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Volumn 2007, Issue , 2007, Pages 238-243

Additional limitations of the clustering validation method figure of merit

Author keywords

Cluster analysis; Cluster validation method; Clustering; Correlation coefficient; Distance metric; Euclidean distance; Figure of merit; FOM; Gene expression; K means; Pearson's correlation coefficient; Similarity measure

Indexed keywords

CORRELATION METHODS; DATA ACQUISITION; DATA STRUCTURES; DECISION THEORY; GENE EXPRESSION; NUMERICAL METHODS;

EID: 34248393957     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1233341.1233384     Document Type: Conference Paper
Times cited : (6)

References (12)
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  • 2
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    • Eisen, M.B., Spellman, P.T., Brown, P.O. and Botstein, D. Cluster analysis and display of genome-wide expression patterns. Proc. Natl. Acad. Sci., 95, (1998), 14863-14868.
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    • Eisen, M.B.1    Spellman, P.T.2    Brown, P.O.3    Botstein, D.4
  • 3
    • 34248331260 scopus 로고    scopus 로고
    • Electronic Source, Affymetrix, Inc. GeneChip Expression Analysis: Data Analysis Fundamentals, https://www.affymetrix.com/support/downloads/ manuals/dat a_analysis_fundamentals_manual.pdf, Nov. 27, 2006.
    • Electronic Source, Affymetrix, Inc. GeneChip Expression Analysis: Data Analysis Fundamentals, https://www.affymetrix.com/support/downloads/ manuals/dat a_analysis_fundamentals_manual.pdf, Nov. 27, 2006.
  • 7
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    • Silhouettes: A graphical aid to the interpretation and validation of cluster analysis
    • DOI= http://dx.doi.org/10.1016/0377-0427(87)90125-7, Nov
    • Rousseeuw, P. 1987. Silhouettes: a graphical aid to the interpretation and validation of cluster analysis. J. Comput. Appl. Math. 20, 1 (Nov. 1987), 53-65. DOI= http://dx.doi.org/10.1016/0377-0427(87)90125-7.
    • (1987) J. Comput. Appl. Math , vol.20 , Issue.1 , pp. 53-65
    • Rousseeuw, P.1
  • 10
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    • Validating clustering for gene expression data
    • Yeung, K.Y., Haynor, D.R. and Ruzzo, W.L. Validating clustering for gene expression data. Bioinformatics, 17 (4), (2001), 309-318.
    • (2001) Bioinformatics , vol.17 , Issue.4 , pp. 309-318
    • Yeung, K.Y.1    Haynor, D.R.2    Ruzzo, W.L.3
  • 12
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    • Clustering gene-expression data with repeated measurements
    • Epub Apr 25
    • Yeung, K.Y., Medvedovic, M. and Bumgarner, R.E. Clustering gene-expression data with repeated measurements. Genome Biology, 4 (5) R34, Epub 2003 Apr 25, http://expression.washington.edu/publications/kayee/ yeunggb2003/.
    • (2003) Genome Biology , vol.4 , Issue.5
    • Yeung, K.Y.1    Medvedovic, M.2    Bumgarner, R.E.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.