메뉴 건너뛰기




Volumn 21, Issue 2, 2010, Pages 238-247

Cutting plane method for continuously constrained kernel-based regression

Author keywords

Continuously constrained kernel based regression; Cutting plane method (CPM); Monte Carlo method; Relaxed cutting plane method

Indexed keywords

CUTTING PLANE METHODS; DISCRETIZATIONS; HIGH-DIMENSIONAL PROBLEMS; NUMERICAL EXPERIMENTS; REGRESSION PROBLEM;

EID: 76749157156     PISSN: 10459227     EISSN: None     Source Type: Journal    
DOI: 10.1109/TNN.2009.2035804     Document Type: Article
Times cited : (13)

References (19)
  • 3
    • 0032638628 scopus 로고    scopus 로고
    • Least squares support vector machine classifiers
    • June
    • J. A. K. Suykens and J. Vandewalle, "Least squares support vector machine classifiers," Neural Process. Lett., vol.9, pp. 293-300, June 1999.
    • (1999) Neural Process. Lett. , vol.9 , pp. 293-300
    • Suykens, J.A.K.1    Vandewalle, J.2
  • 4
    • 4043137356 scopus 로고    scopus 로고
    • A tutorial on support vector regression
    • Aug.
    • A. J. Smola and B. Schölkopf, "A tutorial on support vector regression," Statist. Comput., vol.14, pp. 199-222, Aug. 2004.
    • (2004) Statist. Comput. , vol.14 , pp. 199-222
    • Smola, A.J.1    Schölkopf, B.2
  • 5
    • 33846086864 scopus 로고    scopus 로고
    • Nonlinear knowledge in kernel approximation
    • Jan.
    • O. L. Mangasarian and E. W. Wild, "Nonlinear knowledge in kernel approximation," IEEE Trans. Neural Netw., vol.18, no.1, pp. 300-306, Jan. 2007.
    • (2007) IEEE Trans. Neural Netw. , vol.18 , Issue.1 , pp. 300-306
    • Mangasarian, O.L.1    Wild, E.W.2
  • 6
    • 36849072437 scopus 로고    scopus 로고
    • Incorporating prior knowledge in support vector regression
    • F. Lauer and G. Bloch, "Incorporating prior knowledge in support vector regression," Mach. Learn., vol.70, pp. 89-118, 2008.
    • (2008) Mach. Learn. , vol.70 , pp. 89-118
    • Lauer, F.1    Bloch, G.2
  • 9
    • 8644243812 scopus 로고    scopus 로고
    • Incorporating prior knowledge into artificial neural networks-An industrial case study
    • S. Milanic, S. Strmcnik, D. Sel, N. Hvala, and R. Karba, "Incorporating prior knowledge into artificial neural networks-An industrial case study," Neurocomputing, vol.62, pp. 131-151, 2004.
    • (2004) Neurocomputing , vol.62 , pp. 131-151
    • Milanic, S.1    Strmcnik, S.2    Sel, D.3    Hvala, N.4    Karba, R.5
  • 10
    • 0030109138 scopus 로고    scopus 로고
    • Identification of non-linear systems using empirical data and prior knowledge-An optimization approach
    • T. A. Johansen, "Identification of non-linear systems using empirical data and prior knowledge-An optimization approach," Automatica, vol.32, pp. 337-356, 1996.
    • (1996) Automatica , vol.32 , pp. 337-356
    • Johansen, T.A.1
  • 11
    • 0034740046 scopus 로고    scopus 로고
    • Prior-knowledge-based feedforward network simulation of true boiling point curve of crude oil
    • C. W. Chen and D. Z. Chen, "Prior-knowledge-based feedforward network simulation of true boiling point curve of crude oil," Comput. Chem., vol.25, pp. 541-550, 2001.
    • (2001) Comput. Chem. , vol.25 , pp. 541-550
    • Chen, C.W.1    Chen, D.Z.2
  • 12
    • 0026382928 scopus 로고
    • Encoding a prior information in feedforward networks
    • W. H. Joerding and J. L. Meador, "Encoding a prior information in feedforward networks," Neural Netw., vol.4, pp. 847-856, 1991.
    • (1991) Neural Netw. , vol.4 , pp. 847-856
    • Joerding, W.H.1    Meador, J.L.2
  • 13
    • 71449127345 scopus 로고    scopus 로고
    • Nonlinear model based control with prior knowledge based learning
    • Hong Kong, China
    • Z. Sun, Z. K. Zhang, H. G. Wang, and M. Jiang, "Nonlinear model based control with prior knowledge based learning," in Proc. Asian Control Conf., Hong Kong, China, 2009, pp. 1576-1581.
    • (2009) Proc. Asian Control Conf. , pp. 1576-1581
    • Sun, Z.1    Zhang, Z.K.2    Wang, H.G.3    Jiang, M.4
  • 15
    • 0032275277 scopus 로고    scopus 로고
    • Relaxed cutting plane method for solving linear semi-infinite programming problems
    • S. Y.Wu, S. C. Fang, and C. J. Lin, "Relaxed cutting plane method for solving linear semi-infinite programming problems," J. Optim. Theory Appl., vol.99, pp. 759-779, 1998.
    • (1998) J. Optim. Theory Appl. , vol.99 , pp. 759-779
    • Wu, S.Y.1    Fang, S.C.2    Lin, C.J.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.