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Volumn , Issue , 2011, Pages 574-577

Internal evaluation measures as proxies for external indices in clustering gene expression data

Author keywords

based clustering; evaluation measures; microarray data

Indexed keywords

BASED CLUSTERING; CLASS LABELS; CLUSTER MODELS; COMPONENT BASED; DATA SETS; EVALUATION MEASURES; GENE EXPRESSION DATA; MICROARRAY DATA;

EID: 84856050307     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/BIBM.2011.97     Document Type: Conference Paper
Times cited : (8)

References (13)
  • 3
    • 0038724494 scopus 로고    scopus 로고
    • Consensus Clustering: A Resampling-Based Method for Class Discovery and Visualization of Gene Expression Microarray Data
    • S
    • S. Monti S, P. Tamayo, J. Mesirov and T. Golub. Consensus Clustering : A Resampling-Based Method for Class Discovery and Visualization of Gene Expression Microarray Data. Machine Learning 52(1-2), 2003, pp.91-118.
    • (2003) Machine Learning , vol.52 , Issue.1-2 , pp. 91-118
    • Monti, S.1    Tamayo, P.2    Mesirov, J.3    Golub, T.4
  • 5
    • 0038791853 scopus 로고    scopus 로고
    • An information theoretic external cluster validity measure
    • IBM's Almaden Research Center, San Jose, CA
    • B. Dom. An information theoretic external cluster validity measure. IBM Research Report RJ 10219. IBM's Almaden Research Center, San Jose, CA, 2001.
    • (2001) IBM Research Report RJ 10219
    • Dom, B.1
  • 7
    • 78649420560 scopus 로고    scopus 로고
    • Information Theoretic Measures for Clusterings Comparison: Variants, Properties, Normalization and Correction for Chance
    • N. X. Vinh, J. Epps, J. Bailey. Information Theoretic Measures for Clusterings Comparison: Variants, Properties, Normalization and Correction for Chance. J. Mach. Learn. Res 11, 2010, pp. 2837-2854.
    • (2010) J. Mach. Learn. Res , vol.11 , pp. 2837-2854
    • Vinh, N.X.1    Epps, J.2    Bailey, J.3
  • 9
    • 77951299088 scopus 로고    scopus 로고
    • Generalized external indices for comparing data partitions with overlapping clusters
    • R. Campello. Generalized external indices for comparing data partitions with overlapping clusters, Pattern Recognition Letters 32, 2011, pp.966-975.
    • (2011) Pattern Recognition Letters , vol.32 , pp. 966-975
    • Campello, R.1
  • 10
    • 3543085722 scopus 로고    scopus 로고
    • Empirical and Theoretical Comparisons of Selected Criterion Functions for Document Clustering
    • Zhao Y, Karypis G. Empirical and Theoretical Comparisons of Selected Criterion Functions for Document Clustering. Machine Learning 55(3), 2004, pp.311-331.
    • (2004) Machine Learning , vol.55 , Issue.3 , pp. 311-331
    • Zhao, Y.1    Karypis, G.2
  • 12
    • 0036359730 scopus 로고    scopus 로고
    • Stability based method for discovering structure in clustered data
    • A. Ben-Hur, A. Elisseeff and I. Guyon. Stability based method for discovering structure in clustered data. Pac Symp Biocomputing 7, 2002, pp. 6-17.
    • (2002) Pac Symp Biocomputing , vol.7 , pp. 6-17
    • Ben-Hur, A.1    Elisseeff, A.2    Guyon, I.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.