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Volumn 15, Issue 8, 2008, Pages 597-600

On the approximation of production functions: A comparison of artificial neural networks frontiers and efficiency techniques

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHM; ARTIFICIAL NEURAL NETWORK; COMPARATIVE STUDY; DATA ENVELOPMENT ANALYSIS; EMPIRICAL ANALYSIS; MONTE CARLO ANALYSIS; PARAMETERIZATION; SMOOTHING; STOCHASTICITY; TECHNICAL EFFICIENCY;

EID: 47349124315     PISSN: 13504851     EISSN: 14664291     Source Type: Journal    
DOI: 10.1080/13504850600721973     Document Type: Article
Times cited : (23)

References (12)
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    • Athnassopoulos, A. and Curram, S. (1996) A comparison of data envelopment analysis and artificial neural networks as tools for assessing the efficiency of decision-making units. Journal of the Operational Research Society, 47, pp. 1000-1016.
    • (1996) Journal of the Operational Research Society , vol.47 , pp. 1000-1016
    • Athnassopoulos, A.1    Curram, S.2
  • 2
    • 0021497874 scopus 로고
    • Models for the estimation of technical and scale inefficiencies in data envelopment analysis
    • Banker, R. D., Charnes, A. and Cooper, W. W. (1984) Models for the estimation of technical and scale inefficiencies in data envelopment analysis. Management Science, 30, pp. 1078-1092.
    • (1984) Management Science , vol.30 , pp. 1078-1092
    • Banker, R.D.1    Charnes, A.2    Cooper, W.W.3
  • 3
    • 45549120385 scopus 로고
    • Prediction of firm-level technical efficiencies with a generalized frontier production function and panel data
    • Battese, G. E. and Coelli, T. J. (1988) Prediction of firm-level technical efficiencies with a generalized frontier production function and panel data. Journal of Econometrics, 38, pp. 387-399.
    • (1988) Journal of Econometrics , vol.38 , pp. 387-399
    • Battese, G.E.1    Coelli, T.J.2
  • 6
    • 0031284303 scopus 로고    scopus 로고
    • Evaluating public transport efficiency with neural network models
    • Costa, A. and Markellos, R. N. (1997) Evaluating public transport efficiency with neural network models. Transportation Research C, 5, pp. 301-312.
    • (1997) Transportation Research C , vol.5 , pp. 301-312
    • Costa, A.1    Markellos, R.N.2
  • 9
    • 0037056063 scopus 로고    scopus 로고
    • Neural network forecast of input-output technology
    • Papadas, C. T. and Hutchinson, W. G. (2002) Neural network forecast of input-output technology. Applied Economics, 34, pp. 1607-1615.
    • (2002) Applied Economics , vol.34 , pp. 1607-1615
    • Papadas, C.T.1    Hutchinson, W.G.2
  • 10
    • 27644551301 scopus 로고    scopus 로고
    • A data envelopment analysis-based approach for data preprocessing
    • Pendharkar, P. C. (2005) A data envelopment analysis-based approach for data preprocessing. IEEE Transactions on Knowledge and data engineering, 17, pp. 1379-1388.
    • (2005) IEEE Transactions on Knowledge and Data Engineering , vol.17 , pp. 1379-1388
    • Pendharkar, P.C.1
  • 11
    • 0037911566 scopus 로고    scopus 로고
    • Technical efficiency-based selection of learning cases to improve forecasting accuracy of neural networks under monotonicity assumptions
    • Pendharkar, P. C. and Rodger, J. A. (2003) Technical efficiency-based selection of learning cases to improve forecasting accuracy of neural networks under monotonicity assumptions. Decision Support Systems, 36, pp. 117-136.
    • (2003) Decision Support Systems , vol.36 , pp. 117-136
    • Pendharkar, P.C.1    Rodger, J.A.2
  • 12
    • 2042433669 scopus 로고    scopus 로고
    • The measurement of technical efficiency: A neural network approach
    • Santin, D., Delgado, F. J. and Valino, A. (2004) The measurement of technical efficiency: A neural network approach. Applied Economics, 36, pp. 627-635.
    • (2004) Applied Economics , vol.36 , pp. 627-635
    • Santin, D.1    Delgado, F.J.2    Valino, A.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.