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Volumn 4093 LNAI, Issue , 2006, Pages 864-870

SVM-based tumor classification with gene expression data

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; DATA REDUCTION; DNA; GENES; TUMORS; BIOINFORMATICS; CLASSIFICATION (OF INFORMATION); CLUSTERING ALGORITHMS; COMPUTER AIDED DIAGNOSIS; DATA MINING; DIAGNOSIS;

EID: 33749378927     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11811305_94     Document Type: Conference Paper
Times cited : (13)

References (12)
  • 2
    • 0033636139 scopus 로고    scopus 로고
    • Support vector machine classification and validation of cancer tissue samples using microarray expression data
    • Terrence S. Furey, Nello Cristianini, Nigel Duffy, David W. Bednarski, Michel Schummer, and David Haussler. Support vector machine classification and validation of cancer tissue samples using microarray expression data. Bioinformatics. Vol. 16 No. 10 (2000) 906-914.
    • (2000) Bioinformatics , vol.16 , Issue.10 , pp. 906-914
    • Furey, T.S.1    Cristianini, N.2    Duffy, N.3    Bednarski, D.W.4    Schummer, M.5    Haussler, D.6
  • 3
    • 0036161259 scopus 로고    scopus 로고
    • Gene selection for cancer classification using support vector machines
    • Guyon I.J. Weston S. Barnhill, and Vapnik V. Gene selection for cancer classification using support vector machines. Machine Learning (2002) 46:389-422.
    • (2002) Machine Learning , vol.46 , pp. 389-422
    • Guyon, I.J.1    Barnhill, W.S.2    Vapnik, V.3
  • 5
    • 0032441150 scopus 로고    scopus 로고
    • Cluster analysis and display of genome-wide expression patterns
    • Eisen M., Spellman P., and Botstein D. Cluster analysis and display of genome-wide expression patterns. PNAS, (1998) 95:14863-14868.
    • (1998) PNAS , vol.95 , pp. 14863-14868
    • Eisen, M.1    Spellman, P.2    Botstein, D.3
  • 6
    • 0037813165 scopus 로고    scopus 로고
    • An accelerated procedure for recursive feature ranking on microarray data
    • Furlanello C., Serafini M., Merler S., and Jurman G. An accelerated procedure for recursive feature ranking on microarray data. Neural Networks (2003) 16:641-648.
    • (2003) Neural Networks , vol.16 , pp. 641-648
    • Furlanello, C.1    Serafini, M.2    Merler, S.3    Jurman, G.4
  • 9
    • 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., and 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(2001) 17(12)1131-1142.
    • (2001) Bioinformatics , vol.17 , Issue.12 , pp. 1131-1142
    • Li, L.1    Weinberg, C.R.2    Darden, T.A.3    Pedersen, L.G.4
  • 11
    • 0033536012 scopus 로고    scopus 로고
    • Broad patterns of gene expression revealed by clustering analysis of tumor and normal colon tissues by oligonucleotide arrays
    • Alon U., Barkai N., Notterman D.A., Gish K.,Ybarra S., Mack D., and Levine A., Broad patterns of gene expression revealed by clustering analysis of tumor and normal colon tissues by oligonucleotide arrays. Proc. Nat. Acad. Sci. USA, (1999) 96:6745-6750.
    • (1999) Proc. Nat. Acad. Sci. USA , 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.7


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.