메뉴 건너뛰기




Volumn 7988 LNAI, Issue , 2013, Pages 528-542

DCA based algorithms for feature selection in semi-supervised support vector machines

Author keywords

DC Programming; DCA; Feature Selection; S3VM

Indexed keywords

COMPUTATIONAL EXPERIMENT; CONTINUOUS APPROXIMATIONS; D-C PROGRAMMING; DCA; DIFFERENCE OF CONVEX FUNCTIONS; INNOVATIVE APPROACHES; NON-CONVEX PROGRAMMING; S3VM;

EID: 84881237697     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-39712-7_41     Document Type: Conference Paper
Times cited : (4)

References (24)
  • 1
    • 0004493166 scopus 로고    scopus 로고
    • On the approximability of minimizing non zero variables or unsatisfied relations in linear systems
    • Amaldi, E., Kann, V.: On the approximability of minimizing non zero variables or unsatisfied relations in linear systems. Theoretical Computer Science 209, 237-260 (1998)
    • (1998) Theoretical Computer Science , vol.209 , pp. 237-260
    • Amaldi, E.1    Kann, V.2
  • 3
  • 8
    • 0036454664 scopus 로고    scopus 로고
    • Semi-supervised support vector machines for unlabeled data classification
    • Fung, G., Mangasarian, O.: Semi-supervised support vector machines for unlabeled data classification. Optimization Methods and Software 15, 29-44 (2001)
    • (2001) Optimization Methods and Software , vol.15 , pp. 29-44
    • Fung, G.1    Mangasarian, O.2
  • 9
    • 0001938951 scopus 로고    scopus 로고
    • Transductive inference for text classification using support vector machines
    • Joachims, T.: Transductive inference for text classification using support vector machines. In: 16th Inter. Conf. on Machine Learning, SF, USA, pp. 200-209 (1999)
    • (1999) 16th Inter. Conf. on Machine Learning, SF, USA , pp. 200-209
    • Joachims, T.1
  • 12
    • 0001445010 scopus 로고    scopus 로고
    • Solving a class of linearly constrained indefinite quadratic problems by DC algorithms
    • Le Thi, H.A., Dinh, T.P.: Solving a class of linearly constrained indefinite quadratic problems by DC algorithms. Journal of Global Optimization 11(3), 253-285 (1997)
    • (1997) Journal of Global Optimization , vol.11 , Issue.3 , pp. 253-285
    • Le Thi, H.A.1    Dinh, T.P.2
  • 13
    • 15244346000 scopus 로고    scopus 로고
    • The DC (difference of convex functions) Programming and DCA revisited with DC models of real world nonconvex optimization problems
    • Le Thi, H.A., Dinh, T.P.: The DC (difference of convex functions) Programming and DCA revisited with DC models of real world nonconvex optimization problems. Annals of Operations Research 133, 23-46 (2005)
    • (2005) Annals of Operations Research , vol.133 , pp. 23-46
    • Le Thi, H.A.1    Dinh, T.P.2
  • 14
    • 33847251003 scopus 로고    scopus 로고
    • A new efficient algorithm based on DC programming and DCA for Clustering
    • Le Thi, H.A., Belghiti, T., Dinh, T.P.: A new efficient algorithm based on DC programming and DCA for Clustering. Journal of Global Optimization 37, 593-608 (2006)
    • (2006) Journal of Global Optimization , vol.37 , pp. 593-608
    • Le Thi, H.A.1    Belghiti, T.2    Dinh, T.P.3
  • 18
    • 15944365213 scopus 로고    scopus 로고
    • Multicategory ψ-Learning and Support Vector Machine: Computational Tools
    • Liu, Y., Shen, X., Doss, H.: Multicategory ψ-Learning and Support Vector Machine: Computational Tools. Journal of Computational and Graphical Statistics 14, 219-236 (2005)
    • (2005) Journal of Computational and Graphical Statistics , vol.14 , pp. 219-236
    • Liu, Y.1    Shen, X.2    Doss, H.3
  • 19
    • 30044438683 scopus 로고    scopus 로고
    • Combined SVM-based feature selection and classification
    • Neumann, J., Schnörr, C., Steidl, G.: Combined SVM-based feature selection and classification. Machine Learning 61(1-3), 129-150 (2005)
    • (2005) Machine Learning , vol.61 , Issue.1-3 , pp. 129-150
    • Neumann, J.1    Schnörr, C.2    Steidl, G.3
  • 20
    • 84879922284 scopus 로고    scopus 로고
    • DC programming approach for a class of nonconvex programs involving l0 norm
    • Le Thi, H.A., Bouvry, P., Pham Dinh, T. (eds.) MCO 2008. Springer, Heidelberg
    • Thiao, M., Dinh, T.P., Le Thi, H.A.: DC programming approach for a class of nonconvex programs involving l0 norm. In: Le Thi, H.A., Bouvry, P., Pham Dinh, T. (eds.) MCO 2008. CCIS, vol. 14, pp. 348-357. Springer, Heidelberg (2008)
    • (2008) CCIS , vol.14 , pp. 348-357
    • Thiao, M.1    Dinh, T.P.2    Le Thi, H.A.3
  • 23
    • 0037686659 scopus 로고    scopus 로고
    • The Convex Concave Procedure
    • Yuille, A.L., Rangarajan, A.: The Convex Concave Procedure. Neural Computation 15(4), 915-936 (2003)
    • (2003) Neural Computation , vol.15 , Issue.4 , pp. 915-936
    • Yuille, A.L.1    Rangarajan, A.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.