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Volumn 4830 LNAI, Issue , 2007, Pages 810-814

Hybrid methods to select informative gene sets in microarray data classification

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFICATION (OF INFORMATION); DECISION TREES; GENETIC ALGORITHMS; MICROARRAYS;

EID: 38349056639     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-76928-6_97     Document Type: Conference Paper
Times cited : (11)

References (11)
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    • Li, X., Rao, S.Q., Wang, Y.D., Gong, B.S.: Gene mining: a novel and powerful ensemble decision approach to hunting for disease genes using microarray expression profiling. Nucleic Acids Research 32(9), 2685-2694 (2004)
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    • Li, X.1    Rao, S.Q.2    Wang, Y.D.3    Gong, B.S.4
  • 3
    • 0036139278 scopus 로고    scopus 로고
    • Gene selection for sample classification based on gene expression data: Study of sensitivity to choice of parameters of the GA/KNN method
    • Li, L., Weinberg, C.R., Darden, T.A., Pedersen, L.G.: Gene selection for sample classification based on gene expression data: study of sensitivity to choice of parameters of the GA/KNN method. Bioinformatics 17, 1131-1142 (2001)
    • (2001) Bioinformatics , vol.17 , pp. 1131-1142
    • Li, L.1    Weinberg, C.R.2    Darden, T.A.3    Pedersen, L.G.4
  • 4
    • 27644534400 scopus 로고    scopus 로고
    • Keedwell, E., Narayanan, A.: Genetic Algorithms for Gene Expression Analysis. In: Raidl, G.R., Cagnoni, S., Cardalda, J.J.R., Corne, D.W., Gottlieb, J., Guillot, A., Hart, E., Johnson, C.G., Marchiori, E., Meyer, J.-A., Middendorf, M. (eds.) EvoBIO 2003. LNCS, 2611, pp. 76-86. Springer, Heidelberg (2003)
    • Keedwell, E., Narayanan, A.: Genetic Algorithms for Gene Expression Analysis. In: Raidl, G.R., Cagnoni, S., Cardalda, J.J.R., Corne, D.W., Gottlieb, J., Guillot, A., Hart, E., Johnson, C.G., Marchiori, E., Meyer, J.-A., Middendorf, M. (eds.) EvoBIO 2003. LNCS, vol. 2611, pp. 76-86. Springer, Heidelberg (2003)
  • 5
    • 0033536012 scopus 로고    scopus 로고
    • Broad patterns of gene expression revealed by clustering analysis of tumor and normal colon tissues probed by oligonucleotide arrays
    • Alon, U., Barkai, N., Notterman, D.A., Gish, K., Ybarra, S., Mack, D., Levine, A. J.: Broad patterns of gene expression revealed by clustering analysis of tumor and normal colon tissues probed by oligonucleotide arrays. Proc. Natl. Acad. Sci. 96, 6745-6750 (1999)
    • (1999) Proc. Natl. Acad. Sci , vol.96 , pp. 6745-6750
    • Alon, U.1    Barkai, N.2    Notterman, D.A.3    Gish, K.4    Ybarra, S.5    Mack, D.6    Levine, A.J.7
  • 7
    • 24344458137 scopus 로고    scopus 로고
    • Feature selection based on mutual information criteria of max-dependency, max-relevance, and min-redundancy
    • Peng, H., Long, F., Ding, C.: Feature selection based on mutual information criteria of max-dependency, max-relevance, and min-redundancy. IEEE transactions on pattern analysis and machine intelligence 27, 1226-1238 (2005)
    • (2005) IEEE transactions on pattern analysis and machine intelligence , vol.27 , pp. 1226-1238
    • Peng, H.1    Long, F.2    Ding, C.3
  • 8
    • 0002640910 scopus 로고
    • Hybrid Learning Using Genetic Algorithms and Decision Trees for Pattern Classification
    • Montreal August 19-25
    • Bala, J., Huang, J., Vafaie, H., DeJong, K., Wechsler, H.: Hybrid Learning Using Genetic Algorithms and Decision Trees for Pattern Classification. In: IJCAI conference, Montreal (August 19-25, 1995)
    • (1995) IJCAI conference
    • Bala, J.1    Huang, J.2    Vafaie, H.3    DeJong, K.4    Wechsler, H.5
  • 9
    • 0036489046 scopus 로고    scopus 로고
    • Comparison of Discrimination Methods for the Classification of Tumors Using Gene Expression Data
    • Dudoit, S., Fridlyand, J., Speed, T.P.: Comparison of Discrimination Methods for the Classification of Tumors Using Gene Expression Data. Journal of the the American Statistical Association 97, 77-87 (2002)
    • (2002) Journal of the the American Statistical Association , vol.97 , pp. 77-87
    • Dudoit, S.1    Fridlyand, J.2    Speed, T.P.3
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    • Quinlan, J.R.: C4.5: Programs for machine learning. Morgan Kaufmann Publishers, San Francisco (1993)
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* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.