메뉴 건너뛰기




Volumn 35, Issue 1-2, 2008, Pages 415-422

A hybrid wavelet analysis and support vector machines in forecasting development of manufacturing

Author keywords

Chaos optimization; Forecast; Manufacturing; Support vector machine

Indexed keywords

AEROSPACE APPLICATIONS; FORECASTING; GEARS; IMAGE RETRIEVAL; LEARNING SYSTEMS; MACHINE COMPONENTS; MATHEMATICAL MODELS; MODAL ANALYSIS; MULTILAYER NEURAL NETWORKS; PAPER; STATISTICS; TEXTILE PROCESSING; TIME SERIES ANALYSIS; VECTORS; WAVELET ANALYSIS; WAVELET TRANSFORMS;

EID: 44949248381     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2007.07.052     Document Type: Article
Times cited : (27)

References (20)
  • 1
    • 28444464820 scopus 로고    scopus 로고
    • Bao, Y-K., Liu, Z-T., Guo, L., & Wang, W. (2005). Forecasting stock composite index by fuzzy support vector machines regression, Machine Learning and Cybernetics, 2005, Proceedings of 2005 International Conference, 6(8), 3535-3540.
    • Bao, Y-K., Liu, Z-T., Guo, L., & Wang, W. (2005). Forecasting stock composite index by fuzzy support vector machines regression, Machine Learning and Cybernetics, 2005, Proceedings of 2005 International Conference, 6(8), 3535-3540.
  • 2
    • 44949235230 scopus 로고    scopus 로고
    • Chang, C. C., & Lin, C. J. LIBSVM: A library for support vector machines. Available at: http://www.csie.ntu.edu.tw/~cjlin/libsvm.
    • Chang, C. C., & Lin, C. J. LIBSVM: A library for support vector machines. Available at: http://www.csie.ntu.edu.tw/~cjlin/libsvm.
  • 3
    • 0032594951 scopus 로고    scopus 로고
    • Support vector machines for histogram-based image classification
    • Chapelle O., Haffner P., and Vapnik V.N. Support vector machines for histogram-based image classification. Neural Networks, IEEE Transactions 10 5 (1999) 1055-1064
    • (1999) Neural Networks, IEEE Transactions , vol.10 , Issue.5 , pp. 1055-1064
    • Chapelle, O.1    Haffner, P.2    Vapnik, V.N.3
  • 6
    • 44949153111 scopus 로고    scopus 로고
    • Fujita, T., Watanabe, T., Yasuda, K., & Yokoyama, R. (1996). Global optimization method using chaos in dissipative system, Industrial Electronics, Control, and Instrumentation, 1996. Proceedings of the 1996 IEEE IECON 22nd International Conference, (2), 262-266.
    • Fujita, T., Watanabe, T., Yasuda, K., & Yokoyama, R. (1996). Global optimization method using chaos in dissipative system, Industrial Electronics, Control, and Instrumentation, 1996. Proceedings of the 1996 IEEE IECON 22nd International Conference, (2), 262-266.
  • 7
    • 17644404746 scopus 로고    scopus 로고
    • Interval regression analysis using quadratic loss support vector machine
    • Hong D.H., and Hwang C. Interval regression analysis using quadratic loss support vector machine. Fuzzy Systems, IEEE Transactions 13 2 (2005) 229-237
    • (2005) Fuzzy Systems, IEEE Transactions , vol.13 , Issue.2 , pp. 229-237
    • Hong, D.H.1    Hwang, C.2
  • 8
    • 44949135488 scopus 로고    scopus 로고
    • Hearst, M. A., Dumais, S. T., Osman, E., Platt, J., & Scholkopf, B. (1998). Support vector machines, Intelligent Systems and Their Applications, IEEE [see also IEEE Intelligent Systems], 13(4), 18-28.
    • Hearst, M. A., Dumais, S. T., Osman, E., Platt, J., & Scholkopf, B. (1998). Support vector machines, Intelligent Systems and Their Applications, IEEE [see also IEEE Intelligent Systems], 13(4), 18-28.
  • 9
    • 44949159389 scopus 로고    scopus 로고
    • http://www.stat.go.jp/.
    • http://www.stat.go.jp/.
  • 11
    • 0032094334 scopus 로고    scopus 로고
    • Optimizing complex functions by chaos search
    • Li B., and Jiang W.S. Optimizing complex functions by chaos search. Cybernet System 29 (1998) 409-419
    • (1998) Cybernet System , vol.29 , pp. 409-419
    • Li, B.1    Jiang, W.S.2
  • 12
    • 44949213489 scopus 로고    scopus 로고
    • Lin, P. T. (2001). Support vector regression: systematic design and performance analysis. PhD Thesis, Department of Electronic Engineering, National Taiwan University of Science and Technology, Taipei.
    • Lin, P. T. (2001). Support vector regression: systematic design and performance analysis. PhD Thesis, Department of Electronic Engineering, National Taiwan University of Science and Technology, Taipei.
  • 16
    • 0026239193 scopus 로고
    • Wavelets and signal processing
    • Rioul O., and Vetterli M. Wavelets and signal processing. IEEE SP Magazine 8 4 (1991) 14-38
    • (1991) IEEE SP Magazine , vol.8 , Issue.4 , pp. 14-38
    • Rioul, O.1    Vetterli, M.2
  • 17
    • 0038676246 scopus 로고    scopus 로고
    • Sun, Z., Gao, L., & Sun, Y. (2002). Using support vector machines for mining regression classes in large data sets, TENCON '02. Proceeding 2002 IEEE Region 10 Conference on Computers, Communications, Control and Power Engineering, 1(10), 89-92.
    • Sun, Z., Gao, L., & Sun, Y. (2002). Using support vector machines for mining regression classes in large data sets, TENCON '02. Proceeding 2002 IEEE Region 10 Conference on Computers, Communications, Control and Power Engineering, 1(10), 89-92.
  • 18
    • 0242552618 scopus 로고    scopus 로고
    • Sun, Z., & Sun, Y. (2003). Fuzzy support vector machine for regression estimation, Systems, Man and Cybernetics, 2003. IEEE International Conference, 4(10), 3336-3341.
    • Sun, Z., & Sun, Y. (2003). Fuzzy support vector machine for regression estimation, Systems, Man and Cybernetics, 2003. IEEE International Conference, 4(10), 3336-3341.
  • 20
    • 0032133950 scopus 로고    scopus 로고
    • Neural network forecasting of the British Pound/US Dollar Exchange Rate
    • Zhang G.Q., and Michael Y.H. Neural network forecasting of the British Pound/US Dollar Exchange Rate. Omega 26 4 (1998) 495-506
    • (1998) Omega , vol.26 , Issue.4 , pp. 495-506
    • Zhang, G.Q.1    Michael, Y.H.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.