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Volumn , Issue , 2009, Pages 84-91

A novel approach for automatic number of clusters detection in microarray data based on consensus clustering

Author keywords

[No Author keywords available]

Indexed keywords

ADJUSTED RAND INDEX; CLUSTER STRUCTURE; CLUSTERINGS; CONSENSUS CLUSTERING; DATA SETS; HIGH QUALITY; MEDICAL RESEARCH; MICROARRAY DATA; MICROARRAY DATA SETS; MUTUAL INFORMATIONS; NOVEL METHODS; NUMBER OF CLUSTERS; SIMILARITY MEASURE; SUB-GROUPS;

EID: 70449378725     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/BIBE.2009.19     Document Type: Conference Paper
Times cited : (34)

References (14)
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  • 6
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    • An examination of procedures for determining the number of clusters in a data set
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    • Milligan, G.1    Cooper, M.2
  • 7
    • 0038724494 scopus 로고    scopus 로고
    • Consensus clustering: A resampling-based method for class discovery and visualization of gene expression microarray data
    • S. Monti, P. Tamayo, J. Mesirov, and T. Golub, "Consensus clustering: A resampling-based method for class discovery and visualization of gene expression microarray data," Mach. Learn., vol. 52, no. 1-2, pp. 91-118, 2003.
    • (2003) Mach. Learn , vol.52 , Issue.1-2 , pp. 91-118
    • Monti, S.1    Tamayo, P.2    Mesirov, J.3    Golub, T.4
  • 8
    • 84950632109 scopus 로고
    • Objective criteria for the evaluation of clustering methods
    • W. M. Rand, "Objective criteria for the evaluation of clustering methods," Journal of the American Statistical Association, vol. 66, no. 336, pp. 846-850, 1971.
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    • Rand, W.M.1
  • 9
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    • Estimating the dimension of a model
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    • Schwarz, G.1
  • 10
    • 0041965980 scopus 로고    scopus 로고
    • Cluster ensembles - a knowledge reuse framework for combining multiple partitions
    • A. Strehl and J. Ghosh, "Cluster ensembles - a knowledge reuse framework for combining multiple partitions," Journal of Machine Learning Research, vol. 3, pp. 583-617, 2002.
    • (2002) Journal of Machine Learning Research , vol.3 , pp. 583-617
    • Strehl, A.1    Ghosh, J.2
  • 12
    • 84862184185 scopus 로고    scopus 로고
    • Information theoretic measures for clusterings comparison: Is a correction for chance necessary?
    • in preparation
    • N. X. Vinh and J. Epps, "Information theoretic measures for clusterings comparison: Is a correction for chance necessary?" 2008-2009, in preparation.
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    • Vinh, N.X.1    Epps, J.2
  • 13
    • 4344560713 scopus 로고    scopus 로고
    • Cluster analysis of gene expression data,
    • Ph.D. dissertation, University of Washington, Seattle, WA
    • K. Y. Yeung, "Cluster analysis of gene expression data," Ph.D. dissertation, University of Washington, Seattle, WA, 2001.
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    • Yeung, K.Y.1
  • 14
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    • Graph-based consensus clustering for class discovery from gene expression data
    • Z. Yu, H.-S. Wong, and H. Wang, "Graph-based consensus clustering for class discovery from gene expression data," Bioinformatics, vol. 23, no. 21, pp. 2888-2896, 2007.
    • (2007) Bioinformatics , vol.23 , Issue.21 , pp. 2888-2896
    • Yu, Z.1    Wong, H.-S.2    Wang, H.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.