메뉴 건너뛰기




Volumn 26, Issue 10, 2007, Pages 707-712

Microarray data classification using automatic SVM kernel selection

Author keywords

[No Author keywords available]

Indexed keywords

ARTICLE; AUTOANALYSIS; KERNEL METHOD; MICROARRAY ANALYSIS; PRIORITY JOURNAL; QUANTITATIVE ANALYSIS; SUPPORT VECTOR MACHINE; ALGORITHM; ARTIFICIAL INTELLIGENCE; AUTOMATED PATTERN RECOGNITION; CLASSIFICATION; COMPUTER PROGRAM; HUMAN; METHODOLOGY;

EID: 38449123027     PISSN: 10445498     EISSN: None     Source Type: Journal    
DOI: 10.1089/dna.2007.0590     Document Type: Article
Times cited : (19)

References (18)
  • 2
    • 0004561951 scopus 로고    scopus 로고
    • Support vector machine classification of microarray gene expression data. University of California, Santa Cruz
    • Technical report: UCSC-CRL-99-09
    • Brown, M., Grundy, W., Lin, D., Cristianini, N., Sugnet, C., Ares, M., and Haussler, D. (1999). Support vector machine classification of microarray gene expression data. University of California, Santa Cruz. Technical report: UCSC-CRL-99-09.
    • (1999)
    • Brown, M.1    Grundy, W.2    Lin, D.3    Cristianini, N.4    Sugnet, C.5    Ares, M.6    Haussler, D.7
  • 3
    • 34249005415 scopus 로고    scopus 로고
    • Chen, Y.P.P, ed, Springer, Berlin, Germany, p
    • Chen, Y.P.P., ed. (2005). Bioinformatics Technologies (Springer, Berlin, Germany), p. 396.
    • (2005) Bioinformatics Technologies , pp. 396
  • 5
    • 0033636139 scopus 로고    scopus 로고
    • Support vector machine classification and validation of cancer tissue samples using microarray expression data
    • Furey, T.S., Cristianini, N., Duffy, N., Bednarski, D.W., Schummer, M., and Haussler, D. (2000). Support vector machine classification and validation of cancer tissue samples using microarray expression data. Bioinformatics 16, 906-914.
    • (2000) Bioinformatics , vol.16 , pp. 906-914
    • Furey, T.S.1    Cristianini, N.2    Duffy, N.3    Bednarski, D.W.4    Schummer, M.5    Haussler, D.6
  • 6
    • 0036161259 scopus 로고    scopus 로고
    • Gene selection for cancer classification using support vector machines
    • Guyon, I., Weston, J., Barnhill, S., and Vapnik, V. (2002). Gene selection for cancer classification using support vector machines. Machine Learning 46, 389-422.
    • (2002) Machine Learning , vol.46 , pp. 389-422
    • Guyon, I.1    Weston, J.2    Barnhill, S.3    Vapnik, V.4
  • 8
    • 33846687846 scopus 로고    scopus 로고
    • An evaluation of contemporary hidden markov model genefinders with a predicted exon taxonomy
    • Knapp, K., and Chen, Y.P.P. (2007). An evaluation of contemporary hidden markov model genefinders with a predicted exon taxonomy. Nucleic Acids Res 35, 317-324.
    • (2007) Nucleic Acids Res , vol.35 , pp. 317-324
    • Knapp, K.1    Chen, Y.P.P.2
  • 13
    • 33645442911 scopus 로고    scopus 로고
    • Kernel-based face recognition by a reformulation of kernel machines
    • J. Benitez and F. Hoffmann, eds, Springer-Verlag, Berlin, Germany, pp
    • Navarrete, P., and Ruiz-del-Solar, J. (2003). Kernel-based face recognition by a reformulation of kernel machines. In: Advances in Soft Computing - Engineering, Design and Manufacturing. J. Benitez and F. Hoffmann, eds. (Springer-Verlag, Berlin, Germany), pp. 183-196.
    • (2003) Advances in Soft Computing - Engineering, Design and Manufacturing , pp. 183-196
    • Navarrete, P.1    Ruiz-del-Solar, J.2
  • 14
    • 33744584654 scopus 로고
    • Induction of decision trees
    • Quinlan, J.R. (1986). Induction of decision trees. Machine Learning 1, 81-106.
    • (1986) Machine Learning , vol.1 , pp. 81-106
    • Quinlan, J.R.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.