메뉴 건너뛰기




Volumn 7, Issue 9, 2011, Pages 3166-3173

Improved mutual information-based gene selection with fuzzy rough sets

Author keywords

Feature selection; Fuzzy rough sets; Gene expression data; Mutual information

Indexed keywords

ATTRIBUTE REDUCTION ALGORITHM; CANCER CLASSIFICATION; DISCRETIZATIONS; DNA MICRO-ARRAY; FUZZY ROUGH SET THEORY; FUZZY-ROUGH SETS; GENE EXPRESSION DATA; GENE EXPRESSION DATASETS; GENE SELECTION; MUTUAL INFORMATIONS; ROUGH SET;

EID: 80052797361     PISSN: 15539105     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (13)

References (18)
  • 1
    • 0029852580 scopus 로고    scopus 로고
    • Use of a cDNA microarray to analyse gene expression patterns in human cancer
    • J. Derisi, L. Penland, P.O. Brown, Use of a cDNA microarray to analyse gene expression patterns in human cancer, Nature Genetics, 14 (1996) 457-460.
    • (1996) Nature Genetics , vol.14 , pp. 457-460
    • Derisi, J.1    Penland, L.2    Brown, P.O.3
  • 4
    • 33746734869 scopus 로고    scopus 로고
    • Gene selection using rough set theory
    • LNAI
    • D.F. Li, W. Zhang, Gene selection using rough set theory, LNAI 4062 (2006) 778-785.
    • (2006) , vol.4062 , pp. 778-785
    • Li, D.F.1    Zhang, W.2
  • 5
    • 34248142769 scopus 로고    scopus 로고
    • Real rough set theory and attribute reduction
    • Chinese source
    • D. Xiao, S.S. Hu, Real rough set theory and attribute reduction, Acta Automatica Sinica, 33 (2007) 253-258.(in Chinese).
    • (2007) Acta Automatica Sinica , vol.33 , pp. 253-258
    • Xiao, D.1    Hu, S.S.2
  • 9
    • 0032147655 scopus 로고    scopus 로고
    • A comparative study of fuzzy sets and rough sets
    • Y.Y. Yao, A comparative study of fuzzy sets and rough sets, Information Sciences, 109 (1998) 227-242.
    • (1998) Information Sciences , vol.109 , pp. 227-242
    • Yao, Y.Y.1
  • 11
    • 60349098399 scopus 로고    scopus 로고
    • Fuzzy-rough attribute reduction via mutual information with an application to cancer classification
    • F.F. Xu, D.Q. Miao, L. Wei, Fuzzy-rough attribute reduction via mutual information with an application to cancer classification. Computer and Mathematics with Applications, 57 (2009) 1010-1017.
    • (2009) Computer and Mathematics with Applications , vol.57 , pp. 1010-1017
    • Xu, F.F.1    Miao, D.Q.2    Wei, L.3
  • 12
    • 34247875975 scopus 로고    scopus 로고
    • Evaluation of gene-expression clustering via mutual information distance measure
    • I. Priness, O. Maimon, I. Ben-Gal, Evaluation of gene-expression clustering via mutual information distance measure, (2007) 111.
    • (2007) , pp. 111
    • Priness, I.1    Maimon, O.2    Ben-Gal, I.3
  • 13
    • 13844298045 scopus 로고    scopus 로고
    • Estimating optimal feature subsets using efficient estimation of high-dimensional mutual information
    • T.W.S. Chow, D. Huang, Estimating optimal feature subsets using efficient estimation of high-dimensional mutual information, IEEE Trans. Neural Networks 16 (1) (2005) 213-224.
    • (2005) IEEE Trans. Neural Networks , vol.16 , Issue.1 , pp. 213-224
    • Chow, T.W.S.1    Huang, D.2
  • 14
    • 0033569406 scopus 로고    scopus 로고
    • Molecular classification of cancer: Class discovery and class prediction by gene expression monitoring
    • T.R. Gloub, D.K. Slonim, P. Tamayo, Molecular classification of cancer: class discovery and class prediction by gene expression monitoring, Science, 286 (1999) 531-537.
    • (1999) Science , vol.286 , pp. 531-537
    • Gloub, T.R.1    Slonim, D.K.2    Tamayo, P.3
  • 15
    • 0033536012 scopus 로고    scopus 로고
    • Broad patterns of gene expression revealed by clustering analysis of tumor and normal colon tissues probed by oligonucleotide arrays
    • USA
    • U. Alon, N. Barkai, D.A. Notterman, Broad patterns of gene expression revealed by clustering analysis of tumor and normal colon tissues probed by oligonucleotide arrays, In: Proc. Natl Acad Sci USA, 96 (1999) 6745-6750.
    • (1999) Proc. Natl Acad Sci , vol.96 , pp. 6745-6750
    • Alon, U.1    Barkai, N.2    Notterman, D.A.3
  • 17
    • 24344458137 scopus 로고    scopus 로고
    • Feature selection based on mutual information: Criteria of max-dependency, max-relevance, and min-redundancy
    • H. Peng, F. Long, C. Ding, Feature selection based on mutual information: criteria of Max-Dependency, Max-Relevance, and Min-Redundancy, IEEE Transactions on Pattern Analysis and Machine Intelligence 27 (8) (2005) 1226-1238.
    • (2005) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.27 , Issue.8 , pp. 1226-1238
    • Peng, H.1    Long, F.2    Ding, C.3
  • 18
    • 79952547314 scopus 로고    scopus 로고
    • Rough set based maximum relevance-maximum significance criterion and gene selection from microarray data
    • in press
    • P. Maji, S. Paul, Rough set based maximum relevance-maximum significance criterion and gene selection from microarray data, Int. J. Approx. Reason (2010), in press.
    • (2010) Int. J. Approx. Reason
    • Maji, P.1    Paul, S.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.