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Volumn 14, Issue , 1996, Pages 529-552

18 Financial applications of Artificial Neural Networks

(1)  Qi, Min a  

a NONE

Author keywords

[No Author keywords available]

Indexed keywords


EID: 0000103157     PISSN: 01697161     EISSN: None     Source Type: Book Series    
DOI: 10.1016/S0169-7161(96)14020-7     Document Type: Review
Times cited : (27)

References (90)
  • 1
    • 0004368547 scopus 로고
    • Financial market applications of learning from hints
    • Refenes A.-P. (Ed), John Wiley & Sons
    • Abu-Mostafa Y.S. Financial market applications of learning from hints. In: Refenes A.-P. (Ed). Neural Networks in the Capital Markets (1995), John Wiley & Sons 221-232
    • (1995) Neural Networks in the Capital Markets , pp. 221-232
    • Abu-Mostafa, Y.S.1
  • 2
    • 43949151078 scopus 로고
    • Corporate distress diagnosis: Comparisons using linear discriminant analysis and neural networks (the Italian experience)
    • Altman E., Marco G., and Varetto F. Corporate distress diagnosis: Comparisons using linear discriminant analysis and neural networks (the Italian experience). J. Banking Finance 18 (1994) 505-529
    • (1994) J. Banking Finance , vol.18 , pp. 505-529
    • Altman, E.1    Marco, G.2    Varetto, F.3
  • 4
    • 0024774330 scopus 로고
    • Neural networks and principal component analysis: Learning from examples without local minima
    • Baldi P., and Hornik K. Neural networks and principal component analysis: Learning from examples without local minima. Neural Networks 2 (1989) 53-58
    • (1989) Neural Networks , vol.2 , pp. 53-58
    • Baldi, P.1    Hornik, K.2
  • 6
    • 84972539015 scopus 로고
    • Neural Networks: A review from a statistical perspective
    • Cheng B., and Titterington D. Neural Networks: A review from a statistical perspective. Statist. Sci. 9 (1994) 2-54
    • (1994) Statist. Sci. , vol.9 , pp. 2-54
    • Cheng, B.1    Titterington, D.2
  • 7
    • 0040179163 scopus 로고
    • A nonlinear approach to return predictability in the securities markets using feedforward neural network
    • Washington State University, New York
    • Chuah K.L. A nonlinear approach to return predictability in the securities markets using feedforward neural network. Dissertation (1993), Washington State University, New York
    • (1993) Dissertation
    • Chuah, K.L.1
  • 8
    • 0041501047 scopus 로고
    • A neural network approach to forecasting financial distress
    • Coats P., and Fant L. A neural network approach to forecasting financial distress. J. Business Forecasting 10 (1992) 9-12
    • (1992) J. Business Forecasting , vol.10 , pp. 9-12
    • Coats, P.1    Fant, L.2
  • 9
    • 0024122218 scopus 로고
    • An application of a multiple neural-network system to emulation of mortgage underwriting judgments
    • Collins E., Ghosh S., and Scofield C. An application of a multiple neural-network system to emulation of mortgage underwriting judgments. Proc. IEEE Internat. Conf. Neural Networks 2 (1988) 459-466
    • (1988) Proc. IEEE Internat. Conf. Neural Networks , vol.2 , pp. 459-466
    • Collins, E.1    Ghosh, S.2    Scofield, C.3
  • 11
    • 0024861871 scopus 로고
    • Approximation by superposition of a sigmoid function
    • Cybenko G. Approximation by superposition of a sigmoid function. Math. of Control Signals, and systems 2 (1989) 303-314
    • (1989) Math. of Control Signals, and systems , vol.2 , pp. 303-314
    • Cybenko, G.1
  • 12
    • 0001344011 scopus 로고
    • Comparing the predictive performance of a neural network model with some traditional market response models
    • Dasgupta C.G., Dispensa G.S., and Ghose S. Comparing the predictive performance of a neural network model with some traditional market response models. Internat. J. Forecasting 10 (1994) 235-244
    • (1994) Internat. J. Forecasting , vol.10 , pp. 235-244
    • Dasgupta, C.G.1    Dispensa, G.S.2    Ghose, S.3
  • 14
    • 0001543560 scopus 로고
    • Nonparametric exchange rate prediction?
    • Diebold F.X., and Nason J.A. Nonparametric exchange rate prediction?. J. Internat. Econom. 28 (1990) 315-332
    • (1990) J. Internat. Econom. , vol.28 , pp. 315-332
    • Diebold, F.X.1    Nason, J.A.2
  • 15
    • 0024123528 scopus 로고
    • Bond Rating: A non-conservative application of neural networks
    • Dutta S., and Shekhar S. Bond Rating: A non-conservative application of neural networks. Proc. IEEE Internat. Conf. Neural Networks 2 (1988) 443-450
    • (1988) Proc. IEEE Internat. Conf. Neural Networks , vol.2 , pp. 443-450
    • Dutta, S.1    Shekhar, S.2
  • 16
    • 0000155950 scopus 로고
    • The cascade-correlation learning algorithm
    • Touretzky D.S. (Ed), Morgan Kaufmann, Medford, MA
    • Fahlman S.E., and Lebiere C. The cascade-correlation learning algorithm. In: Touretzky D.S. (Ed). Advances in Neural Information Processing Systems 2 (1990), Morgan Kaufmann, Medford, MA 525-532
    • (1990) Advances in Neural Information Processing Systems , vol.2 , pp. 525-532
    • Fahlman, S.E.1    Lebiere, C.2
  • 17
    • 0000783575 scopus 로고
    • The upstart algorithm: A method for constructing and training feed-forward neural networks
    • Frean M.R.A. The upstart algorithm: A method for constructing and training feed-forward neural networks. Neural Computation 2 (1989) 198-209
    • (1989) Neural Computation , vol.2 , pp. 198-209
    • Frean, M.R.A.1
  • 18
    • 0024866495 scopus 로고
    • On the approximate realization of continuous mappings by neural networks
    • Funahashi K. On the approximate realization of continuous mappings by neural networks. Neural Networks 2 (1989) 183-192
    • (1989) Neural Networks , vol.2 , pp. 183-192
    • Funahashi, K.1
  • 21
    • 0003079343 scopus 로고
    • Comparative study of artificial neural network and statistical models for predicting student grade point average
    • Gorr W.L., Nagin D., and Szczypula J. Comparative study of artificial neural network and statistical models for predicting student grade point average. Internat. J. Forecasting 10 (1994) 1-34
    • (1994) Internat. J. Forecasting , vol.10 , pp. 1-34
    • Gorr, W.L.1    Nagin, D.2    Szczypula, J.3
  • 22
    • 84978567506 scopus 로고
    • Forecasting S&P and gold futures prices: An application of neural networks
    • Grudnitski G., and Osburn L. Forecasting S&P and gold futures prices: An application of neural networks. J. Futures Markets 13 (1993) 631-643
    • (1993) J. Futures Markets , vol.13 , pp. 631-643
    • Grudnitski, G.1    Osburn, L.2
  • 23
    • 70350339031 scopus 로고
    • Stock price forecasting of Austrian initial public offerings using artificial neural networks
    • Haefke C., and Helmenstein C. Stock price forecasting of Austrian initial public offerings using artificial neural networks. Proc. Neural networks Capital Markets (1994)
    • (1994) Proc. Neural networks Capital Markets
    • Haefke, C.1    Helmenstein, C.2
  • 28
    • 0001309573 scopus 로고
    • On Market timing and investment performance II, Statistical procedures for evaluating forecasting skills
    • Henriksson R.O., and Merton R.C. On Market timing and investment performance II, Statistical procedures for evaluating forecasting skills. J. Business 54 (1981) 513-533
    • (1981) J. Business , vol.54 , pp. 513-533
    • Henriksson, R.O.1    Merton, R.C.2
  • 31
    • 0024880831 scopus 로고
    • Multilayer feedforward networks are universal approximators
    • Hornik K., Stinchcombe M., and White H. Multilayer feedforward networks are universal approximators. Neural Networks 2 (1989) 359-366
    • (1989) Neural Networks , vol.2 , pp. 359-366
    • Hornik, K.1    Stinchcombe, M.2    White, H.3
  • 32
    • 0442275121 scopus 로고
    • A neural network procedure for selecting predictive indicators in currency trading
    • Refenes A.-P. (Ed), John Wiley & Sons, Redwood City
    • Hsu W., Hsu L.S., and Tenorio M.F. A neural network procedure for selecting predictive indicators in currency trading. In: Refenes A.-P. (Ed). Neural Networks in the Capital Markets (1995), John Wiley & Sons, Redwood City 245-257
    • (1995) Neural Networks in the Capital Markets , pp. 245-257
    • Hsu, W.1    Hsu, L.S.2    Tenorio, M.F.3
  • 33
    • 70350343995 scopus 로고
    • Neural networks in financial distress prediction: An application to the life insurance industry
    • University of Mississippi, Chichester
    • Huang C.S. Neural networks in financial distress prediction: An application to the life insurance industry. Dissertation (1993), University of Mississippi, Chichester
    • (1993) Dissertation
    • Huang, C.S.1
  • 34
    • 84993911657 scopus 로고
    • A nonparametric approach to pricing and hedging derivative securities via learning networks
    • Hutchinson J., Lo A., and Poggio T. A nonparametric approach to pricing and hedging derivative securities via learning networks. J. Finance 99 (1994) 851-889
    • (1994) J. Finance , vol.99 , pp. 851-889
    • Hutchinson, J.1    Lo, A.2    Poggio, T.3
  • 35
    • 0000270024 scopus 로고
    • Estimation of a model with multiple indicators and multiple causes of a single latent variable
    • Jöreskog K.G., and Goldberger A.S. Estimation of a model with multiple indicators and multiple causes of a single latent variable. J. Amer. Statist. Assoc. 70 (1975) 631-639
    • (1975) J. Amer. Statist. Assoc. , vol.70 , pp. 631-639
    • Jöreskog, K.G.1    Goldberger, A.S.2
  • 37
    • 0029061996 scopus 로고
    • Generalizations of principal component analysis, optimization problems and neural networks
    • Karhunen J., and Joutsensalo J. Generalizations of principal component analysis, optimization problems and neural networks. Neural Networks 8 (1995) 549-562
    • (1995) Neural Networks , vol.8 , pp. 549-562
    • Karhunen, J.1    Joutsensalo, J.2
  • 38
    • 0001321136 scopus 로고
    • On the representation of continuous functions of many variables by superposition of continuous functions of one variable and addition
    • Kolmogorov A.N. On the representation of continuous functions of many variables by superposition of continuous functions of one variable and addition. Dokl. Akad. Nauk USSR 114 (1957) 953-956
    • (1957) Dokl. Akad. Nauk USSR , vol.114 , pp. 953-956
    • Kolmogorov, A.N.1
  • 39
    • 84983857211 scopus 로고
    • Forecasting exchange rates using feedforward and recurrent neural networks
    • Kuan C., and Liu T. Forecasting exchange rates using feedforward and recurrent neural networks. J. Appl. Econometrics 10 (1995) 347-364
    • (1995) J. Appl. Econometrics , vol.10 , pp. 347-364
    • Kuan, C.1    Liu, T.2
  • 40
    • 84948516717 scopus 로고
    • Artificial neural networks: An econometric perspective
    • Kuan C., and White H. Artificial neural networks: An econometric perspective. Econometric Rev. 13 (1994) 1-91
    • (1994) Econometric Rev. , vol.13 , pp. 1-91
    • Kuan, C.1    White, H.2
  • 42
    • 0011039123 scopus 로고
    • The 13th Problem of Hilbert
    • American Mathematical Society
    • Lorentz G.G. The 13th Problem of Hilbert. Proc. Symposia Pure Math. 28 (1976), American Mathematical Society
    • (1976) Proc. Symposia Pure Math. , vol.28
    • Lorentz, G.G.1
  • 44
    • 36149031331 scopus 로고
    • Learning in feedforward layered network: The tiling algorithm
    • Mezard M., and Nadal J. Learning in feedforward layered network: The tiling algorithm. J. Physics A 22 (1989) 2191-2203
    • (1989) J. Physics A , vol.22 , pp. 2191-2203
    • Mezard, M.1    Nadal, J.2
  • 45
    • 0002787457 scopus 로고
    • Architecture selection strategies for neural networks: Application to corporate bond rating prediction
    • Refenes A.-P. (Ed), John Wiley & Sons
    • Moody J., and Utans J. Architecture selection strategies for neural networks: Application to corporate bond rating prediction. In: Refenes A.-P. (Ed). Neural Networks in the Capital Markets (1995), John Wiley & Sons 277-300
    • (1995) Neural Networks in the Capital Markets , pp. 277-300
    • Moody, J.1    Utans, J.2
  • 47
    • 0002399288 scopus 로고
    • Neural networks, principal components, and subspace
    • Oja E. Neural networks, principal components, and subspace. Internat. J. Neural Systems 1 (1989) 61-68
    • (1989) Internat. J. Neural Systems , vol.1 , pp. 61-68
    • Oja, E.1
  • 48
    • 38149143543 scopus 로고
    • A generalization of the non-parametric Henriksson-Merton test of market timing
    • Pesaran M.H., and Timmerman A.G. A generalization of the non-parametric Henriksson-Merton test of market timing. Econom. Lett. 44 (1994) 1-7
    • (1994) Econom. Lett. , vol.44 , pp. 1-7
    • Pesaran, M.H.1    Timmerman, A.G.2
  • 49
    • 0344182397 scopus 로고
    • Bankruptcy prediction: A comparison with discriminant analysis
    • Refenes A.-P. (Ed), John Wiley & Sons, Chichester
    • Poddig T. Bankruptcy prediction: A comparison with discriminant analysis. In: Refenes A.-P. (Ed). Neural Networks in the Capital Markets (1995), John Wiley & Sons, Chichester 311-323
    • (1995) Neural Networks in the Capital Markets , pp. 311-323
    • Poddig, T.1
  • 50
    • 21344489018 scopus 로고
    • A neural net model for prediction
    • Poli I., and Jones R.D. A neural net model for prediction. J. Amer. Statist. Assoc. 89 (1994) 117-121
    • (1994) J. Amer. Statist. Assoc. , vol.89 , pp. 117-121
    • Poli, I.1    Jones, R.D.2
  • 51
    • 70350343089 scopus 로고
    • A reexamination of put-call parity on index options: An artificial neural network approach
    • Paper presented at the. Beijing
    • Paper presented at the. Qi M. A reexamination of put-call parity on index options: An artificial neural network approach. 3rd ICSA Statistical Conference. Beijing (1995)
    • (1995) 3rd ICSA Statistical Conference
    • Qi, M.1
  • 52
    • 70350341421 scopus 로고    scopus 로고
    • Applications of generalized nonlinear nonparametric econometric methods (ANNs)
    • The Ohio State University, Chichester
    • Qi M. Applications of generalized nonlinear nonparametric econometric methods (ANNs). Dissertation (1996), The Ohio State University, Chichester
    • (1996) Dissertation
    • Qi, M.1
  • 54
    • 70350341422 scopus 로고
    • Economic factors and the stock market: A new perspective
    • Department of Economics, The Ohio State University
    • Qi M., and Maddala G.S. Economic factors and the stock market: A new perspective. Working Paper (1995), Department of Economics, The Ohio State University
    • (1995) Working Paper
    • Qi, M.1    Maddala, G.S.2
  • 57
    • 0000442911 scopus 로고
    • The use and interpretation of principal component analysis in applied research
    • Rao C.R. The use and interpretation of principal component analysis in applied research. Sankhyā series A 26 (1964) 329-358
    • (1964) Sankhyā series A , vol.26 , pp. 329-358
    • Rao, C.R.1
  • 59
    • 33747668926 scopus 로고
    • Methods for optimal metwork design
    • Refenes A.-P. (Ed), John Wiley & Sons, Chichester
    • Refenes A.-P. Methods for optimal metwork design. In: Refenes A.-P. (Ed). Neural Networks in the Capital Markets (1995), John Wiley & Sons, Chichester 33-54
    • (1995) Neural Networks in the Capital Markets , pp. 33-54
    • Refenes, A.-P.1
  • 61
    • 0028277023 scopus 로고
    • Stock performance modeling using neural networks: A comparative study with regression models
    • Refenes A.-P., Zapranis A.D., and Francis G. Stock performance modeling using neural networks: A comparative study with regression models. Neural Networks 7 (1994) 375-388
    • (1994) Neural Networks , vol.7 , pp. 375-388
    • Refenes, A.-P.1    Zapranis, A.D.2    Francis, G.3
  • 62
    • 30744458465 scopus 로고
    • Modeling stock returns in the framework of APT: A comparative study with regression models
    • Refenes A.-P. (Ed), John Wiley & Sons, Chichester
    • Refenes A.-P., Zapranis A.D., and Francis G. Modeling stock returns in the framework of APT: A comparative study with regression models. In: Refenes A.-P. (Ed). Neural Networks in the Capital Markets (1995), John Wiley & Sons, Chichester 101-125
    • (1995) Neural Networks in the Capital Markets , pp. 101-125
    • Refenes, A.-P.1    Zapranis, A.D.2    Francis, G.3
  • 63
    • 0028277023 scopus 로고
    • Stock performance modeling using neural networks: A comparative study with regression models
    • Refenes A.-P., Zapranis A.D., and Francis G. Stock performance modeling using neural networks: A comparative study with regression models. Neural Networks 7 (1994) 375-388
    • (1994) Neural Networks , vol.7 , pp. 375-388
    • Refenes, A.-P.1    Zapranis, A.D.2    Francis, G.3
  • 64
    • 0002983776 scopus 로고
    • Statistical aspects of neural networks
    • Barndorff-Nielsen O.E., Jensen J., and Kendall W. (Eds), Chapman and Hall, Chichester
    • Ripley B. Statistical aspects of neural networks. In: Barndorff-Nielsen O.E., Jensen J., and Kendall W. (Eds). Networks and Chaos - Statistical and Probabilistic Aspects (1993), Chapman and Hall, Chichester
    • (1993) Networks and Chaos - Statistical and Probabilistic Aspects
    • Ripley, B.1
  • 65
    • 0000696616 scopus 로고
    • Neural Networks and related methods for classification
    • Ripley B. Neural Networks and related methods for classification. J. Roy. Statist. Soc. Ser. B 56 (1994) 409-456
    • (1994) J. Roy. Statist. Soc. Ser. B , vol.56 , pp. 409-456
    • Ripley, B.1
  • 67
    • 0022471098 scopus 로고
    • Learning internal representation by back-propagating errors
    • Rumelhart D.E., Hinton G.E., and Williams R.J. Learning internal representation by back-propagating errors. Nature 323 (1986) 533-536
    • (1986) Nature , vol.323 , pp. 533-536
    • Rumelhart, D.E.1    Hinton, G.E.2    Williams, R.J.3
  • 68
    • 84988828223 scopus 로고
    • Neural networks: A new tool for predicting bank failures
    • Salchenberger L., Cinar E., and Lash N. Neural networks: A new tool for predicting bank failures. Decision Sciences 23 (1992) 899-916
    • (1992) Decision Sciences , vol.23 , pp. 899-916
    • Salchenberger, L.1    Cinar, E.2    Lash, N.3
  • 69
    • 0024883243 scopus 로고
    • Optimal unsupervised learning in a single-layer linear feedforward neural network
    • Sanger T.D. Optimal unsupervised learning in a single-layer linear feedforward neural network. Neural Networks 2 (1989) 459-473
    • (1989) Neural Networks , vol.2 , pp. 459-473
    • Sanger, T.D.1
  • 70
    • 4243914758 scopus 로고
    • Stock price prediction using neural networks: A project report
    • Schoneburg E. Stock price prediction using neural networks: A project report. Neurocomputing 2 (1990) 17
    • (1990) Neurocomputing , vol.2 , pp. 17
    • Schoneburg, E.1
  • 71
    • 0003787892 scopus 로고
    • Predicting corporate mergers
    • Refenes A.-P. (Ed), John Wiley & Sons, Cambridge
    • Sen T.K., Oliver R., and Sen N. Predicting corporate mergers. In: Refenes A.-P. (Ed). Neural Networks in the Capital Markets (1995), John Wiley & Sons, Cambridge 325-340
    • (1995) Neural Networks in the Capital Markets , pp. 325-340
    • Sen, T.K.1    Oliver, R.2    Sen, N.3
  • 72
    • 0026017007 scopus 로고
    • Creating artificial neural networks that generalize
    • Sietsma J., and Dow R.F.J. Creating artificial neural networks that generalize. Neural Networks 4 (1991) 67-79
    • (1991) Neural Networks , vol.4 , pp. 67-79
    • Sietsma, J.1    Dow, R.F.J.2
  • 73
    • 12744257691 scopus 로고
    • Modeling the judgment of bond rating agencies: Artificial intelligence applied to finance
    • Singleton J., and Surkan A. Modeling the judgment of bond rating agencies: Artificial intelligence applied to finance. J. Midwest Finance Assoc. 20 (1991) 72-80
    • (1991) J. Midwest Finance Assoc. , vol.20 , pp. 72-80
    • Singleton, J.1    Surkan, A.2
  • 74
    • 84968510856 scopus 로고
    • On the structure of continuous functions of several variables
    • Sprecher D.A. On the structure of continuous functions of several variables. Trans. Amer. Math. Soc. 115 (1965) 340-355
    • (1965) Trans. Amer. Math. Soc. , vol.115 , pp. 340-355
    • Sprecher, D.A.1
  • 77
    • 21844518145 scopus 로고
    • A model-selection approach to assessing the information in the term structure using linear models and artificial neural networks
    • Swanson N.R., and White H. A model-selection approach to assessing the information in the term structure using linear models and artificial neural networks. J. Business Econom. Statist. 13 (1995) 265-275
    • (1995) J. Business Econom. Statist. , vol.13 , pp. 265-275
    • Swanson, N.R.1    White, H.2
  • 78
    • 70350340014 scopus 로고
    • A model-selection approach to real-time macroeconomic forecasting using linear models and artificial neural networks
    • Department of Economics, Penn State University, Chichester
    • Swanson N.R., and White H. A model-selection approach to real-time macroeconomic forecasting using linear models and artificial neural networks. Working Paper (1995), Department of Economics, Penn State University, Chichester
    • (1995) Working Paper
    • Swanson, N.R.1    White, H.2
  • 79
    • 0025508828 scopus 로고
    • Predicting bank failures: A neural network approach
    • Tam K.Y., and Kiang Y.M. Predicting bank failures: A neural network approach. Appl. Artificial Intelligence 4 (1990) 265-282
    • (1990) Appl. Artificial Intelligence , vol.4 , pp. 265-282
    • Tam, K.Y.1    Kiang, Y.M.2
  • 80
    • 84997479670 scopus 로고
    • Managerial application of neural networks: The case of bank failure predictions
    • Tam K.Y., and Kiang Y.M. Managerial application of neural networks: The case of bank failure predictions. Mgmt. Sci. 38 (1992) 926-947
    • (1992) Mgmt. Sci. , vol.38 , pp. 926-947
    • Tam, K.Y.1    Kiang, Y.M.2
  • 81
    • 0003837795 scopus 로고
    • Trippi R., and Turban E. (Eds), Probus Publishing Company
    • In: Trippi R., and Turban E. (Eds). Neural Networks in Finance and Investing (1993), Probus Publishing Company
    • (1993) Neural Networks in Finance and Investing
  • 82
    • 70350337036 scopus 로고
    • Essays on nonlinear models of foreign exchange
    • University of Wisconsin-Madison
    • Tsibouris G.C. Essays on nonlinear models of foreign exchange. Dissertation (1993), University of Wisconsin-Madison
    • (1993) Dissertation
    • Tsibouris, G.C.1
  • 83
    • 0012898666 scopus 로고
    • Selecting neural network architectures via the prediction risk: Application to corporate bond rating prediction
    • IEEE Computer Society Press
    • Utans J., and Moody J. Selecting neural network architectures via the prediction risk: Application to corporate bond rating prediction. Proc. 1st Internat. Conf. Artificial Intelligence Applications on Wall Street (1991), IEEE Computer Society Press
    • (1991) Proc. 1st Internat. Conf. Artificial Intelligence Applications on Wall Street
    • Utans, J.1    Moody, J.2
  • 85
    • 0024124328 scopus 로고
    • Economic prediction using neural networks: The case of IBM daily stock returns
    • White H. Economic prediction using neural networks: The case of IBM daily stock returns. Proc. IEEE Internat. Conf. Neural Networks (1988)
    • (1988) Proc. IEEE Internat. Conf. Neural Networks
    • White, H.1
  • 86
    • 0000243355 scopus 로고
    • Learning in artificial neural networks: A statistical perspective
    • White H. Learning in artificial neural networks: A statistical perspective. Neural Computation 1 (1989) 425-464
    • (1989) Neural Computation , vol.1 , pp. 425-464
    • White, H.1
  • 87
    • 0012195187 scopus 로고
    • Some asymptotic results for learning in single hidden-layer feedforward network models
    • White H. Some asymptotic results for learning in single hidden-layer feedforward network models. J. Amer. Statist. Assoc. 84 (1989) 1003-1013
    • (1989) J. Amer. Statist. Assoc. , vol.84 , pp. 1003-1013
    • White, H.1
  • 88
    • 0025635525 scopus 로고
    • Connectionist nonparametric regression: Multilayer Feedforward networks can learn arbitrary mappings
    • White H. Connectionist nonparametric regression: Multilayer Feedforward networks can learn arbitrary mappings. Neural Networks 3 (1990) 535-549
    • (1990) Neural Networks , vol.3 , pp. 535-549
    • White, H.1
  • 89
    • 0003678215 scopus 로고
    • White H., Gallant A.R., Hornik K., Stinchcombe M., and Wooldridge J. (Eds), Blackwell Publishers, New York
    • In: White H., Gallant A.R., Hornik K., Stinchcombe M., and Wooldridge J. (Eds). Artificial Neural Networks: Approximation and Learning Theory (1992), Blackwell Publishers, New York
    • (1992) Artificial Neural Networks: Approximation and Learning Theory


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