-
1
-
-
0029484103
-
Survey and critique of techniques for extracting rules from trained artificial neural networks
-
Andrews R., Diederich J., and Tickle A.B. Survey and critique of techniques for extracting rules from trained artificial neural networks. Knowledge-Based Systems 8 6 (1995) 373-389
-
(1995)
Knowledge-Based Systems
, vol.8
, Issue.6
, pp. 373-389
-
-
Andrews, R.1
Diederich, J.2
Tickle, A.B.3
-
3
-
-
9644273995
-
A method of aggregation in DS/AHP for group decision-making with the non-equivalent importance of individuals in the group
-
Beynon M.J. A method of aggregation in DS/AHP for group decision-making with the non-equivalent importance of individuals in the group. Computers & Operations Research 32 (2005) 1881-1896
-
(2005)
Computers & Operations Research
, vol.32
, pp. 1881-1896
-
-
Beynon, M.J.1
-
4
-
-
0000588294
-
Improving the generalization properties of radial basis function neural networks
-
Bishop C.M. Improving the generalization properties of radial basis function neural networks. Neural Computation 3 (1991) 579-588
-
(1991)
Neural Computation
, vol.3
, pp. 579-588
-
-
Bishop, C.M.1
-
5
-
-
0022011112
-
A review of some methods for ranking fuzzy subsets
-
Bortolan G., and Degani R. A review of some methods for ranking fuzzy subsets. Fuzzy Sets and Systems 15 (1985) 1-19
-
(1985)
Fuzzy Sets and Systems
, vol.15
, pp. 1-19
-
-
Bortolan, G.1
Degani, R.2
-
6
-
-
0030211964
-
Bagging predictors
-
Breiman L. Bagging predictors. Machine Learning 26 (1996) 123-140
-
(1996)
Machine Learning
, vol.26
, pp. 123-140
-
-
Breiman, L.1
-
7
-
-
0037401347
-
Credit scoring and rejected instances reassigning through evolutionary computation techniques
-
Chen M.C., and Huang S.H. Credit scoring and rejected instances reassigning through evolutionary computation techniques. Expert Systems with Applications 24 (2003) 433-441
-
(2003)
Expert Systems with Applications
, vol.24
, pp. 433-441
-
-
Chen, M.C.1
Huang, S.H.2
-
9
-
-
0010077439
-
Aggregation of fuzzy opinions-an axiomatic approach
-
Cholewa W. Aggregation of fuzzy opinions-an axiomatic approach. Fuzzy Sets and Systems 17 (1985) 249-258
-
(1985)
Fuzzy Sets and Systems
, vol.17
, pp. 249-258
-
-
Cholewa, W.1
-
11
-
-
56349087081
-
-
Craven, M.W., Shavlik, J.W., 1994. Using sampling and queries to extract rules from trained neural networks. In: Proceedings of the 11th International Conference on Machine Learning, New Brunswick, NJ, pp. 37-45.
-
Craven, M.W., Shavlik, J.W., 1994. Using sampling and queries to extract rules from trained neural networks. In: Proceedings of the 11th International Conference on Machine Learning, New Brunswick, NJ, pp. 37-45.
-
-
-
-
13
-
-
0023344241
-
A foundation for the study of group decision support systems
-
DeSanctis G., and Gallupe R.B. A foundation for the study of group decision support systems. Management Sciences 33 5 (1987) 589-609
-
(1987)
Management Sciences
, vol.33
, Issue.5
, pp. 589-609
-
-
DeSanctis, G.1
Gallupe, R.B.2
-
14
-
-
56349140754
-
-
Domingos, P., 1998. How to get a free lunch: A simple cost model for machine learning applications. In: Proceedings of AAAI-98/ICML-98 Workshop on the Methodology of Applying Machine Learning, 1-7. Madison, WI.
-
Domingos, P., 1998. How to get a free lunch: A simple cost model for machine learning applications. In: Proceedings of AAAI-98/ICML-98 Workshop on the Methodology of Applying Machine Learning, 1-7. Madison, WI.
-
-
-
-
15
-
-
56349120014
-
-
Fawcett, T., 2004. ROC graphs: Notes and practical considerations for researchers. Intelligent Enterprise Technologies Laboratory, HP Laboratories Palo Alto, HPL-2004-03.
-
Fawcett, T., 2004. ROC graphs: Notes and practical considerations for researchers. Intelligent Enterprise Technologies Laboratory, HP Laboratories Palo Alto, HPL-2004-03.
-
-
-
-
16
-
-
0000764772
-
The use of multiple measurements in taxonomic problems
-
Fisher R.A. The use of multiple measurements in taxonomic problems. Annals of Eugenics 7 (1936) 179-188
-
(1936)
Annals of Eugenics
, vol.7
, pp. 179-188
-
-
Fisher, R.A.1
-
17
-
-
84985847276
-
Improved linear programming models for discriminant analysis
-
Glover F. Improved linear programming models for discriminant analysis. Decision Science 21 (1990) 771-785
-
(1990)
Decision Science
, vol.21
, pp. 771-785
-
-
Glover, F.1
-
18
-
-
0000832710
-
Probit and discriminant functions for classifying credit applicants: A comparison
-
Grablowsky B.J., and Talley W.K. Probit and discriminant functions for classifying credit applicants: A comparison. Journal of Economic Business 33 (1981) 254-261
-
(1981)
Journal of Economic Business
, vol.33
, pp. 254-261
-
-
Grablowsky, B.J.1
Talley, W.K.2
-
19
-
-
0001683814
-
Layer neural networks with Gaussian hidden units as universal approximations
-
Hartman E.J., Keeler J.D., and Kowalski J.M. Layer neural networks with Gaussian hidden units as universal approximations. Neural Computation 2 2 (1990) 210-215
-
(1990)
Neural Computation
, vol.2
, Issue.2
, pp. 210-215
-
-
Hartman, E.J.1
Keeler, J.D.2
Kowalski, J.M.3
-
20
-
-
1542603058
-
A k-NN classifier for assessing consumer credit risk
-
Henley W.E., and Hand D.J. A k-NN classifier for assessing consumer credit risk. Statistician 45 (1996) 77-95
-
(1996)
Statistician
, vol.45
, pp. 77-95
-
-
Henley, W.E.1
Hand, D.J.2
-
21
-
-
0024880831
-
Multilayer feedforward networks are universal approximators
-
Hornik K., Stinchocombe 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
Stinchocombe, M.2
White, H.3
-
22
-
-
2442665617
-
Credit rating analysis with support vector machines and neural networks: a market comparative study
-
Huang Z., Chen H.C., Hsu C.J., Chen W.H., and Wu S.S. Credit rating analysis with support vector machines and neural networks: a market comparative study. Decision Support Systems 37 (2004) 543-558
-
(2004)
Decision Support Systems
, vol.37
, pp. 543-558
-
-
Huang, Z.1
Chen, H.C.2
Hsu, C.J.3
Chen, W.H.4
Wu, S.S.5
-
23
-
-
0006480834
-
Fuzzy rules and fuzzy functions: a combination of logic and arithmetic operations for fuzzy numbers
-
Irion A. Fuzzy rules and fuzzy functions: a combination of logic and arithmetic operations for fuzzy numbers. Fuzzy Sets and Systems 99 (1998) 49-56
-
(1998)
Fuzzy Sets and Systems
, vol.99
, pp. 49-56
-
-
Irion, A.1
-
25
-
-
33749846894
-
Credit risk analysis using a reliability-based neural network ensemble model
-
Lai K.K., Yu L., Wang S.Y., and Zhou L.G. Credit risk analysis using a reliability-based neural network ensemble model. Lecture Notes in Computer Science 4132 (2006) 682-690
-
(2006)
Lecture Notes in Computer Science
, vol.4132
, pp. 682-690
-
-
Lai, K.K.1
Yu, L.2
Wang, S.Y.3
Zhou, L.G.4
-
28
-
-
0037121514
-
Optimal consensus of fuzzy opinions under group decision making environment
-
Lee H.S. Optimal consensus of fuzzy opinions under group decision making environment. Fuzzy Sets and Systems 132 (2002) 303-315
-
(2002)
Fuzzy Sets and Systems
, vol.132
, pp. 303-315
-
-
Lee, H.S.1
-
29
-
-
0036776547
-
Credit scoring using the hybrid neural discriminant technique
-
Lee T.S., Chiu C.C., Lu C.J., and Chen I.F. Credit scoring using the hybrid neural discriminant technique. Expert Systems with Application 23 3 (2002) 245-254
-
(2002)
Expert Systems with Application
, vol.23
, Issue.3
, pp. 245-254
-
-
Lee, T.S.1
Chiu, C.C.2
Lu, C.J.3
Chen, I.F.4
-
30
-
-
0041055721
-
Credit scoring branches out
-
Makowski P. Credit scoring branches out. Credit World 75 (1985) 30-37
-
(1985)
Credit World
, vol.75
, pp. 30-37
-
-
Makowski, P.1
-
31
-
-
0036027367
-
Differentiating between good credits and bad credits using neuro-fuzzy systems
-
Malhotra R., and Malhotra D.K. Differentiating between good credits and bad credits using neuro-fuzzy systems. European Journal of Operational Research 136 (2002) 190-211
-
(2002)
European Journal of Operational Research
, vol.136
, pp. 190-211
-
-
Malhotra, R.1
Malhotra, D.K.2
-
32
-
-
0037397886
-
Evaluating consumer loans using neural networks
-
Malhotra R., and Malhotra D.K. Evaluating consumer loans using neural networks. Omega 31 (2003) 83-96
-
(2003)
Omega
, vol.31
, pp. 83-96
-
-
Malhotra, R.1
Malhotra, D.K.2
-
33
-
-
0000963583
-
Linear and nonlinear separation of patterns by linear programming
-
Mangasarian O.L. Linear and nonlinear separation of patterns by linear programming. Operations Research 13 (1965) 444-452
-
(1965)
Operations Research
, vol.13
, pp. 444-452
-
-
Mangasarian, O.L.1
-
35
-
-
0000596361
-
Note on the sampling error of differences between correlated proportions and percentages
-
McNemar Q. Note on the sampling error of differences between correlated proportions and percentages. Psychometrica 12 (1947) 153-157
-
(1947)
Psychometrica
, vol.12
, pp. 153-157
-
-
McNemar, Q.1
-
36
-
-
0000106040
-
Universal approximation using radial basis function networks
-
Park J., and Sandberg I.W. Universal approximation using radial basis function networks. Neural Computation 3 2 (1991) 246-257
-
(1991)
Neural Computation
, vol.3
, Issue.2
, pp. 246-257
-
-
Park, J.1
Sandberg, I.W.2
-
37
-
-
11144349027
-
A note on the fuzzy weighted additive rule
-
Park K.S., and Kim S.H. A note on the fuzzy weighted additive rule. Fuzzy Sets and Systems 77 (1996) 315-320
-
(1996)
Fuzzy Sets and Systems
, vol.77
, pp. 315-320
-
-
Park, K.S.1
Kim, S.H.2
-
38
-
-
0032749972
-
Financial credit-risk evaluation with neural and neurofuzzy systems
-
Piramuthu S. Financial credit-risk evaluation with neural and neurofuzzy systems. European Journal of Operational Research 112 (1999) 310-321
-
(1999)
European Journal of Operational Research
, vol.112
, pp. 310-321
-
-
Piramuthu, S.1
-
39
-
-
0025490985
-
Network for approximation and learning
-
Poggio T., and Girosi F. Network for approximation and learning. Proceedings of the IEEE 78 (1990) 1481-1497
-
(1990)
Proceedings of the IEEE
, vol.78
, pp. 1481-1497
-
-
Poggio, T.1
Girosi, F.2
-
41
-
-
56349160743
-
-
Rao, R.B., Gordon, D., Spears, W., 1995. For every action, is there really an equal and opposite reaction? Analysis of the conservation law for generalization performance. In: Proceeding of the Twelfth International Conference on Machine Learning, 471-479. Morgan Kaufmann: Tahoe City, CA.
-
Rao, R.B., Gordon, D., Spears, W., 1995. For every action, is there really an equal and opposite reaction? Analysis of the conservation law for generalization performance. In: Proceeding of the Twelfth International Conference on Machine Learning, 471-479. Morgan Kaufmann: Tahoe City, CA.
-
-
-
-
42
-
-
0022471098
-
Learning representations by back-propagating errors
-
Rumelhart D.E., Hinton G.E., and Williams R.J. Learning representations 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
-
44
-
-
0028199284
-
Combining evolution with credit apportionment: a new learning algorithm for neural nets
-
Smalz R., and Conrad M. Combining evolution with credit apportionment: a new learning algorithm for neural nets. Neural Networks 7 (1994) 341-351
-
(1994)
Neural Networks
, vol.7
, pp. 341-351
-
-
Smalz, R.1
Conrad, M.2
-
45
-
-
0001466281
-
A survey of credit and behavioral scoring: Forecasting financial risk of lending to consumers
-
Thomas L.C. A survey of credit and behavioral scoring: Forecasting financial risk of lending to consumers. International Journal of Forecasting 16 (2002) 149-172
-
(2002)
International Journal of Forecasting
, vol.16
, pp. 149-172
-
-
Thomas, L.C.1
-
50
-
-
0007687443
-
Genetic algorithms applications in the analysis of insolvency risk
-
Varetto F. Genetic algorithms applications in the analysis of insolvency risk. Journal of Banking and Finance 22 (1998) 1421-1439
-
(1998)
Journal of Banking and Finance
, vol.22
, pp. 1421-1439
-
-
Varetto, F.1
-
52
-
-
0030110883
-
Time series forecasting by combining RBF networks, certainty factors and the Box-Jenkins model
-
Wedding II D.K., and Cios K.J. Time series forecasting by combining RBF networks, certainty factors and the Box-Jenkins model. Neurocomputing 10 (1996) 149-168
-
(1996)
Neurocomputing
, vol.10
, pp. 149-168
-
-
Wedding II, D.K.1
Cios, K.J.2
-
53
-
-
0025635525
-
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
-
54
-
-
84974012809
-
A note on the comparison of logit and discriminant models of consumer credit behaviour
-
Wiginton J.C. A note on the comparison of logit and discriminant models of consumer credit behaviour. Journal of Financial Quantitative Analysis 15 (1980) 757-770
-
(1980)
Journal of Financial Quantitative Analysis
, vol.15
, pp. 757-770
-
-
Wiginton, J.C.1
-
56
-
-
33746629409
-
A new method for crude oil price forecasting based on support vector machines
-
Xie W., Yu L., Xu S.Y., and Wang S.Y. A new method for crude oil price forecasting based on support vector machines. Lecture Notes in Computer Science 3994 (2006) 444-451
-
(2006)
Lecture Notes in Computer Science
, vol.3994
, pp. 444-451
-
-
Xie, W.1
Yu, L.2
Xu, S.Y.3
Wang, S.Y.4
-
57
-
-
4944244985
-
A method based on linguistic aggregation operators for group decision making with linguistic preference relations
-
Xu Z.S. A method based on linguistic aggregation operators for group decision making with linguistic preference relations. Information Sciences 166 (2004) 19-30
-
(2004)
Information Sciences
, vol.166
, pp. 19-30
-
-
Xu, Z.S.1
-
58
-
-
9544245810
-
Uncertain linguistic aggregation operators based approach to multiple attribute group decision making under uncertain linguistic environment
-
Xu Z.S. Uncertain linguistic aggregation operators based approach to multiple attribute group decision making under uncertain linguistic environment. Information Sciences 169 (2005) 171-184
-
(2005)
Information Sciences
, vol.169
, pp. 171-184
-
-
Xu, Z.S.1
-
59
-
-
0001140261
-
A general approach to criteria aggregation using fuzzy measures
-
Yager R.R. A general approach to criteria aggregation using fuzzy measures. International Journal of Man-Machine Studies 39 (1993) 187-213
-
(1993)
International Journal of Man-Machine Studies
, vol.39
, pp. 187-213
-
-
Yager, R.R.1
-
60
-
-
0000782825
-
Aggregation operators and fuzzy systems modeling
-
Yager R.R. Aggregation operators and fuzzy systems modeling. Fuzzy Sets and System 67 (1994) 129-145
-
(1994)
Fuzzy Sets and System
, vol.67
, pp. 129-145
-
-
Yager, R.R.1
-
61
-
-
33750701425
-
A reliability-based RBF network ensemble model for foreign exchange rates predication
-
Yu L., Huang W., Lai K.K., and Wang S.Y. A reliability-based RBF network ensemble model for foreign exchange rates predication. Lecture Notes in Computer Science 4234 (2006) 380-389
-
(2006)
Lecture Notes in Computer Science
, vol.4234
, pp. 380-389
-
-
Yu, L.1
Huang, W.2
Lai, K.K.3
Wang, S.Y.4
-
62
-
-
4043117674
-
An integrated group decision-making method dealing with fuzzy preferences for alternatives and individual judgments for selection criteria
-
Zhang G., and Lu J. An integrated group decision-making method dealing with fuzzy preferences for alternatives and individual judgments for selection criteria. Group Decision and Negotiation 12 (2003) 501-515
-
(2003)
Group Decision and Negotiation
, vol.12
, pp. 501-515
-
-
Zhang, G.1
Lu, J.2
|