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Volumn 12, Issue , 2002, Pages 391-396

Knowledge based-clustering and application of multi-class SVM for genes expression analysis

Author keywords

Data Mining Applications; Distance Measures; Euclidean Distance; Generalization Error; K Means Algorithm; Kernel Function; LVQ; Matlab; Minimum Distance; Neural Networks; Optimization; Radial Basis Functions; RBF; Statistics; Supervised Learning

Indexed keywords

ALGORITHMS; GENES; KNOWLEDGE BASED SYSTEMS; NEURAL NETWORKS; PH EFFECTS; STATISTICS;

EID: 0037001993     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (11)

References (11)
  • 5
    • 0036505670 scopus 로고    scopus 로고
    • A comparison of methods for multi-class support vector machines
    • Hsu, C.-W. and C.-J. Lin, 2002, "A Comparison of Methods for Multi-class Support Vector Machines," IEEE Transactions on Neural Networks, Vol. 13, pp.415-425.
    • (2002) IEEE Transactions on Neural Networks , vol.13 , pp. 415-425
    • Hsu, C.-W.1    Lin, C.-J.2
  • 6
    • 0036158552 scopus 로고    scopus 로고
    • A simple decomposition method for support vector machines
    • Hsu, C.-W. and C.-J. Lin, 2002, "A Simple Decomposition Method for Support Vector Machines," Machine Learning, Vol. 46, pp. 291-314.
    • (2002) Machine Learning , vol.46 , pp. 291-314
    • Hsu, C.-W.1    Lin, C.-J.2
  • 7
    • 0003413187 scopus 로고    scopus 로고
    • Prentice-Hall, Upper Saddle River, NJ
    • nd edition, Prentice-Hall, Upper Saddle River, NJ.
    • (1999) nd Edition
    • Haykin, S.1
  • 8
    • 0002714543 scopus 로고    scopus 로고
    • Making large-Scale svm learning practical
    • B. Schölkopf, C. Burges, and A. Smola (ed.), MIT Press
    • Joachims, T., Making Large-Scale SVM Learning Practical. In: Advances in Kernel Methods - Support Vector Learning, B. Schölkopf, C. Burges, and A. Smola (ed.), MIT Press, 1999.
    • (1999) Advances in Kernel Methods - Support Vector Learning
    • Joachims, T.1
  • 10
    • 0003120218 scopus 로고    scopus 로고
    • Fast training of support vector machines using sequential minimal optimization
    • B. Schölkopf, C. Burges, and A. Smola, eds, MIT Press
    • Platt, J.C., 1999, "Fast Training of Support Vector Machines using Sequential Minimal Optimization," Advances in Kernel Methods - Support Vector Learning, B. Schölkopf, C. Burges, and A. Smola, eds, MIT Press.
    • (1999) Advances in Kernel Methods - Support Vector Learning
    • Platt, J.C.1
  • 11
    • 0032693327 scopus 로고    scopus 로고
    • Functional genomics: Expression analysis of escherichia coli growing on minimal and rich media
    • Tao, H.,C. Bausch, C. Richmond, F.R. Blattner, and T. Conway, 1999, Functional Genomics: Expression Analysis of Escherichia coli Growing on Minimal and Rich Media, J. Bacteriol, Vol. 181, pp. 6425-6440.
    • (1999) J. Bacteriol , vol.181 , pp. 6425-6440
    • Tao, H.1    Bausch, C.2    Richmond, C.3    Blattner, F.R.4    Conway, T.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.