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Volumn 7, Issue 4, 2007, Pages 1209-1216

Forecasting time series with a new architecture for polynomial artificial neural network

Author keywords

Chaotic time series; Forecasting; Polynomial artificial neural network

Indexed keywords

CHAOS THEORY; COMPUTATIONAL METHODS; FORECASTING; GENETIC ALGORITHMS; POLYNOMIALS; TIME SERIES ANALYSIS;

EID: 34249681388     PISSN: 15684946     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.asoc.2006.01.008     Document Type: Article
Times cited : (19)

References (20)
  • 1
    • 34249982739 scopus 로고
    • Predicting chaotic time series
    • Farmer J.D., and Sidorowich J.J. Predicting chaotic time series. Phys. Rev. Lett. 59 8 (1987) 845-848
    • (1987) Phys. Rev. Lett. , vol.59 , Issue.8 , pp. 845-848
    • Farmer, J.D.1    Sidorowich, J.J.2
  • 2
    • 0026692296 scopus 로고
    • Using CNLS-net to predict the Mackey-Glass chaotic time series
    • Mead W.C., et al. Using CNLS-net to predict the Mackey-Glass chaotic time series. Proc. IJCNN (1991) 485-490
    • (1991) Proc. IJCNN , pp. 485-490
    • Mead, W.C.1
  • 3
    • 51249162589 scopus 로고
    • Recursive prediction of chaotic time series
    • Stark J. Recursive prediction of chaotic time series. J. Nonlin. Sci. 3 (1993) 197-223
    • (1993) J. Nonlin. Sci. , vol.3 , pp. 197-223
    • Stark, J.1
  • 4
    • 34249695934 scopus 로고    scopus 로고
    • S. Soltani, S. Canu, C. Boichu, Time series prediction and the wavelet transform, International Workshop on Advanced Black Box modelling, Leuven, Belgium, July 8-10, 1998.
  • 5
    • 0026151476 scopus 로고
    • Electric load forecasting using an artificial neural network
    • Park D.C., et al. Electric load forecasting using an artificial neural network. IEEE Trans. Power Syst. 6 2 (1991) 442-449
    • (1991) IEEE Trans. Power Syst. , vol.6 , Issue.2 , pp. 442-449
    • Park, D.C.1
  • 7
    • 0024631931 scopus 로고
    • Representations of nonlinear systems: the NARMAX model
    • Chen S., and Billings S. Representations of nonlinear systems: the NARMAX model. Int. J. Control 49 3 (1989)
    • (1989) Int. J. Control , vol.49 , Issue.3
    • Chen, S.1    Billings, S.2
  • 8
    • 0030126677 scopus 로고    scopus 로고
    • Experimental neural networks for prediction and identification
    • Alippi C., and Piuri V. Experimental neural networks for prediction and identification. IEEE Trans. Instrum. Meas. 45 2 (1996)
    • (1996) IEEE Trans. Instrum. Meas. , vol.45 , Issue.2
    • Alippi, C.1    Piuri, V.2
  • 9
    • 0000262362 scopus 로고
    • Input-output parametric models for nonlinear systems
    • Leontaritis Y., and Billings S. Input-output parametric models for nonlinear systems. Int. J. Control 41 2 (1985)
    • (1985) Int. J. Control , vol.41 , Issue.2
    • Leontaritis, Y.1    Billings, S.2
  • 10
    • 0024613194 scopus 로고
    • Recursive prediction error parameter estimator for nonlinear models
    • Chen S., and Billings A. Recursive prediction error parameter estimator for nonlinear models. Int. J. Control 49 2 (1989)
    • (1989) Int. J. Control , vol.49 , Issue.2
    • Chen, S.1    Billings, A.2
  • 12
    • 0016483671 scopus 로고
    • A learning identification algorithm and its application to an environmental system
    • Duffy J., and Franklin M. A learning identification algorithm and its application to an environmental system. IEEE Trans. Syst., Man Cybern. SMC-5 2 (1975)
    • (1975) IEEE Trans. Syst., Man Cybern. , vol.SMC-5 , Issue.2
    • Duffy, J.1    Franklin, M.2
  • 13
    • 34249708365 scopus 로고    scopus 로고
    • Y. Shin, J. Gosh, Approximation of Multivariate Functions Using Ridge Polynomial Networks, IJCNN'92, Baltimore, MD, USA, 7-11 June, 1992, pp. 380-385.
  • 14
    • 0028744839 scopus 로고    scopus 로고
    • Y. Shin, Modified Bernestein Polynomials and Their Connectionist Interpretation, ICNN, vol. 3, Orlando, Florida, USA, 27 June-2 July, 1994, pp. 1433-1438.
  • 15
    • 84901433856 scopus 로고    scopus 로고
    • E. Gómez-Ramírez, A. Poznyak, A. González Yunes, M. Avila-Alvarez, Adaptive Architecture of Polynomial Artificial Neural Network to Forecast Nonlinear Time Series. CEC99 Special Session on Time Series Prediction, Mayflower Hotel, Washington, DC, USA, July 6-9, 1999.
  • 16
    • 34249685994 scopus 로고    scopus 로고
    • J.T. Alander, An Indexed Bibliography of Genetic Algorithms: Years 1957-1993, 1994, Art of CAD ltd.
  • 17
    • 34249668315 scopus 로고    scopus 로고
    • I. Bedner, Genetic Algorithms and Genetic Programming at Stanford, Stanford Bookstore, 1997.
  • 19
    • 0026867458 scopus 로고
    • Extrapolation of Mackey-Glass data using cascade correlation
    • Ensley D., and Nelson D.E. Extrapolation of Mackey-Glass data using cascade correlation. Simulation 58 5 (1992) 333-339
    • (1992) Simulation , vol.58 , Issue.5 , pp. 333-339
    • Ensley, D.1    Nelson, D.E.2
  • 20
    • 34249689590 scopus 로고    scopus 로고
    • W. Mead, R. Jones, Y. Lee, C. Barnes, G. Flake, L. Lee, M. O'Rourke, Using CNLS-Net to Predict the Mackey-Glass Chaotic Time Series. CNLS Newsletter, Center for nonlinear Studies Los Alamos National Lab., No. 69, 1991.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.