-
1
-
-
56349094571
-
Predicting the financial failure: A comparison of statistical methods and neural networks
-
Aktas R., Doganay M.M., and Yildiz B. Predicting the financial failure: A comparison of statistical methods and neural networks. Ankara University Journal of SBF 58 (2003) 1-24
-
(2003)
Ankara University Journal of SBF
, vol.58
, pp. 1-24
-
-
Aktas, R.1
Doganay, M.M.2
Yildiz, B.3
-
2
-
-
0034172230
-
The use of fuzzy clustering algorithm and self-organizing neural networks for identifying potentially failing banks: An experimental study
-
Alam P., Booth L.K., and Thordason T. The use of fuzzy clustering algorithm and self-organizing neural networks for identifying potentially failing banks: An experimental study. Expert Systems with Applications 18 (2000) 185-199
-
(2000)
Expert Systems with Applications
, vol.18
, pp. 185-199
-
-
Alam, P.1
Booth, L.K.2
Thordason, T.3
-
3
-
-
84980104458
-
Financial ratios, discriminant analysis and the prediction of corporate bankruptcy
-
Altman E.I. Financial ratios, discriminant analysis and the prediction of corporate bankruptcy. The Journal of Finance 23 (1968) 589-609
-
(1968)
The Journal of Finance
, vol.23
, pp. 589-609
-
-
Altman, E.I.1
-
4
-
-
0000544729
-
Predicting performance in the savings and loan association industry
-
Altman E.I. Predicting performance in the savings and loan association industry. Journal of Monetary Economics 3 (1977) 443-466
-
(1977)
Journal of Monetary Economics
, vol.3
, pp. 443-466
-
-
Altman, E.I.1
-
5
-
-
43949151078
-
Corporate distress diagnosis: Comparisons using linear discriminant analysis and neural networks (the Italian experience)
-
Altman E.I., Marco G., and Varetto F. Corporate distress diagnosis: Comparisons using linear discriminant analysis and neural networks (the Italian experience). Journal of Banking and Finance 18 (1994) 505-529
-
(1994)
Journal of Banking and Finance
, vol.18
, pp. 505-529
-
-
Altman, E.I.1
Marco, G.2
Varetto, F.3
-
6
-
-
0035391093
-
Bankruptcy prediction for credit risk using neural networks: A survey and new results
-
Atiya A.F. Bankruptcy prediction for credit risk using neural networks: A survey and new results. IEEE Transactions on Neural Networks 12 4 (2001) 929-935
-
(2001)
IEEE Transactions on Neural Networks
, vol.12
, Issue.4
, pp. 929-935
-
-
Atiya, A.F.1
-
7
-
-
84941335954
-
-
Baek, J., & Cho, S. (2003). Bankruptcy prediction for credit risk using an auto associative neural network in Korean firms. In IEEE international conference on computational intelligence for financial engineering.
-
Baek, J., & Cho, S. (2003). Bankruptcy prediction for credit risk using an auto associative neural network in Korean firms. In IEEE international conference on computational intelligence for financial engineering.
-
-
-
-
8
-
-
56349107892
-
-
Banking Regulation and Supervision Agency. (2001). Towards a sound Turkish banking sector.
-
Banking Regulation and Supervision Agency. (2001). Towards a sound Turkish banking sector.
-
-
-
-
9
-
-
56349170547
-
-
Banking Regulation and Supervision Agency. (2003). Banking sector restructuring program progress report - VII.
-
Banking Regulation and Supervision Agency. (2003). Banking sector restructuring program progress report - VII.
-
-
-
-
13
-
-
13544271697
-
Prediction of commercial bank failure via multivariate statistical analysis of financial structure: The Turkish case
-
Canbas S., Cabuk A., and Kilic S.B. Prediction of commercial bank failure via multivariate statistical analysis of financial structure: The Turkish case. European Journal of Operational Research 166 (2005) 528-546
-
(2005)
European Journal of Operational Research
, vol.166
, pp. 528-546
-
-
Canbas, S.1
Cabuk, A.2
Kilic, S.B.3
-
14
-
-
0027575412
-
Manufacturing cell formation by competitive learning
-
Chu C.H. Manufacturing cell formation by competitive learning. International Journal of Production Research 31 (1993) 829-843
-
(1993)
International Journal of Production Research
, vol.31
, pp. 829-843
-
-
Chu, C.H.1
-
15
-
-
0031197865
-
An improved neural network for manufacturing cell formation
-
Chu C.H. An improved neural network for manufacturing cell formation. Decision Support Systems 20 (1997) 279-295
-
(1997)
Decision Support Systems
, vol.20
, pp. 279-295
-
-
Chu, C.H.1
-
17
-
-
0000152448
-
Application forecasting with neural networks an application using bankruptcy data
-
Fletcher D., and Goss E. Application forecasting with neural networks an application using bankruptcy data. Information and Management 24 (1993) 159-167
-
(1993)
Information and Management
, vol.24
, pp. 159-167
-
-
Fletcher, D.1
Goss, E.2
-
19
-
-
56349171966
-
-
Gonzalez-Hermosillo, B. (1999). Determinants of ex-ante banking system distress: A macro-micro empirical exploration of some recent episodes. International Monetary Fund Working Paper No. 33.
-
Gonzalez-Hermosillo, B. (1999). Determinants of ex-ante banking system distress: A macro-micro empirical exploration of some recent episodes. International Monetary Fund Working Paper No. 33.
-
-
-
-
20
-
-
0031145072
-
Mapping of SOM and LVQ algorithms on a shape parallel computer system
-
Hamalainen T., Klapuri H., Saarinen J., and Kaski K. Mapping of SOM and LVQ algorithms on a shape parallel computer system. Parallel Computing 23 27 (1997) l-289
-
(1997)
Parallel Computing
, vol.23
, Issue.27
-
-
Hamalainen, T.1
Klapuri, H.2
Saarinen, J.3
Kaski, K.4
-
21
-
-
0030414816
-
Integration of case-based forecasting, neural network, and discriminant analysis for bankruptcy prediction
-
Jo H., and Han I. Integration of case-based forecasting, neural network, and discriminant analysis for bankruptcy prediction. Expert Systems with Applications 11 (1996) 415-422
-
(1996)
Expert Systems with Applications
, vol.11
, pp. 415-422
-
-
Jo, H.1
Han, I.2
-
22
-
-
0031199479
-
Bankruptcy prediction using case-based reasoning, neural networks, and discriminant analysis
-
Jo H., Han I., and Lee H. Bankruptcy prediction using case-based reasoning, neural networks, and discriminant analysis. Expert Systems with Applications 13 (1997) 97-108
-
(1997)
Expert Systems with Applications
, vol.13
, pp. 97-108
-
-
Jo, H.1
Han, I.2
Lee, H.3
-
23
-
-
8744229924
-
Predicting firm financial distress: A mixed logit model
-
Jones S.D., and Hensher A. Predicting firm financial distress: A mixed logit model. Accounting Review 79 4 (2004) 1011-1038
-
(2004)
Accounting Review
, vol.79
, Issue.4
, pp. 1011-1038
-
-
Jones, S.D.1
Hensher, A.2
-
24
-
-
56349122925
-
-
Kaya, Y.T. (2001). CAMELS analysis in Turkish banking sector. BRSA MSPD Working Report 6.
-
Kaya, Y.T. (2001). CAMELS analysis in Turkish banking sector. BRSA MSPD Working Report 6.
-
-
-
-
25
-
-
0345404391
-
Predicting bankruptcies with self organizing map
-
Kiviluoto K. Predicting bankruptcies with self organizing map. Neurocomputing 21 (1998) 191-201
-
(1998)
Neurocomputing
, vol.21
, pp. 191-201
-
-
Kiviluoto, K.1
-
26
-
-
0020068152
-
Self-organized formation of topologically correct feature maps
-
Kohonen T. Self-organized formation of topologically correct feature maps. Biological Cybernetics 43 (1982) 59-69
-
(1982)
Biological Cybernetics
, vol.43
, pp. 59-69
-
-
Kohonen, T.1
-
28
-
-
0036064968
-
Predicting large US commercial bank failures
-
Kolari J., Glennon D., Shin H., and Caputo M. Predicting large US commercial bank failures. Journal of Economics and Business 54 321 (2002) 361-387
-
(2002)
Journal of Economics and Business
, vol.54
, Issue.321
, pp. 361-387
-
-
Kolari, J.1
Glennon, D.2
Shin, H.3
Caputo, M.4
-
29
-
-
56349139375
-
-
Konstandina, N. (2006). Probability of bank failure: The Russian case. Economic education and research consortium Working Paper No. 01.
-
Konstandina, N. (2006). Probability of bank failure: The Russian case. Economic education and research consortium Working Paper No. 01.
-
-
-
-
30
-
-
33846314346
-
Bankruptcy prediction in banks and firms via statistical and intelligent techniques-A review
-
Kumar P.R., and Ravi V. Bankruptcy prediction in banks and firms via statistical and intelligent techniques-A review. European Journal of Operational Research 180 1 (2007) 1-28
-
(2007)
European Journal of Operational Research
, vol.180
, Issue.1
, pp. 1-28
-
-
Kumar, P.R.1
Ravi, V.2
-
32
-
-
0037117686
-
Combining discriminant methods in solving classification problems in two-group discriminant analysis
-
Lam K.F., and Moy J.W. Combining discriminant methods in solving classification problems in two-group discriminant analysis. European Journal of Operational Research 138 (2002) 294-301
-
(2002)
European Journal of Operational Research
, vol.138
, pp. 294-301
-
-
Lam, K.F.1
Moy, J.W.2
-
33
-
-
33845665258
-
Application of support vector machines to corporate credit rating prediction
-
Lee Y.C. Application of support vector machines to corporate credit rating prediction. Expert Systems with Applications 33 (2007) 67-741
-
(2007)
Expert Systems with Applications
, vol.33
, pp. 67-741
-
-
Lee, Y.C.1
-
34
-
-
16244365542
-
A comparison of supervised and unsupervised neural networks in predicting bankruptcy of Korean firms
-
Lee K., Booth D., and Alam P. A comparison of supervised and unsupervised neural networks in predicting bankruptcy of Korean firms. Expert Systems with Applications 29 (2005) 1-6
-
(2005)
Expert Systems with Applications
, vol.29
, pp. 1-6
-
-
Lee, K.1
Booth, D.2
Alam, P.3
-
35
-
-
0030241497
-
Hybrid neural network models for bankruptcy predictions
-
Lee K.C., Han I., and Kwon Y. Hybrid neural network models for bankruptcy predictions. Decision Support Systems 18 (1996) 63-72
-
(1996)
Decision Support Systems
, vol.18
, pp. 63-72
-
-
Lee, K.C.1
Han, I.2
Kwon, Y.3
-
36
-
-
0030110988
-
Neural network prediction analysis: The bankruptcy case
-
Leshno M., and Spector Y. Neural network prediction analysis: The bankruptcy case. Neurocomputing 10 (1996) 125-147
-
(1996)
Neurocomputing
, vol.10
, pp. 125-147
-
-
Leshno, M.1
Spector, Y.2
-
37
-
-
49349134343
-
Early warning of bank failure: A logit regression approach
-
Martin D. Early warning of bank failure: A logit regression approach. Journal of Banking and Finance 1 (1977) 249-276
-
(1977)
Journal of Banking and Finance
, vol.1
, pp. 249-276
-
-
Martin, D.1
-
39
-
-
17844363481
-
Bankruptcy prediction using support vector machine with optimal choice of kernel function parameters
-
Min J.H., and Lee Y.C. Bankruptcy prediction using support vector machine with optimal choice of kernel function parameters. Expert Systems with Applications 28 (2005) 603-614
-
(2005)
Expert Systems with Applications
, vol.28
, pp. 603-614
-
-
Min, J.H.1
Lee, Y.C.2
-
40
-
-
33744925661
-
Hybrid genetic algorithms and support vector machines for bankruptcy prediction
-
Min S.H., Lee J., and Han I. Hybrid genetic algorithms and support vector machines for bankruptcy prediction. Expert Systems with Applications 31 (2006) 652-660
-
(2006)
Expert Systems with Applications
, vol.31
, pp. 652-660
-
-
Min, S.H.1
Lee, J.2
Han, I.3
-
41
-
-
56349160875
-
-
Montgomery, H., Hanh, T. B., Santoso, W., & Besar, D. S. (2005). Coordinated failure? A cross-country bank failure prediction Model. ADB Institute Discussion Paper No. 32.
-
Montgomery, H., Hanh, T. B., Santoso, W., & Besar, D. S. (2005). Coordinated failure? A cross-country bank failure prediction Model. ADB Institute Discussion Paper No. 32.
-
-
-
-
42
-
-
30044435527
-
Prediction of tunneling-induced ground movement with the multi-layer perceptron
-
Neaupane K.M., and Adhikari N.R. Prediction of tunneling-induced ground movement with the multi-layer perceptron. Tunneling and Underground Space Technology 21 (2006) 151-159
-
(2006)
Tunneling and Underground Space Technology
, vol.21
, pp. 151-159
-
-
Neaupane, K.M.1
Adhikari, N.R.2
-
43
-
-
0025559251
-
-
Odom, M., & Sharda, R. (1990). A neural network model for bankruptcy prediction. In Proceedings of the second IEEE international joint conference on neural networks (Vol. II, pp. 163-168).
-
Odom, M., & Sharda, R. (1990). A neural network model for bankruptcy prediction. In Proceedings of the second IEEE international joint conference on neural networks (Vol. II, pp. 163-168).
-
-
-
-
44
-
-
0000666375
-
Financial rations and the probabilistic prediction of bankruptcy
-
Ohlson J.A. Financial rations and the probabilistic prediction of bankruptcy. Journal of Accounting Research 18 (1980) 109-131
-
(1980)
Journal of Accounting Research
, vol.18
, pp. 109-131
-
-
Ohlson, J.A.1
-
45
-
-
0032021890
-
Using feature construction to improve the performance of the neural networks
-
Piramuthu S., Ragavan H., and Shaw M.J. Using feature construction to improve the performance of the neural networks. Management Science 44 3 (1998)
-
(1998)
Management Science
, vol.44
, Issue.3
-
-
Piramuthu, S.1
Ragavan, H.2
Shaw, M.J.3
-
46
-
-
0028551935
-
Expert self-organizing neural network for the design of cellular manufacturing systems
-
Rao H.A., and Gu P. Expert self-organizing neural network for the design of cellular manufacturing systems. Journal of Manufacturing Systems 13 (1994) 346-358
-
(1994)
Journal of Manufacturing Systems
, vol.13
, pp. 346-358
-
-
Rao, H.A.1
Gu, P.2
-
48
-
-
84988828223
-
Neural networks: A tool for predicting thrift failures
-
Salchenberger L., Mine C., and Lash N. Neural networks: A tool for predicting thrift failures. Decision Sciences 23 (1992) 899-916
-
(1992)
Decision Sciences
, vol.23
, pp. 899-916
-
-
Salchenberger, L.1
Mine, C.2
Lash, N.3
-
49
-
-
56349108354
-
-
Savings Deposit Insurance Fund. (2006). Annual report 2005.
-
Savings Deposit Insurance Fund. (2006). Annual report 2005.
-
-
-
-
50
-
-
33846420617
-
An application of one-class support vector machines in content-based image retrieval
-
Seo K.K. An application of one-class support vector machines in content-based image retrieval. Expert Systems with Applications 33 (2007) 491-498
-
(2007)
Expert Systems with Applications
, vol.33
, pp. 491-498
-
-
Seo, K.K.1
-
51
-
-
0030190036
-
Self organizing neural networks for financial diagnosis
-
Serrano-Cinca C. Self organizing neural networks for financial diagnosis. Decision Support Systems 17 (1996) 227-238
-
(1996)
Decision Support Systems
, vol.17
, pp. 227-238
-
-
Serrano-Cinca, C.1
-
52
-
-
84872996852
-
-
Sharda, R. & Wilson, R. L. (1993). Performance comparison issues in neural network experiments for classification problems. In Proceedings of the 26th Hawaii international conference on system scientists.
-
Sharda, R. & Wilson, R. L. (1993). Performance comparison issues in neural network experiments for classification problems. In Proceedings of the 26th Hawaii international conference on system scientists.
-
-
-
-
53
-
-
9244259665
-
An application of support vector machines in bankruptcy prediction model
-
Shin K.S., Lee T.S., and Kim H. An application of support vector machines in bankruptcy prediction model. Expert Systems with Applications 28 (2005) 127-135
-
(2005)
Expert Systems with Applications
, vol.28
, pp. 127-135
-
-
Shin, K.S.1
Lee, T.S.2
Kim, H.3
-
54
-
-
84910489317
-
A multivariate statistical analysis of the characteristics of problem banks
-
Sinkey J.F. A multivariate statistical analysis of the characteristics of problem banks. Journal of Finance 30 (1975) 21-36
-
(1975)
Journal of Finance
, vol.30
, pp. 21-36
-
-
Sinkey, J.F.1
-
55
-
-
33846316737
-
Off-site monitoring for predicting bank under performance: A comparison of neural networks, discriminant analysis and professional human judgment
-
Swicegood P., and Clark J.A. Off-site monitoring for predicting bank under performance: A comparison of neural networks, discriminant analysis and professional human judgment. International Journal of Intelligent Systems in Accounting, Finance and Management 10 (2001) 169-186
-
(2001)
International Journal of Intelligent Systems in Accounting, Finance and Management
, vol.10
, pp. 169-186
-
-
Swicegood, P.1
Clark, J.A.2
-
56
-
-
0001273663
-
Neural network models and the prediction of bank bankruptcy
-
Tam K.Y. Neural network models and the prediction of bank bankruptcy. Omega 5 (1991) 429-445
-
(1991)
Omega
, Issue.5
, pp. 429-445
-
-
Tam, K.Y.1
-
57
-
-
33846279365
-
Predicting bank failures: A neural network approach
-
Tam K.Y., and Kiang M. Predicting bank failures: A neural network approach. Decision Sciences 23 (1992) 926-947
-
(1992)
Decision Sciences
, vol.23
, pp. 926-947
-
-
Tam, K.Y.1
Kiang, M.2
-
59
-
-
56349091204
-
-
The Banks Association of Turkey. (1998). Banks in Turkey 1997, Istanbul.
-
The Banks Association of Turkey. (1998). Banks in Turkey 1997, Istanbul.
-
-
-
-
60
-
-
56349172430
-
-
The Banks Association of Turkey. (1999). Banks in Turkey 1998, Istanbul.
-
The Banks Association of Turkey. (1999). Banks in Turkey 1998, Istanbul.
-
-
-
-
61
-
-
56349119657
-
-
The Banks Association of Turkey. (2000). Banks in Turkey 1999, Istanbul.
-
The Banks Association of Turkey. (2000). Banks in Turkey 1999, Istanbul.
-
-
-
-
62
-
-
56349119166
-
-
The Banks Association of Turkey. (2001). Banks in Turkey 2000, Istanbul.
-
The Banks Association of Turkey. (2001). Banks in Turkey 2000, Istanbul.
-
-
-
-
63
-
-
56349143568
-
-
The Banks Association of Turkey. (2002). Banks in Turkey 2001, Istanbul.
-
The Banks Association of Turkey. (2002). Banks in Turkey 2001, Istanbul.
-
-
-
-
64
-
-
56349109746
-
-
The Banks Association of Turkey. (2003). Banks in Turkey 2002, Istanbul.
-
The Banks Association of Turkey. (2003). Banks in Turkey 2002, Istanbul.
-
-
-
-
65
-
-
56349130432
-
-
The Banks Association of Turkey. (2004). Banks in Turkey 2003, Istanbul.
-
The Banks Association of Turkey. (2004). Banks in Turkey 2003, Istanbul.
-
-
-
-
66
-
-
56349107891
-
-
The Banks Association of Turkey. (2005). Banks in Turkey 2004, Istanbul.
-
The Banks Association of Turkey. (2005). Banks in Turkey 2004, Istanbul.
-
-
-
-
67
-
-
56349164044
-
-
The Banks Association of Turkey. (2005). Banking Law No. 5411, Pub. No. 242.
-
The Banks Association of Turkey. (2005). Banking Law No. 5411, Pub. No. 242.
-
-
-
-
69
-
-
0000126580
-
Predicting Japanese corporate bankruptcy in terms of finance data using neural network
-
Tsukuda J., and Baba S.-I. Predicting Japanese corporate bankruptcy in terms of finance data using neural network. Computers and Industrial Engineering 27 1-4 (1994) 445-448
-
(1994)
Computers and Industrial Engineering
, vol.27
, Issue.1-4
, pp. 445-448
-
-
Tsukuda, J.1
Baba, S.-I.2
-
71
-
-
0034118581
-
Neural network credit scoring models
-
West D. Neural network credit scoring models. Computers and Operations Research 27 (2000) 1131-1152
-
(2000)
Computers and Operations Research
, vol.27
, pp. 1131-1152
-
-
West, D.1
-
72
-
-
0028444978
-
Bankruptcy prediction using neural networks
-
Wilson R.L., and Sharda R. Bankruptcy prediction using neural networks. Decision Support Systems 11 (1994) 545-557
-
(1994)
Decision Support Systems
, vol.11
, pp. 545-557
-
-
Wilson, R.L.1
Sharda, R.2
-
73
-
-
33751068050
-
A real-valued genetic algorithm to optimize the parameters of support vector machine for predicting bankruptcy
-
Wu C.H., Tzeng G.H., Goo Y.J., and Fang W.C. A real-valued genetic algorithm to optimize the parameters of support vector machine for predicting bankruptcy. Expert Systems with Applications 32 (2007) 397-408
-
(2007)
Expert Systems with Applications
, vol.32
, pp. 397-408
-
-
Wu, C.H.1
Tzeng, G.H.2
Goo, Y.J.3
Fang, W.C.4
-
75
-
-
33846837272
-
Fault diagnostics based on particle swarm optimisation and support vector machines
-
Yuan S.F., and Chu F.L. Fault diagnostics based on particle swarm optimisation and support vector machines. Mechanical Systems and Signal Processing 21 (2007) 1787-1798
-
(2007)
Mechanical Systems and Signal Processing
, vol.21
, pp. 1787-1798
-
-
Yuan, S.F.1
Chu, F.L.2
-
76
-
-
0032640524
-
Artificial neural networks and bankruptcy prediction general framework and cross-validated analysis
-
Zhang G., Hu M.Y., Patuwo B.E., and Indro D.C. Artificial neural networks and bankruptcy prediction general framework and cross-validated analysis. European Journal of Operational Research 116 (1999) 16-32
-
(1999)
European Journal of Operational Research
, vol.116
, pp. 16-32
-
-
Zhang, G.1
Hu, M.Y.2
Patuwo, B.E.3
Indro, D.C.4
|