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Volumn 92, Issue 438, 1997, Pages 748-757

Prediction Intervals for Artificial Neural Networks

Author keywords

Asymptotic properties; Electric load forecasting; Identifiability; Jackknife estimate of coverage probability; Model selection; Statistical nonlinear regression

Indexed keywords


EID: 0040428297     PISSN: 01621459     EISSN: 1537274X     Source Type: Journal    
DOI: 10.1080/01621459.1997.10474027     Document Type: Article
Times cited : (270)

References (14)
  • 1
    • 0000729504 scopus 로고
    • Statistical Theory of Learning Curves Under Entropic Loss Criterion
    • Amari, S., and Murata, N. (1993), "Statistical Theory of Learning Curves Under Entropic Loss Criterion," Neuron Computation, 5, 140-153.
    • (1993) Neuron Computation , vol.5 , pp. 140-153
    • Amari, S.1    Murata, N.2
  • 2
    • 0001325515 scopus 로고
    • Approximation and Estimation Bounds for Artificial Neural Networks
    • Barron, A. R. (1994), "Approximation and Estimation Bounds for Artificial Neural Networks," Machine Learning, 14, 115-133.
    • (1994) Machine Learning , vol.14 , pp. 115-133
    • Barron, A.R.1
  • 3
    • 84972539015 scopus 로고
    • Neural Networks: A Review From a Statistical Perspective
    • Cheng, B., and Titterington, D. M. (1994), "Neural Networks: A Review From a Statistical Perspective," Statistical Science, 9, 2-54.
    • (1994) Statistical Science , vol.9 , pp. 2-54
    • Cheng, B.1    Titterington, D.M.2
  • 4
    • 0024861871 scopus 로고
    • Approximations by Superpositions of A Sigmoidal Function
    • Cybenko, G. (1989), "Approximations by Superpositions of A Sigmoidal Function," Mathematics of Control, Signals, and Systems, 2, 303-314.
    • (1989) Mathematics of Control, Signals, and Systems , vol.2 , pp. 303-314
    • Cybenko, G.1
  • 5
    • 0030198493 scopus 로고    scopus 로고
    • A Regularity Condition of the Information Matrix of a Multilayer Perceptron Network
    • Fukurnizu, K. (1996), "A Regularity Condition of the Information Matrix of a Multilayer Perceptron Network:' Neural Networks, 9, 871-875.
    • (1996) Neural Networks , vol.9 , pp. 871-875
    • Fukurnizu, K.1
  • 6
    • 0000091003 scopus 로고
    • Asymptotic properties of nonlinear least square estimators
    • Jennrich, R. (1969), "Asymptotic properties of nonlinear least square estimators," Annals of Mathematical Statistics, 40, 633--643.
    • (1969) Annals of Mathematical Statistics , vol.40
    • Jennrich, R.1
  • 10
    • 0026897370 scopus 로고
    • Uniqueness of the Weights for Minimal Feedforward Nets With a Given Input-Output Map
    • Sussmann, H. J. (1992), "Uniqueness of the Weights for Minimal Feedforward Nets With a Given Input-Output Map," Neural Networks, 5, 589-593.
    • (1992) Neural Networks , vol.5 , pp. 589-593
    • Sussmann, H.J.1
  • 11
    • 0000607206 scopus 로고
    • Identifiability of Finite Mixtures
    • Teicher, H. (1963), "Identifiability of Finite Mixtures," Annals of Mathematical Statistics, 34, 1265-1269.
    • (1963) Annals of Mathematical Statistics , vol.34 , pp. 1265-1269
    • Teicher, H.1
  • 12
    • 0000243355 scopus 로고
    • Learning in Artificial Neural Networks: A Statistical Perspective
    • White, H. (1989a), "Learning in Artificial Neural Networks: A Statistical Perspective," Neural Computation, 1,425-464.
    • (1989) Neural Computation , vol.1 , pp. 425-464
    • White, H.1
  • 13
    • 0012195187 scopus 로고
    • Some Asymptotic Results for Learning in Single HiddenLayer Feedforward Network Models
    • White, H. (1989b), "Some Asymptotic Results for Learning in Single HiddenLayer Feedforward Network Models," Journal of the American Statistical Association, 84, 1003-1013.
    • (1989) Journal of the American Statistical Association , vol.84 , pp. 1003-1013
    • White, H.1
  • 14
    • 0039391012 scopus 로고
    • Neural Networks For Electric Load Forecasting
    • Cornell University, Dept. of Electrical Engineering
    • Yuan, J. (1994), "Neural Networks For Electric Load Forecasting," unpublished Ph.D. dissertation, Cornell University, Dept. of Electrical Engineering
    • (1994) Unpublished Ph.D. Dissertation
    • Yuan, J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.