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Volumn , Issue , 2004, Pages 249-254

Mutual information based reduction of data mining dimensionality in gene expression analysis

Author keywords

Gene microarrays; MIFS; SVM

Indexed keywords

ALGORITHMS; COMPUTATIONAL COMPLEXITY; DATA REDUCTION; GENES; INFORMATION ANALYSIS; PROBLEM SOLVING;

EID: 14944382963     PISSN: 13301012     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (4)

References (6)
  • 1
    • 0002690573 scopus 로고
    • Selecting input variables using mutual information and nonparametric density evaluation
    • B.V. Bonnlander and A.S. Weigend. Selecting input variables using mutual information and nonparametric density evaluation. ISSAN, 94:42-50, 1994.
    • (1994) ISSAN , vol.94 , pp. 42-50
    • Bonnlander, B.V.1    Weigend, A.S.2
  • 2
    • 14944346887 scopus 로고    scopus 로고
    • Feature selection with neural networks
    • Laboratoire d'Informatique de Paris 6
    • Philippe Leray and Patrick Gallinari. Feature selection with neural networks. Laboratoire d'Informatique de Paris 6, research reports, 1998.
    • (1998) Research Reports
    • Leray, P.1    Gallinari, P.2
  • 4
    • 0036161259 scopus 로고    scopus 로고
    • Gene selection for cancer classification using support vector machines
    • Isabelle Guyon, Jason Weston, Stephen Barnhill, and Vladimir Vapnik. Gene selection for cancer classification using support vector machines. Machine Learning, 46(1-3):389-422, 2002.
    • (2002) Machine Learning , vol.46 , Issue.1-3 , pp. 389-422
    • Guyon, I.1    Weston, J.2    Barnhill, S.3    Vapnik, V.4
  • 5
    • 0028468293 scopus 로고
    • Using mutual information for selecting features in supervised neural net learning
    • Roberto Battiti. Using mutual information for selecting features in supervised neural net learning. IEEE Transactions on Neural Networks, 5(4):537-550, 1994.
    • (1994) IEEE Transactions on Neural Networks , vol.5 , Issue.4 , pp. 537-550
    • Battiti, R.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.