-
1
-
-
49449120922
-
Formulation and estimation of stochastic frontier production models
-
Aigner, D., Lovell, C. and Schmidt P. (1977) ‘Formulation and estimation of stochastic frontier production models’, Journal of Econometrics, Vol. 6, pp.21-37.
-
(1977)
Journal of Econometrics
, vol.6
, pp. 21-37
-
-
Aigner, D.1
Lovell, C.2
Schmidt, P.3
-
2
-
-
0030216682
-
A comparison of data envelopment analysis and artificial neural networks as tool for assessing the efficiency of decision making units
-
Athanassopoulos, A.D. and Curram, S.P. (1996) ‘A comparison of data envelopment analysis and artificial neural networks as tool for assessing the efficiency of decision making units’, Journal of the Operational Research Society, Vol. 47, pp.1000–1016.
-
(1996)
Journal of the Operational Research Society
, vol.47
, pp. 1000-1016
-
-
Athanassopoulos, A.D.1
Curram, S.P.2
-
3
-
-
0021497874
-
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, Vol. 30, pp.1078–1092.
-
(1984)
Management Science
, vol.30
, pp. 1078-1092
-
-
Banker, R.D.1
Charnes, A.2
Cooper, W.W.3
-
4
-
-
84990100754
-
Estimation of a production frontier model: with application to the pastoral zone off Eastern Australia
-
Battese, B.E. and Corra, G.S. (1977) ‘Estimation of a production frontier model: with application to the pastoral zone off Eastern Australia’, Australian Journal of Agricultural Economics, Vol. 21, pp.169–179.
-
(1977)
Australian Journal of Agricultural Economics
, vol.21
, pp. 169-179
-
-
Battese, B.E.1
Corra, G.S.2
-
5
-
-
44949289174
-
Recent developments in the econometric estimation of frontiers
-
Bauer, P.W. (1990) ‘Recent developments in the econometric estimation of frontiers’, Journal of Econometrics, Vol. 46, pp.39–56.
-
(1990)
Journal of Econometrics
, vol.46
, pp. 39-56
-
-
Bauer, P.W.1
-
6
-
-
0002460960
-
Efficiency analysis of developing country agriculture: a review of the frontier function literature
-
Bravo-Ureta, B.E. and Pinheiro, A.E. (1993) ‘Efficiency analysis of developing country agriculture: a review of the frontier function literature’, Agricultural and Resource Economic Review, Vol. 22, pp.88–101.
-
(1993)
Agricultural and Resource Economic Review
, vol.22
, pp. 88-101
-
-
Bravo-Ureta, B.E.1
Pinheiro, A.E.2
-
7
-
-
0037381038
-
Support vector machines experts for time series forecasting
-
Cao, L. (2003) ‘Support vector machines experts for time series forecasting’, Neurocomputing, Vol 51, pp.321–339.
-
(2003)
Neurocomputing
, vol.51
, pp. 321-339
-
-
Cao, L.1
-
8
-
-
0018032112
-
Measuring the efficiency of decision making units
-
Charnes, A., Cooper, W.W. and Rhodes, E. (1978) ‘Measuring the efficiency of decision making units’, European Journal of Operational Research, Vol. 2, pp.429–444.
-
(1978)
European Journal of Operational Research
, vol.2
, pp. 429-444
-
-
Charnes, A.1
Cooper, W.W.2
Rhodes, E.3
-
9
-
-
0000585046
-
Evaluating program and managerial efficiency: an application of data envelopment analysis to program follow-through
-
Charnes, A., Cooper, W.W. and Rhodes, E. (1981) ‘Evaluating program and managerial efficiency: an application of data envelopment analysis to program follow-through’, Management Science, Vol. 27, pp.668–697.
-
(1981)
Management Science
, vol.27
, pp. 668-697
-
-
Charnes, A.1
Cooper, W.W.2
Rhodes, E.3
-
10
-
-
0003398913
-
-
Kluwer Academic Publishers, Boston, MA
-
Chames, A., Cooper, W.W., Lewin, A. and Seiford, L.W. (1994) Data Envelopment Analysis: Theory, Methodology and Applications, Kluwer Academic Publishers, Boston, MA.
-
(1994)
Data Envelopment Analysis: Theory, Methodology and Applications
-
-
Chames, A.1
Cooper, W.W.2
Lewin, A.3
Seiford, L.W.4
-
11
-
-
0003890671
-
-
John Wiley & Sons Inc, New York, NY
-
Cherkassy, V. and Mulier, F. (1998) Learning from Data: Concepts, Theory, and Method, John Wiley & Sons Inc, New York, NY.
-
(1998)
Learning from Data: Concepts, Theory, and Method
-
-
Cherkassy, V.1
Mulier, F.2
-
12
-
-
25144486629
-
Analysis of support vector regression for approximation of complex engineering analyses
-
Clarke, S.M., Griebsch, J.H. and Simpson, T.W. (2005) ‘Analysis of support vector regression for approximation of complex engineering analyses’, Journal of Mechanical Design, Vol. 127, pp.1077–1087.
-
(2005)
Journal of Mechanical Design
, vol.127
, pp. 1077-1087
-
-
Clarke, S.M.1
Griebsch, J.H.2
Simpson, T.W.3
-
13
-
-
84995215378
-
Recent developments in frontier modelling and efficiency measurement
-
Coelli, T.J. (1995) ‘Recent developments in frontier modelling and efficiency measurement’, Australian Journal of Agricultural Economics, Vol. 3, pp.219–245.
-
(1995)
Australian Journal of Agricultural Economics
, vol.3
, pp. 219-245
-
-
Coelli, T.J.1
-
14
-
-
0000913324
-
SVM torch: support vector machines for large-scale regression problems
-
Collobert, R. and Bengio, S. (2001) ‘SVM torch: support vector machines for large-scale regression problems’, Journal of Machine Learning Research, Vol. 1, pp.143–160.
-
(2001)
Journal of Machine Learning Research
, vol.1
, pp. 143-160
-
-
Collobert, R.1
Bengio, S.2
-
15
-
-
17944381960
-
-
Kluwer Academic Publishers, Boston, MA
-
Cooper, W.W., Seiford, L.W. and Zhu, J. (2004) Handbook of Data Envelopment Analysis, Kluwer Academic Publishers, Boston, MA.
-
(2004)
Handbook of Data Envelopment Analysis
-
-
Cooper, W.W.1
Seiford, L.W.2
Zhu, J.3
-
16
-
-
0031284303
-
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, Vol. 5, pp.301–312.
-
(1997)
Transportation Research C
, vol.5
, pp. 301-312
-
-
Costa, A.1
Markellos, R.N.2
-
18
-
-
2442426320
-
Support vector machine regression in chemometrics
-
Demiriz, A., Bennett, K., Breneman, C. and Embrechts, M. (2001) ‘Support vector machine regression in chemometrics’, Computer Science and Statistics.
-
(2001)
Computer Science and Statistics
-
-
Demiriz, A.1
Bennett, K.2
Breneman, C.3
Embrechts, M.4
-
20
-
-
33846939265
-
Support vector machines regression for retrieval of leaf area index from multiangle imaging spectroradiometer
-
Durbha, S.S., King, R.L and Younan, N.H. (2007) ‘Support vector machines regression for retrieval of leaf area index from multiangle imaging spectroradiometer’, Remote Sensing of Environment, Vol. 107, pp.348–361.
-
(2007)
Remote Sensing of Environment
, vol.107
, pp. 348-361
-
-
Durbha, S.S.1
King, R.L.2
Younan, N.H.3
-
21
-
-
44949289681
-
A gamma-distributed stochastic frontier model
-
Greene, W.H. (1990) ‘A gamma-distributed stochastic frontier model’, Journal of Econometrics, Vol. 46, pp.141–163.
-
(1990)
Journal of Econometrics
, vol.46
, pp. 141-163
-
-
Greene, W.H.1
-
22
-
-
0003425664
-
-
Technical report, School of Electronics and Computer Science, University of Southhampton, UK
-
Gunn, S.R. (1998) ‘Support vector machines for classification and regression’, Technical report, School of Electronics and Computer Science, University of Southhampton, UK.
-
(1998)
Support vector machines for classification and regression
-
-
Gunn, S.R.1
-
23
-
-
0003593041
-
-
PWS Publishing, Boston, MA
-
Hagen, M., Demuth, H. and Beale, M. (1996) Neural Networks Design, PWS Publishing, Boston, MA.
-
(1996)
Neural Networks Design
-
-
Hagen, M.1
Demuth, H.2
Beale, M.3
-
25
-
-
77954652717
-
DEA-based data mining for the evaluation of the efficiency in the IT venture business
-
Melbourne, Australia
-
Hong, T. and Park, J. (2007) ‘DEA-based data mining for the evaluation of the efficiency in the IT venture business’, Proceedings of the 13th Asia Pacific Management Conference, Melbourne, Australia, pp.303–310.
-
(2007)
Proceedings of the 13th Asia Pacific Management Conference
, pp. 303-310
-
-
Hong, T.1
Park, J.2
-
27
-
-
0001183404
-
Efficiency estimation from Cobb-Douglas production functions with composed error
-
Meeusen, W. and Van den Broeck, J. (1977) ‘Efficiency estimation from Cobb-Douglas production functions with composed error’, International Economic Review, Vol. 8, pp.435–444.
-
(1977)
International Economic Review
, vol.8
, pp. 435-444
-
-
Meeusen, W.1
Van den Broeck, J.2
-
28
-
-
84956628443
-
Predicting time series with support vector machines
-
Springer LNCS, Berlin, Germany
-
Muller, K.R., Smola, A.J., Ratsch, G., Scholkopf, B., Kohlmorgen, J. and Vapnik, V. (1997) ‘Predicting time series with support vector machines’, Proceedings ICANN 1997, Vol. 1327, pp.999–1004, Springer LNCS, Berlin, Germany.
-
(1997)
Proceedings ICANN 1997
, vol.1327
, pp. 999-1004
-
-
Muller, K.R.1
Smola, A.J.2
Ratsch, G.3
Scholkopf, B.4
Kohlmorgen, J.5
Vapnik, V.6
-
31
-
-
0037911566
-
Technical efficiency-based selection of learning cases to improve forecasting accuracy of neural networks under monotonicity assumption
-
Pendharkar, P.C. and Rodger, J.A. (2003) ‘Technical efficiency-based selection of learning cases to improve forecasting accuracy of neural networks under monotonicity assumption’, Decision Support Systems, Vol. 36, pp.117—136.
-
(2003)
Decision Support Systems
, vol.36
, pp. 117-136
-
-
Pendharkar, P.C.1
Rodger, J.A.2
-
32
-
-
0022417790
-
Computational and regularization theory
-
Poggio, T., Torre, V. and Koch, C. (1985) ‘Computational and regularization theory’, Nature, Vol. 317, pp.314–319.
-
(1985)
Nature
, vol.317
, pp. 314-319
-
-
Poggio, T.1
Torre, V.2
Koch, C.3
-
33
-
-
85020479397
-
-
Research Report Nos. 006–007, Institute of Geomatics and Analysis of Risk, University of Lausanne, Lausanne, Switzerland
-
Pozdnoukhov, A. and Kanevski, M. (2006) ‘Multi-scale support vector regression for hot spot detection and modeling’, Research Report Nos. 006–007, Institute of Geomatics and Analysis of Risk, University of Lausanne, Lausanne, Switzerland.
-
(2006)
Multi-scale support vector regression for hot spot detection and modeling
-
-
Pozdnoukhov, A.1
Kanevski, M.2
-
35
-
-
85032259123
-
An assessment of comparative efficiency measurement techniques
-
Occasional Paper No. 2, London, UK
-
Sarafidis, V. (2002) ‘An assessment of comparative efficiency measurement techniques’, Europe Economics, Occasional Paper No. 2, London, UK.
-
(2002)
Europe Economics
-
-
Sarafidis, V.1
-
36
-
-
84905764120
-
Frontier production functions
-
Schmidt, P. (1985) ‘Frontier production functions’, Econometrics Reviews, Vol. 4, pp.289–328.
-
(1985)
Econometrics Reviews
, vol.4
, pp. 289-328
-
-
Schmidt, P.1
-
37
-
-
0032098361
-
The connection between regularization operators and support vector kernels
-
Smola, A.J., Scholkopf, B. and Muller, K.R. (1998) ‘The connection between regularization operators and support vector kernels’, Neural Networks, Vol. 11, pp.637–649.
-
(1998)
Neural Networks
, vol.11
, pp. 637-649
-
-
Smola, A.J.1
Scholkopf, B.2
Muller, K.R.3
-
39
-
-
0026169048
-
Estimation of stochastic frontier cost function using data envelopment analysis: an application to the AT&T divestiture
-
Sueyoshi, T. (1991) ‘Estimation of stochastic frontier cost function using data envelopment analysis: an application to the AT&T divestiture’, Journal of the Operational Research Society, Vol. 42, pp.463–477.
-
(1991)
Journal of the Operational Research Society
, vol.42
, pp. 463-477
-
-
Sueyoshi, T.1
-
40
-
-
84951724890
-
-
PowerPoint presentation, Aston Business School, University of Aston, Birmingham, UK
-
Thanassoulis, E. (2007) ‘Alternative methods for measuring efficiency and an application of DEA in education’, PowerPoint presentation, Aston Business School, University of Aston, Birmingham, UK.
-
(2007)
Alternative methods for measuring efficiency and an application of DEA in education
-
-
Thanassoulis, E.1
-
43
-
-
0037290390
-
Adaptive non-parametric efficiency frontier analysis: a neural-network-based model
-
Wang, S. (2003) ‘Adaptive non-parametric efficiency frontier analysis: a neural-network-based model’, Computer and Operations Research, Vol. 30, pp.279–295.
-
(2003)
Computer and Operations Research
, vol.30
, pp. 279-295
-
-
Wang, S.1
-
44
-
-
10644266188
-
Travel time prediction with support vector regression
-
Shanghai, China
-
Wu, C.H., Wei, C.C., Su, D.C., Chang, M.H. and Ho, J.M. (2003) ‘Travel time prediction with support vector regression’, Proceedings of the 2003 IEEE Conference on Intelligent Transportation Systems, Shanghai, China.
-
(2003)
Proceedings of the 2003 IEEE Conference on Intelligent Transportation Systems
-
-
Wu, C.H.1
Wei, C.C.2
Su, D.C.3
Chang, M.H.4
Ho, J.M.5
-
45
-
-
33644770285
-
Using DEA-neural network approach to evaluate branch efficiency of a large Canadian bank
-
Wu, D., Yang, Z. and Liang, L. (2006) ‘Using DEA-neural network approach to evaluate branch efficiency of a large Canadian bank’, Expert Systems with Applications, Vol. 31, pp.108–115.
-
(2006)
Expert Systems with Applications
, vol.31
, pp. 108-115
-
-
Wu, D.1
Yang, Z.2
Liang, L.3
-
46
-
-
71749091806
-
A hybrid approach of DEA, rough set and support vector machines for business failure prediction
-
doi:10.1016/j.eswa.2009.06.088
-
Yeh, C-C., Chi, D-J. and Hsu, M-F. (2009) ‘A hybrid approach of DEA, rough set and support vector machines for business failure prediction’, Expert Systems with Applications, doi:10.1016/j.eswa.2009.06.088.
-
(2009)
Expert Systems with Applications
-
-
Yeh, C.-C.1
Chi, D.-J.2
Hsu, M.-F.3
|