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Volumn 4819 LNAI, Issue , 2007, Pages 206-217

On the number of partial least squares components in dimension reduction for tumor classification

Author keywords

[No Author keywords available]

Indexed keywords

BIOINFORMATICS; GENE EXPRESSION; LEAST SQUARES APPROXIMATIONS; MICROARRAYS; ONCOLOGY;

EID: 38549084077     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-77018-3_22     Document Type: Conference Paper
Times cited : (6)

References (18)
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  • 4
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    • Antoniadis, A., Lambert-Lacroix, S., Leblanc, F.: Effective dimension reduction methods for tumor classification using gene expression data. Bioinformatics 19(5), 563-570 (2003)
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  • 5
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    • On partial least squares dimension reduction for microarray-based classification: A simulation study
    • Nguyen, D., David, D.M., Rocke, M.: On partial least squares dimension reduction for microarray-based classification: a simulation study. Computational Statistics & Data Analysis 46(3), 407-425 (2004)
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    • Nguyen, D.1    David, D.M.2    Rocke, M.3
  • 6
    • 33646383088 scopus 로고    scopus 로고
    • Dai, J., Lieu, L., Rocke, D.: Dimension reduction for classification with gene expression data. Statistical Applications in Genetics and Molecular Biology 5(1) (2006) Article 6
    • Dai, J., Lieu, L., Rocke, D.: Dimension reduction for classification with gene expression data. Statistical Applications in Genetics and Molecular Biology 5(1) (2006) Article 6
  • 7
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    • (1984) SIAM Journal of Scientific and Statistical Computations , vol.5 , Issue.3 , pp. 735-743
    • Wold, S.1    Ruhe, A.2    Wold, H.3    Dunn, W.4
  • 9
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    • Tumor classification by partial least squares using microarray gene expression data
    • Nguyen, D., Rocke, D.: Tumor classification by partial least squares using microarray gene expression data. Bioinformatics 18(1), 39-50 (2002)
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    • Nguyen, D.1    Rocke, D.2
  • 10
    • 0036740519 scopus 로고    scopus 로고
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    • Nguyen, D., Rocke, D.: Multi-class cancer classification via partial least squares with gene expression profiles. Bioinformatics 18(9), 1216-1226 (2002)
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* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.