Combining models from neural networks and inductive learning algorithms
Tài liệu tham khảo
Anandarajan, 2001, Bankruptcy prediction of financially stressed firms: An examination of the predictive accuracy of artificially neural networks, International Journal of Intelligent Systems in Accounting, Finance and Management, 10, 69, 10.1002/isaf.199
Atiya, 2001, Bankruptcy prediction for credit risk using neural networks: A survey and new results, IEEE Transactions on Neural Networks, 12, 929, 10.1109/72.935101
Baesens, 2003, Using neural network rule extraction and decision tables for credit-risk evaluation, Management Science, 49, 312, 10.1287/mnsc.49.3.312.12739
Bae, 2006, Predicting personal credit rating with incomplete data sets using frequency matrix technique, Journal of Information Technology Applications and Management, 13, 274
Breiman, 1984
Bruner, 1956
Charalambous, 2000, Comparative analysis of artificial neural network models: Application in bankruptcy prediction, Annals of Operations Research, 99, 403, 10.1023/A:1019292321322
Craven, 1997, Using neural networks for data mining, Future Generation Computer Systems, 13, 211, 10.1016/S0167-739X(97)00022-8
Fisher, 1989, An empirical comparison of ID3 and back-propagation, 788
Fu, 1991, Rule learning by searching on adapted nets, 590
Fu, 1994, Rule generation from neural networks, IEEE Transactions on Systems, Man and Cybernetics, 24, 1114, 10.1109/21.299696
Kerber, 1992, ChiMerge: Discretization of numeric attributes, 123
Li, 2004, Mining classification rules using rough sets and neural networks, European Journal of Operational Research, 157, 439, 10.1016/S0377-2217(03)00422-3
Lu, 1996, Effective data mining using neural networks, IEEE Transactions on Knowledge and Data Engineering, 8, 957, 10.1109/69.553163
Murphy, 1991, ID2-of-3: Constructive induction of N-of-M concepts for discriminators in decision trees, 183
Pendharkar, 2005, A threshold-varying artificial neural network approach for classification and its application to bankruptcy prediction problem, Computers and Operations Research, 32, 2561, 10.1016/j.cor.2004.06.023
Quinlan, 1993
Saito, K., & Nakano, R. (1988). Medical diagnostic expert system based on PDP model. In Proceedings of the 1988 IEEE international conference on neural networks, ICNN’88, San Diego, CA (pp. 255–262).
Setiono, 1996, Symbolic representation of neural networks, IEEE Computer, 29, 71, 10.1109/2.485895
Shavlik, 1991, Symbolic and neural learning algorithms: An experimental comparison, Machine Learning, 6, 111, 10.1007/BF00114160
Towell, 1993, Extracting refined rules from knowledge-based neural networks, Machine Learning, 13, 71, 10.1007/BF00993103
Weiss, 1991
Wilcoxon, 1945, Individual comparisons by ranking methods, Biometrics Bulletin, 1, 80, 10.2307/3001968
Zhang, 1999, Artificial neural networks in bankruptcy prediction: General framework and cross-validation analysis, European Journal of Operational Research, 116, 16, 10.1016/S0377-2217(98)00051-4