illias, A hybrid of genetic algorithm and support vector machine for features selection and classification of gene expression microarray, International Journal of Computational Intelligence and Applications, vol. 5, pp. 91-107, 2005.
    • (2005) International Journal Of Computational Intelligence And Applications , vol.5 , pp. 91-107
    • Mohamad, M.S.1    Deris, S.2    Illias, R.M.3
  • 7
    • 0344872506 scopus 로고    scopus 로고
    • Molecular classification of cancer types from microarray data using the combination of genetic algorithms and support vector machines
    • S. Peng, Q. Xu, X. B. Ling, X. Peng, W. Du and L. Chen, Molecular classification of cancer types from microarray data using the combination of genetic algorithms and support vector machines, FEBS Letters, vol. 555, pp. 358-362, 2003.
    • (2003) FEBS Letters , vol.555 , pp. 358-362
    • Peng, S.1    Xu, Q.2    Ling, X.B.3    Peng, X.4    Du, W.5    Chen, L.6


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.