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Volumn 40, Issue 3, 2010, Pages 741-752

Fuzzy-rough sets for information measures and selection of relevant genes from microarray data

Author keywords

Classification; Gene selection; Information measures; Microarray analysis; Rough sets

Indexed keywords

CLASS SEPARABILITY; FUZZY EQUIVALENCE; FUZZY-ROUGH SETS; GENE SELECTION; HIGH-DIMENSIONAL; INFORMATION MEASURES; JOINT DISTRIBUTIONS; MATRIX; MICROARRAY ANALYSIS; MICROARRAY DATA; MUTUAL INFORMATIONS; PREDICTIVE ACCURACY; ROUGH SET; TRUE DENSITY;

EID: 77952582116     PISSN: 10834419     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSMCB.2009.2028433     Document Type: Article
Times cited : (78)

References (20)
  • 2
    • 17644384367 scopus 로고    scopus 로고
    • Minimum redundancy feature selection from microarray gene expression data
    • Apr
    • C. Ding and H. Peng, "Minimum redundancy feature selection from microarray gene expression data, " J. Bioinformatics Comput. Biol., vol. 3, no. 2, pp. 185-205, Apr. 2005.
    • (2005) J. Bioinformatics Comput. Biol. , vol.3 , Issue.2 , pp. 185-205
    • Ding, C.1    Peng, H.2
  • 3
    • 0028468293 scopus 로고
    • Using mutual information for selecting features in supervised neural net learning
    • Jul
    • R. Battiti, "Using mutual information for selecting features in supervised neural net learning, " IEEE Trans. Neural Networks, vol. 5, no. 4, pp. 537-550, Jul. 1994.
    • (1994) IEEE Trans. Neural Networks , vol.5 , Issue.4 , pp. 537-550
    • Battiti, R.1
  • 4
    • 84875679383 scopus 로고    scopus 로고
    • F-information measures for efficient selection of discriminative genes from microarray data
    • Apr
    • P. Maji, "f-information measures for efficient selection of discriminative genes from microarray data, " IEEE Trans. Biomed. Eng., vol. 56, no. 4, pp. 1063-1069, Apr. 2009.
    • (2009) IEEE Trans. Biomed. Eng. , vol.56 , Issue.4 , pp. 1063-1069
    • Maji, P.1
  • 5
    • 0036933407 scopus 로고    scopus 로고
    • Input feature selection by mutual information based on Parzen window
    • Dec
    • N. Kwak and C.-H. Choi, "Input feature selection by mutual information based on Parzen window, " IEEE Trans. Pattern Anal. Mach. Intell., vol. 24, no. 12, pp. 1667-1671, Dec. 2002.
    • (2002) IEEE Trans. Pattern Anal. Mach. Intell. , vol.24 , Issue.12 , pp. 1667-1671
    • Kwak, N.1    Choi, C.-H.2
  • 7
    • 34548696055 scopus 로고
    • Independent coordinates for strange attractors from mutual information
    • Feb
    • A. M. Fraser and H. L. Swinney, "Independent coordinates for strange attractors from mutual information, " Phys. Rev. A, Gen. Phys., vol. 33, no. 2, pp. 1134-1140, Feb. 1986.
    • (1986) Phys. Rev. A, Gen. Phys. , vol.33 , Issue.2 , pp. 1134-1140
    • Fraser, A.M.1    Swinney, H.L.2
  • 9
    • 10944249572 scopus 로고    scopus 로고
    • Semantics-preserving dimensionality reduction: Rough and fuzzy-rough-based approach
    • Dec
    • R. Jensen and Q. Shen, "Semantics-preserving dimensionality reduction: Rough and fuzzy-rough-based approach, " IEEE Trans. Knowl. Data Eng., vol. 16, no. 12, pp. 1457-1471, Dec. 2004.
    • (2004) IEEE Trans. Knowl. Data Eng. , vol.16 , Issue.12 , pp. 1457-1471
    • Jensen, R.1    Shen, Q.2
  • 10
    • 34247554394 scopus 로고    scopus 로고
    • Rough-fuzzy C-medoids algorithm and selection of bio-basis for amino acid sequence analysis
    • Jun
    • P. Maji and S. K. Pal, "Rough-fuzzy C-medoids algorithm and selection of bio-basis for amino acid sequence analysis, " IEEE Trans. Knowl. Data Eng., vol. 19, no. 6, pp. 859-872, Jun. 2007.
    • (2007) IEEE Trans. Knowl. Data Eng. , vol.19 , Issue.6 , pp. 859-872
    • Maji, P.1    Pal, S.K.2
  • 11
    • 33645801018 scopus 로고    scopus 로고
    • Fuzzy probabilistic approximation spaces and their information measures
    • Apr
    • Q. Hu, D. Yu, Z. Xie, and J. Liu, "Fuzzy probabilistic approximation spaces and their information measures, " IEEE Trans. Fuzzy Syst., vol. 14, no. 2, pp. 191-201, Apr. 2006.
    • (2006) IEEE Trans. Fuzzy Syst. , vol.14 , Issue.2 , pp. 191-201
    • Hu, Q.1    Yu, D.2    Xie, Z.3    Liu, J.4
  • 12
    • 84963133436 scopus 로고
    • Rough fuzzy sets and fuzzy rough sets
    • Jun
    • D. Dubois and H. Prade, "Rough fuzzy sets and fuzzy rough sets, " Int. J. Gen. Syst., vol. 17, no. 2/3, pp. 191-209, Jun. 1990.
    • (1990) Int. J. Gen. Syst. , vol.17 , Issue.2-3 , pp. 191-209
    • Dubois, D.1    Prade, H.2
  • 13
    • 36749070903 scopus 로고    scopus 로고
    • Rough set based generalized fuzzy C-means algorithm and quantitative indices
    • Dec
    • P. Maji and S. K. Pal, "Rough set based generalized fuzzy C-means algorithm and quantitative indices, " IEEE Trans. Syst., Man, Cybern. B, Cybern., vol. 37, no. 6, pp. 1529-1540, Dec. 2007.
    • (2007) IEEE Trans. Syst., Man, Cybern. B, Cybern. , vol.37 , Issue.6 , pp. 1529-1540
    • Maji, P.1    Pal, S.K.2
  • 18
    • 0033536012 scopus 로고    scopus 로고
    • Broad patterns of gene expression revealed by clustering analysis of tumor and normal colon tissues probed by oligonucleotide arrays
    • Jun
    • U. Alon, N. Barkai, D. A. Notterman, K. Gish, S. Ybarra, D. Mack, and A. J. Levine, "Broad patterns of gene expression revealed by clustering analysis of tumor and normal colon tissues probed by oligonucleotide arrays, " Proc. Nat. Acad. Sci. U. S. A., vol. 96, no. 12, pp. 6745-6750, Jun. 1999.
    • (1999) Proc. Nat. Acad. Sci. U. S. A. , vol.96 , Issue.12 , pp. 6745-6750
    • Alon, U.1    Barkai, N.2    Notterman, D.A.3    Gish, K.4    Ybarra, S.5    Mack, D.6    Levine, A.J.7


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.