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Volumn 4087 LNAI, Issue , 2006, Pages 260-273

An empirical comparison of feature reduction methods in the context of microarray data classification

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; DATA REDUCTION; DATA STRUCTURES; DNA; FEATURE EXTRACTION; GENES; MEDICAL PROBLEMS; PATIENT TREATMENT; PRINCIPAL COMPONENT ANALYSIS;

EID: 33749380569     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11829898_24     Document Type: Conference Paper
Times cited : (2)

References (14)
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    • 0037076272 scopus 로고    scopus 로고
    • Diagnosis of multiple cancer types by shrunken centroids of gene expression
    • Tibshirani, R., Hastie, T., Narasimhan, B., Chu, G.: Diagnosis of multiple cancer types by shrunken centroids of gene expression. PNAS 99 (2002) 6567-6572
    • (2002) PNAS , vol.99 , pp. 6567-6572
    • Tibshirani, R.1    Hastie, T.2    Narasimhan, B.3    Chu, G.4
  • 2
    • 2342533421 scopus 로고    scopus 로고
    • Class prediction by nearest shrunken centroids, with applications to DNA microarrays
    • Tibshirani, R., Hastie, T., Narasimhan, B., Chu, G.: Class Prediction by Nearest Shrunken Centroids, with Applications to DNA Microarrays. Statistical Science 18 (2003) 104-117
    • (2003) Statistical Science , vol.18 , pp. 104-117
    • Tibshirani, R.1    Hastie, T.2    Narasimhan, B.3    Chu, G.4
  • 8
    • 0001654702 scopus 로고
    • Extensions of Lipshitz mapping into Hilbert space
    • Johnson, W., Lindenstrauss, J.: Extensions of Lipshitz mapping into Hilbert space. Contemporary Mathematics 26 (1984) 189-206
    • (1984) Contemporary Mathematics , vol.26 , pp. 189-206
    • Johnson, W.1    Lindenstrauss, J.2
  • 12
    • 0036489046 scopus 로고    scopus 로고
    • Comparison of discrimination methods for the classification of tumors using gene expression data
    • Dudoit, S., Fridlyand, J., Speed, T.: Comparison of discrimination methods for the classification of tumors using gene expression data. Journal of the American Statistical Association 97 (2002) 77-87
    • (2002) Journal of the American Statistical Association , vol.97 , pp. 77-87
    • Dudoit, S.1    Fridlyand, J.2    Speed, T.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.