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Volumn 3512, Issue , 2005, Pages 985-992

Input and structure selection for κ-NN approximator

Author keywords

Bootstrap; k NN; Leave one out; Model Structure Selection; Time Series Prediction

Indexed keywords

DATA REDUCTION; MATHEMATICAL MODELS; NONLINEAR SYSTEMS; PROBLEM SOLVING; SET THEORY; TIME SERIES ANALYSIS;

EID: 25144447299     PISSN: 03029743     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1007/11494669_121     Document Type: Conference Paper
Times cited : (15)

References (6)
  • 3
    • 85164392958 scopus 로고
    • A study of cross-validation and bootstrap for accuracy estimation and model selection
    • Montréal
    • Kohavi R.: A study of Cross-Validation and Bootstrap for Accuracy Estimation and Model Selection. In: Proc. of the 14th Int. Joint Conf. on A.I., Montréal (1995) 2:1137-1143.
    • (1995) Proc. of the 14th Int. Joint Conf. on A.I. , vol.2 , pp. 1137-1143
    • Kohavi, R.1
  • 4
    • 21144438694 scopus 로고    scopus 로고
    • Model selection with cross-validations and boot-straps - Application to time series prediction with RBFN models
    • Artificial Neural Networks and Neural Information Processing - ICANN/ICONIP (2003), Kaynak O., Alpaydin E., Oja E., Xu L. (eds), Berlin
    • Lendasse A., Wertz V., Verleysen M.: Model selection with cross-validations and boot-straps - Application to time series prediction with RBFN models. In: Artificial Neural Networks and Neural Information Processing - ICANN/ICONIP (2003), Kaynak O., Alpaydin E., Oja E., Xu L. (eds): Springer-Verlag Lecture Notes in Computer Science 2714, Berlin (2003) 573-580.
    • (2003) Springer-verlag Lecture Notes in Computer Science , vol.2714 , pp. 573-580
    • Lendasse, A.1    Wertz, V.2    Verleysen, M.3
  • 5
    • 0031536511 scopus 로고    scopus 로고
    • Improvements on cross-validation: The .632+ bootstrap method
    • Efron B., Tibshirani R. J.: Improvements on cross-validation: The .632+ bootstrap method. J. Amer. Statist. Assoc. (1997) 92:548-560.
    • (1997) J. Amer. Statist. Assoc. , vol.92 , pp. 548-560
    • Efron, B.1    Tibshirani, R.J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.