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Volumn 4233 LNCS - II, Issue , 2006, Pages 860-869

Fuzzy time series prediction method based on fuzzy recurrent neural network

Author keywords

[No Author keywords available]

Indexed keywords

BENCHMARKING; COMPUTATIONAL METHODS; DATA REDUCTION; FUZZY SETS; GENETIC ALGORITHMS; NEURAL NETWORKS;

EID: 33750732937     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11893257_95     Document Type: Conference Paper
Times cited : (18)

References (30)
  • 2
    • 0041678715 scopus 로고    scopus 로고
    • Genetic algorithm-based learning of fuzzy neural networks. Part 1: Feed-forward fuzzy neural networks
    • Aliev R.A., Fazlollahi B., Vahidov R., Genetic Algorithm-Based Learning of Fuzzy Neural Networks. Part 1: Feed-Forward Fuzzy Neural Networks, Fuzzy Sets and Systems 118, 2001, pp. 351-358.
    • (2001) Fuzzy Sets and Systems , vol.118 , pp. 351-358
    • Aliev, R.A.1    Fazlollahi, B.2    Vahidov, R.3
  • 3
    • 33750723552 scopus 로고    scopus 로고
    • Genetic algorithm-based learning of fuzzy neural networks. Part 2: Recurrent fuzzy neural networks
    • submitted to
    • Aliev R.A., Guirimov B.G., Fazlollahi B., Aliev R.R. "Genetic Algorithm-Based Learning of Fuzzy Neural Networks. Part 2: Recurrent Fuzzy Neural Networks" (submitted to Fuzzy Sets and Systems, 2006).
    • (2006) Fuzzy Sets and Systems
    • Aliev, R.A.1    Guirimov, B.G.2    Fazlollahi, B.3    Aliev, R.R.4
  • 4
    • 0035792313 scopus 로고    scopus 로고
    • A new-fractal approach for forecasting financial and economic time series
    • Castillo O., Melin P. A New-Fractal Approach for Forecasting Financial and Economic Time Series. J IEEE: 929-934, 2001.
    • (2001) J IEEE , pp. 929-934
    • Castillo, O.1    Melin, P.2
  • 5
    • 0001073047 scopus 로고    scopus 로고
    • Forecasting Enrolments based on fuzzy time series
    • Chen S.M. Forecasting Enrolments based on fuzzy time series, Fuzzy Sets and Systems 81, 1996, pp. 311-319.
    • (1996) Fuzzy Sets and Systems , vol.81 , pp. 311-319
    • Chen, S.M.1
  • 7
    • 0026261936 scopus 로고
    • Analysis of univariate time series with connectionist nets: A case study of two classical examples
    • DeGroot, Wurtz D. Analysis of Univariate Time Series with Connectionist Nets: A Case Study of Two Classical Examples, Neurocomput., Vol. 3, 177-192, 1991.
    • (1991) Neurocomput. , vol.3 , pp. 177-192
    • DeGroot1    Wurtz, D.2
  • 8
    • 4644248724 scopus 로고    scopus 로고
    • Electric consumption forecasting of Turkey using artificial neural networks up to year 2000
    • Hamzacebi, C., Kutay F. Electric Consumption Forecasting of Turkey Using Artificial Neural Networks Up to Year 2000. J. Fac. Eng. Arch. Gazi Univ., Vol. 19, No 3, 227-233, 2004.
    • (2004) J. Fac. Eng. Arch. Gazi Univ. , vol.19 , Issue.3 , pp. 227-233
    • Hamzacebi, C.1    Kutay, F.2
  • 9
    • 16344362256 scopus 로고    scopus 로고
    • A new method for handling forecasting problems based on fuzzy time series
    • Chungli, Taoyuan, Taiwan, ROC
    • Hwang J.R, Chen S.M, Lee C.H. A new method for handling forecasting problems based on fuzzy time series. In: 7tln Internat. Conf. On Information Management. Chungli, Taoyuan, Taiwan, ROC, pp 312-321, 1996.
    • (1996) 7tln Internat. Conf. on Information Management , pp. 312-321
    • Hwang, J.R.1    Chen, S.M.2    Lee, C.H.3
  • 10
    • 0032202643 scopus 로고    scopus 로고
    • Handling forecasting problems using fuzzy time series
    • Hwang J.R., Chen S.M., Lee C.H. Handling forecasting problems using fuzzy time series. J Fuzzy Sets and Systems 100: 217-228, 1998.
    • (1998) J Fuzzy Sets and Systems , vol.100 , pp. 217-228
    • Hwang, J.R.1    Chen, S.M.2    Lee, C.H.3
  • 11
    • 0032202643 scopus 로고    scopus 로고
    • Handling forecasting problems using fuzzy time series
    • Hwang J.R., Chen S.M., Lee C.H. Handling Forecasting Problems Using Fuzzy Time Series. Fuzzy Sets and Systems 100, pp. 217-228, 1998.
    • (1998) Fuzzy Sets and Systems , vol.100 , pp. 217-228
    • Hwang, J.R.1    Chen, S.M.2    Lee, C.H.3
  • 12
    • 0034244894 scopus 로고    scopus 로고
    • Identification and control of dynamic systems using recurrent fuzzy neural networks
    • Lee C.-H., Teng C.-C. Identification and Control of Dynamic Systems Using Recurrent Fuzzy Neural Networks. IEEE Trans. on Fuzzy Systems, Vol. 8, No. 4, 349-366, 2000.
    • (2000) IEEE Trans. on Fuzzy Systems , vol.8 , Issue.4 , pp. 349-366
    • Lee, C.-H.1    Teng, C.-C.2
  • 14
    • 0001765492 scopus 로고
    • Simplifying neural networks by soft weight-sharing
    • Nowland S., Hinton G. Simplifying Neural Networks by Soft Weight-Sharing, Neural Comput., Vol. 4, No. 4, 473-493, 1992.
    • (1992) Neural Comput. , vol.4 , Issue.4 , pp. 473-493
    • Nowland, S.1    Hinton, G.2
  • 17
    • 0003299258 scopus 로고
    • An introduction to bispectral analysis and bilinear time series models
    • Springer-Verlag
    • Rao S., Gabr M.M. An Introduction to Bispectral Analysis and Bilinear Time Series Models, in Lecture Notes in Statistics. Springer-Verlag, Vol. 24, 1984.
    • (1984) Lecture Notes in Statistics , vol.24
    • Rao, S.1    Gabr, M.M.2
  • 20
    • 38149147511 scopus 로고
    • Forecasting enrollments with fuzzy time series - Part I
    • Song Q, Chissom B.S. Forecasting enrollments with fuzzy time series - part I. J Fuzzy Sets and Systems 54: 1-9, 1993.
    • (1993) J Fuzzy Sets and Systems , vol.54 , pp. 1-9
    • Song, Q.1    Chissom, B.S.2
  • 21
    • 38149146997 scopus 로고
    • Forecasting enrollments with fuzzy time series - Part II
    • Song Q, Chissom B.S. Forecasting enrollments with fuzzy time series - part II. J Fuzzy Sets and Systems 62: 1-8, 1994.
    • (1994) J Fuzzy Sets and Systems , vol.62 , pp. 1-8
    • Song, Q.1    Chissom, B.S.2
  • 23
    • 0028462006 scopus 로고
    • A comparison of fuzzy forecasting and Markov modeling
    • Sullivan J, Woodall W.H. A comparison of fuzzy forecasting and Markov modeling. J Fuzzy Sets and Systems 64: 279-293, 1994.
    • (1994) J Fuzzy Sets and Systems , vol.64 , pp. 279-293
    • Sullivan, J.1    Woodall, W.H.2
  • 24
    • 0000003175 scopus 로고
    • Threshold autoregression, limit cycle and cyclical data
    • Tong H, Lim K.S. Threshold Autoregression, Limit Cycle and Cyclical Data. Int. Rev. Statist. Soc. B, Vol. 42, 1980.
    • (1980) Int. Rev. Statist. Soc. B , vol.42
    • Tong, H.1    Lim, K.S.2
  • 28
    • 0004952929 scopus 로고
    • Non-linear prediction of acoustic vectors using hierarchical mixtures of experts
    • Cambridge, MA: MIT Press
    • Waterhouse S.R., Robinson A.J. Non-Linear Prediction of Acoustic Vectors Using Hierarchical Mixtures of Experts, in Advances of Neural Information Processing Systems. Cambridge, MA: MIT Press, Vol. 7, 1995.
    • (1995) Advances of Neural Information Processing Systems , vol.7
    • Waterhouse, S.R.1    Robinson, A.J.2
  • 29
    • 0016631726 scopus 로고
    • The concept of a linguistic variable and its application to approximate reasoning
    • Zadeh L The concept of a linguistic variable and its application to approximate reasoning. J Information Sciences 8: 43-80, 1975.
    • (1975) J Information Sciences , vol.8 , pp. 43-80
    • Zadeh, L.1
  • 30
    • 0024030447 scopus 로고
    • A model of weather forecast by fuzzy grade statistics
    • Zuoyoung L., Zhenpei C., Jitao L. A model of weather forecast by fuzzy grade statistics. J Fuzzy Sets and Systems 26: 275-281, 1988.
    • (1988) J Fuzzy Sets and Systems , vol.26 , pp. 275-281
    • Zuoyoung, L.1    Zhenpei, C.2    Jitao, L.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.