메뉴 건너뛰기




Volumn 19, Issue 2, 2004, Pages 193-210

Backfitting neural networks

Author keywords

Backfitting; Backpropagation; Backward deletion; Cross validation; Multi layer perceptron; Simulation

Indexed keywords


EID: 2942618203     PISSN: 09434062     EISSN: None     Source Type: Journal    
DOI: 10.1007/BF02892056     Document Type: Article
Times cited : (8)

References (42)
  • 3
    • 0030235832 scopus 로고    scopus 로고
    • Classification using splines
    • Bose, S. (1996) Classification using splines. Comput. Stat. and Data Analysis, 22, 505-525.
    • (1996) Comput. Stat. and Data Analysis , vol.22 , pp. 505-525
    • Bose, S.1
  • 4
    • 0037471441 scopus 로고    scopus 로고
    • Multi-layer statistical classifier
    • To appear in
    • Bose, S. (2003) Multi-layer statistical classifier. To appear in Comput. Stat. and Data Analysis.
    • (2003) Comput. Stat. and Data Analysis
    • Bose, S.1
  • 5
    • 0002170887 scopus 로고
    • Fitting additive models to regression data: Diagnostics and alternating views
    • Breiman, L. (1993) Fitting additive models to regression data: diagnostics and alternating views. Comput. Stat. and Data Analysis, 15, 13-46.
    • (1993) Comput. Stat. and Data Analysis , vol.15 , pp. 13-46
    • Breiman, L.1
  • 8
    • 84972539015 scopus 로고
    • Neural networks: A review from a statistical perspective (with discussion)
    • Cheng, B. and Titterington, D. M. (1994) Neural networks: a review from a statistical perspective (with discussion). Stat. Science, 9, 2-54.
    • (1994) Stat. Science , vol.9 , pp. 2-54
    • Cheng, B.1    Titterington, D.M.2
  • 9
    • 0000473247 scopus 로고
    • A backpropagation algorithm with optimal use of hidden units
    • Chauvin, Y. (1989) A backpropagation algorithm with optimal use of hidden units. Adv. Neural Info. Processing, 1, 519-526.
    • (1989) Adv. Neural Info. Processing , vol.1 , pp. 519-526
    • Chauvin, Y.1
  • 10
    • 0000494465 scopus 로고
    • Dynamic behavior of constrained backpropagation networks
    • Chauvin, Y. (1990) Dynamic behavior of constrained backpropagation networks. Adv. Neural Info. Processing, 2, 642-649.
    • (1990) Adv. Neural Info. Processing , vol.2 , pp. 642-649
    • Chauvin, Y.1
  • 11
    • 0007777923 scopus 로고    scopus 로고
    • Classification via Kernel Product Estimators
    • Cooley, C.A. and S.N. MacEachern (1998) Classification via Kernel Product Estimators. Biometrika, 85, 823-833.
    • (1998) Biometrika , vol.85 , pp. 823-833
    • Cooley, C.A.1    Maceachern, S.N.2
  • 16
    • 0002432565 scopus 로고
    • Multivariate adaptive regression splines (with discussion)
    • Friedman, J. (1991) Multivariate adaptive regression splines (with discussion). Ann. Stat., 19, 1-141.
    • (1991) Ann. Stat. , vol.19 , pp. 1-141
    • Friedman, J.1
  • 18
    • 21744462998 scopus 로고    scopus 로고
    • On bias, variance, 0-1 loss and the curse of dimensionality
    • Friedman, J. (1997) On bias, variance, 0-1 loss and the curse of dimensionality. Data Mining and Knowledge Discovery, 1, 55-77.
    • (1997) Data Mining and Knowledge Discovery , vol.1 , pp. 55-77
    • Friedman, J.1
  • 24
    • 0024880831 scopus 로고
    • Multi-layer feedforward networks are universal approximators
    • Hornik, K., Stinchcombe, M., and White, H. (1989) Multi-layer feedforward networks are universal approximators. Neural Networks,2, 359-366.
    • (1989) Neural Networks , vol.2 , pp. 359-366
    • Hornik, K.1    Stinchcombe, M.2    White, H.3
  • 25
    • 0000263797 scopus 로고
    • Projection pursuit
    • Huber, P. J. (1985) Projection pursuit. Ann. Stat., 13, 435-475.
    • (1985) Ann. Stat. , vol.13 , pp. 435-475
    • Huber, P.J.1
  • 27
    • 0025447562 scopus 로고
    • A simple procedure for pruning backpropagation trained neural networks
    • Karnin, E. D. (1990) A simple procedure for pruning backpropagation trained neural networks. IEEE trans. on Neural Net., 1, 239-242.
    • (1990) IEEE Trans. on Neural Net. , vol.1 , pp. 239-242
    • Karnin, E.D.1
  • 30
    • 0023331258 scopus 로고
    • An introduction to computing with neural nets
    • Lippmann, R. P. (1987) An introduction to computing with neural nets. IEEE ASSP Magazine, 4, 4-22.
    • (1987) IEEE ASSP Magazine , vol.4 , pp. 4-22
    • Lippmann, R.P.1
  • 32
    • 0000900876 scopus 로고
    • Skeletonization: A technique for trimming the fat from a network via relevance assessment
    • Mozer, M. C. and Smolensky, P. (1989) Skeletonization: a technique for trimming the fat from a network via relevance assessment. Adv. Neural Info. Processing, 1, 107-115.
    • (1989) Adv. Neural Info. Processing , vol.1 , pp. 107-115
    • Mozer, M.C.1    Smolensky, P.2
  • 33
    • 0001765492 scopus 로고
    • Simplifying neural networks by soft weight sharing
    • Nowlan, S. J. and Hilton, G. E. (1992) Simplifying neural networks by soft weight sharing. Neural Comp., 4, 473-493.
    • (1992) Neural Comp. , vol.4 , pp. 473-493
    • Nowlan, S.J.1    Hilton, G.E.2
  • 35
    • 0027662338 scopus 로고
    • Pruning algorithms - A survey
    • Reed, R. (1993) Pruning algorithms - a survey. IEEE Trans. on Neural Net., 4, 740-747.
    • (1993) IEEE Trans. on Neural Net. , vol.4 , pp. 740-747
    • Reed, R.1
  • 36
    • 0000696616 scopus 로고
    • Neural networks and related methods for classification (with discussion.)
    • Ripley, B. D. (1994) Neural networks and related methods for classification (with discussion.) Jour. Royal Stat. Soc., series B, 56, 409-456.
    • (1994) Jour. Royal Stat. Soc., Series B , vol.56 , pp. 409-456
    • Ripley, B.D.1
  • 38
    • 0039180597 scopus 로고
    • Automatic smoothing spline projection pursuit
    • Roosen, C. B. and Hastie, T. (1994) Automatic smoothing spline projection pursuit. Jour. Comput. Graph. Stat., 3, 235-248.
    • (1994) Jour. Comput. Graph. Stat. , vol.3 , pp. 235-248
    • Roosen, C.B.1    Hastie, T.2
  • 42
    • 0030106938 scopus 로고    scopus 로고
    • Implementing projection pursuit learning
    • Zhao, Y. and Atkenson, C. G. (1996) Implementing projection pursuit learning. IEEE Trans. on Neural Net., 7, 362-373.
    • (1996) IEEE Trans. on Neural Net. , vol.7 , pp. 362-373
    • Zhao, Y.1    Atkenson, C.G.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.