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Volumn , Issue , 2008, Pages 3325-3330

Time series forecasting through polynomial artificial neural networks and genetic programming

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL NEURAL NETWORKS; ITS ARCHITECTURES; LINEAR TIMES; OPTIMIZATION ALGORITHMS; TIME SERIES;

EID: 56349118974     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IJCNN.2008.4634270     Document Type: Conference Paper
Times cited : (4)

References (26)
  • 1
    • 34249982739 scopus 로고
    • Predicting Chaotic Time Series
    • Farmer, J.D., Sidorowich, J.J., "Predicting Chaotic Time Series'", Physical Review Letters, Vol. 59, No. 8, pp. 845-848, 1987.
    • (1987) Physical Review Letters , 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, pp. 485-490, 1991.
    • (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", Journal of Nonlinear Science, Vol. 3, pp. 197-223, 1993.
    • (1993) Journal of Nonlinear Science , vol.3 , pp. 197-223
    • Stark, J.1
  • 6
    • 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 Systems, Vol. 6, No. 2, pp. 442-449, 1991.
    • (1991) IEEE Trans. Power Systems , vol.6 , Issue.2 , pp. 442-449
    • Park, D.C.1
  • 7
    • 34249732552 scopus 로고
    • Polynomial and Standard Higher Order Neural Network
    • San Francisco, CA, USA, 28 March-1 April
    • Chang C., Lin J., Cheung J., "Polynomial and Standard Higher Order Neural Network". IEEE International Conference on Neural Networks, pp. 989-94 vol.2, San Francisco, CA, USA, 28 March-1 April, 1993.
    • (1993) IEEE International Conference on Neural Networks , vol.2 , pp. 989-994
    • Chang, C.1    Lin, J.2    Cheung, J.3
  • 8
    • 0024631931 scopus 로고
    • Representations of nonlinear systems: The NARMAX model
    • Chen S., Billings S., "Representations of nonlinear systems: the NARMAX model", Int. J. Control, vol. 49, no. 3, 1989.
    • (1989) Int. J. Control , vol.49 , Issue.3
    • Chen, S.1    Billings, S.2
  • 10
    • 0000262362 scopus 로고
    • Input-output parametric models for nonlinear systems
    • Leontaritis Y., Billings S., "Input-output parametric models for nonlinear systems", Int. J. Control, vol. 41, no. 2, 1985.
    • (1985) Int. J. Control , vol.41 , Issue.2
    • Leontaritis, Y.1    Billings, S.2
  • 11
    • 0024613194 scopus 로고
    • Recursive Prediction error parameter estimator for nonlinear models
    • Chen S., Billings A., "Recursive Prediction error parameter estimator for nonlinear models", Int. J. Control, vol. 49, no. 2, 1989.
    • (1989) Int. J. Control , vol.49 , Issue.2
    • Chen, S.1    Billings, A.2
  • 13
    • 0016483671 scopus 로고
    • A Learning Identification Algorithm and Its Application to an Environmental System
    • march
    • Duffy J., Franklin M., "A Learning Identification Algorithm and Its Application to an Environmental System", IEEE Transactions on Systems, Man and Cybernetics, vol. SMC-5, no.2, march, 1975.
    • (1975) IEEE Transactions on Systems, Man and Cybernetics , vol.SMC-5 , Issue.2
    • Duffy, J.1    Franklin, M.2
  • 14
    • 56349135751 scopus 로고    scopus 로고
    • Shin Y., Gosh J., Approximation of Multivariate Functions Using Ridge Polynomial Networks, IJCNN'92, p. 380-5, Baltimore. MD.USA. 7-11 June, 1992.
    • Shin Y., Gosh J., "Approximation of Multivariate Functions Using Ridge Polynomial Networks", IJCNN'92, p. 380-5, Baltimore. MD.USA. 7-11 June, 1992.
  • 15
    • 0028744839 scopus 로고
    • Modified Bernestein Polynomials and Their Connectionist Interpretation
    • Orlando, Florida, USA, 27 June-2 July
    • Shin Y., "Modified Bernestein Polynomials and Their Connectionist Interpretation", ICNN, p. 1433-8, vol. 3, Orlando, Florida, USA, 27 June-2 July, 1994.
    • (1994) ICNN , vol.3 , pp. 1433-1438
    • Shin, Y.1
  • 16
    • 40649108836 scopus 로고    scopus 로고
    • Forecasting Time Series with a New Architecture for Polynomial Artificial Neural Network
    • Vancouver, Canada
    • Flores-Méndez A., Gómez-Ramírez E., "Forecasting Time Series with a New Architecture for Polynomial Artificial Neural Network", IJCNN'06, Vancouver, Canada, 2006.
    • (2006) IJCNN'06
    • Flores-Méndez, A.1    Gómez-Ramírez, E.2
  • 18
    • 40649129682 scopus 로고    scopus 로고
    • Forecasting Time Series with a New Architecture for Polynomial Artificial Neural Network
    • Elsevier
    • Gómez-Ramírez E., Najim K., Ikonen E., "Forecasting Time Series with a New Architecture for Polynomial Artificial Neural Network". Applied Soft Computing, Elsevier, 2006.
    • (2006) Applied Soft Computing
    • Gómez-Ramírez, E.1    Najim, K.2    Ikonen, E.3
  • 19
    • 3543125839 scopus 로고    scopus 로고
    • Lexicographic parsimony pressure
    • Morgan Kaufmann, pp
    • Luke, S., Panait, L. "Lexicographic parsimony pressure", Proc. GECCO-2002, Morgan Kaufmann, pp 829-836, 2002.
    • (2002) Proc. GECCO-2002 , pp. 829-836
    • Luke, S.1    Panait, L.2
  • 24
  • 25
    • 0000241853 scopus 로고
    • Deterministic nonperiodic flow
    • march
    • Lorenz E.N., "Deterministic nonperiodic flow", J. Atmospheric Sci., vol. 20, pp. 130-141, march, 1963.
    • (1963) J. Atmospheric Sci , vol.20 , pp. 130-141
    • Lorenz, E.N.1
  • 26
    • 0040321375 scopus 로고    scopus 로고
    • Accessed Dec. 1st, 2007
    • Hyndman R.J., Time Series Data Library, http://www-personal.buscco. monash.edu.au/~hyndman/TSDL/, Accessed Dec. 1st, 2007.
    • Time Series Data Library
    • Hyndman, R.J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.