메뉴 건너뛰기




Volumn 13, Issue 2, 1997, Pages 97-108

Bankruptcy prediction using case-based reasoning, neural networks, and discriminant analysis

Author keywords

[No Author keywords available]

Indexed keywords

FINANCE; FORECASTING; KNOWLEDGE BASED SYSTEMS; PERFORMANCE; STATISTICAL METHODS;

EID: 0031199479     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0957-4174(97)00011-0     Document Type: Article
Times cited : (225)

References (32)
  • 1
    • 84980104458 scopus 로고
    • Financial ratios, discriminant analysis, the prediction of corporate bankruptcy
    • Altman, E. (1968). Financial ratios, discriminant analysis, the prediction of corporate bankruptcy. Journal of Finance, Sep., 589-609.
    • (1968) Journal of Finance , vol.SEP , pp. 589-609
    • Altman, E.1
  • 2
    • 0029492199 scopus 로고
    • Effectiveness of neural network types for prediction of business failure
    • Boritz, J. E., & Kennedy, D. B. (1995). Effectiveness of neural network types for prediction of business failure. Expert Systems With Applications, 9, 503-512.
    • (1995) Expert Systems With Applications , vol.9 , pp. 503-512
    • Boritz, J.E.1    Kennedy, D.B.2
  • 3
    • 84985793283 scopus 로고
    • Predicting stock market behavior through rule induction: An application of the learning-from-example approach
    • Braun, H., & Chandler, J. S. (1987). Predicting stock market behavior through rule induction: An application of the learning-from-example approach. Decision Sciences, 18, 415-429.
    • (1987) Decision Sciences , vol.18 , pp. 415-429
    • Braun, H.1    Chandler, J.S.2
  • 4
    • 84985757179 scopus 로고
    • Rule-based expert systems and linear models: An empirical comparison of learning-by-examples method
    • Chung, H. M., & Silver, M. (1992). Rule-based expert systems and linear models: An empirical comparison of learning-by-examples method. Decision Science, 23, 687-707.
    • (1992) Decision Science , vol.23 , pp. 687-707
    • Chung, H.M.1    Silver, M.2
  • 6
    • 84977341882 scopus 로고
    • Ratio stability and corporate failure
    • Dambolena, I. G., & Khoury, S. J. (1980). Ratio stability and corporate failure. The Journal of Finance, 35, 1017-1026.
    • (1980) The Journal of Finance , vol.35 , pp. 1017-1026
    • Dambolena, I.G.1    Khoury, S.J.2
  • 7
    • 0000275837 scopus 로고
    • A discriminant analysis of predictors of business failure
    • Deakin, E. B. (1972). A discriminant analysis of predictors of business failure. Journal of Accounting Research, Spring, 167-179.
    • (1972) Journal of Accounting Research , vol.SPRING , pp. 167-179
    • Deakin, E.B.1
  • 8
    • 0007578914 scopus 로고
    • The effect of lease data on the predictive ability of financial ratios
    • Elam, R. (1975). The effect of lease data on the predictive ability of financial ratios. The Accounting Review, 50, 25-43.
    • (1975) The Accounting Review , vol.50 , pp. 25-43
    • Elam, R.1
  • 9
    • 0039273169 scopus 로고
    • Symbolic concept acquisition: A new approach to determining underlying tax law construct
    • Garrison, L., & Michaelson, R. (1989). Symbolic concept acquisition: A new approach to determining underlying tax law construct. Journal of American Taxation Association, Fall, 77-91.
    • (1989) Journal of American Taxation Association , vol.FALL , pp. 77-91
    • Garrison, L.1    Michaelson, R.2
  • 11
    • 0000795893 scopus 로고
    • A note on cash flow and classification patterns of financial ratios
    • Gombola, M. J., & Ketz, J. E. (1983). A note on cash flow and classification patterns of financial ratios. The Accounting Review, LVIII (Suppl.1), 105-114.
    • (1983) The Accounting Review , vol.58 , Issue.SUPPL. 1 , pp. 105-114
    • Gombola, M.J.1    Ketz, J.E.2
  • 12
    • 0039864922 scopus 로고
    • A review of artificial intelligence models in business classification
    • Han, I., Kwon, Y., & Jo, H. (1995). A review of artificial intelligence models in business classification. Korean Journal of Expert Systems, 1, 23-41.
    • (1995) Korean Journal of Expert Systems , vol.1 , pp. 23-41
    • Han, I.1    Kwon, Y.2    Jo, H.3
  • 13
    • 0029755768 scopus 로고    scopus 로고
    • The impact of measurement scale and correlation structure on the performance of statistical and inductive learning approaches
    • Han, I., Chandler, J., & Liang, T. (1996). The impact of measurement scale and correlation structure on the performance of statistical and inductive learning approaches. Expert Systems With Applications, 10, 209-221.
    • (1996) Expert Systems With Applications , vol.10 , pp. 209-221
    • Han, I.1    Chandler, J.2    Liang, T.3
  • 14
    • 84985773782 scopus 로고
    • Artificial intelligence and generalized qualitative response models: An empirical test on two audit decision making domains
    • Hansen, J., McDonald, J., & Stice, J. (1992). Artificial intelligence and generalized qualitative response models: An empirical test on two audit decision making domains. Decision Science, 23, 708-723.
    • (1992) Decision Science , vol.23 , pp. 708-723
    • Hansen, J.1    McDonald, J.2    Stice, J.3
  • 15
    • 85033122796 scopus 로고
    • A study on bankruptcy prediction
    • in Korean
    • Hwang, S. H. (1991). A study on bankruptcy prediction. Korean Accounting Study, 12, 57-99 (in Korean).
    • (1991) Korean Accounting Study , vol.12 , pp. 57-99
    • Hwang, S.H.1
  • 18
    • 0030414816 scopus 로고    scopus 로고
    • Integration of case-based forecasting, neural network, and discriminant analysis for bankruptcy prediction
    • Jo, H., & Han, I. (1996). Integration of case-based forecasting, neural network, and discriminant analysis for bankruptcy prediction. Expert Systems With Applications, 11, 415-422.
    • (1996) Expert Systems With Applications , vol.11 , pp. 415-422
    • Jo, H.1    Han, I.2
  • 19
    • 0039273171 scopus 로고
    • Comparative analysis of bankruptcy prediction accuracy: Using discriminant analysis, case-based forecasting, and neural network
    • Jo, H., Lee, H., & Han, I. (1995). Comparative analysis of bankruptcy prediction accuracy: Using discriminant analysis, case-based forecasting, and neural network. Proceedings of '95 Pacific-Asian Conference on Expert Systems.
    • (1995) Proceedings of '95 Pacific-Asian Conference on Expert Systems
    • Jo, H.1    Lee, H.2    Han, I.3
  • 20
    • 30244502257 scopus 로고
    • Prediction of business failure using value-added accounting information
    • in Korean
    • Kang, C. (1991). Prediction of business failure using value-added accounting information. Korean Accounting Review, 12, 79-99 (in Korean).
    • (1991) Korean Accounting Review , vol.12 , pp. 79-99
    • Kang, C.1
  • 21
    • 85033125486 scopus 로고
    • Symptoms and predictions of business failure based on financial ratios
    • in Korean
    • Kim, K. W. (1987). Symptoms and predictions of business failure based on financial ratios. Management Study, 16, 263-316 (in Korean).
    • (1987) Management Study , vol.16 , pp. 263-316
    • Kim, K.W.1
  • 24
    • 30244449233 scopus 로고
    • A comparative study of recursive partitioning algorithm and analog concept learning system
    • Lee, S. B., & Oh, S. H. (1990). A comparative study of recursive partitioning algorithm and analog concept learning system. Expert Systems With Applications, 1, 403-416.
    • (1990) Expert Systems With Applications , vol.1 , pp. 403-416
    • Lee, S.B.1    Oh, S.H.2
  • 25
    • 0002936377 scopus 로고
    • Integrating statistical and inductive learning methods for knowledge acquisition
    • Liang, T., Chandler, J., & Han, I. (1990). Integrating statistical and inductive learning methods for knowledge acquisition. Expert Systems With Applications, 1, 391-401.
    • (1990) Expert Systems With Applications , vol.1 , pp. 391-401
    • Liang, T.1    Chandler, J.2    Han, I.3
  • 26
    • 0342973074 scopus 로고
    • Context theory of classification learning
    • Medin, D. L., & Schaffer, M. M. (1978). Context theory of classification learning. Psychological Review, 85, 207-238.
    • (1978) Psychological Review , vol.85 , pp. 207-238
    • Medin, D.L.1    Schaffer, M.M.2
  • 29
    • 0001419333 scopus 로고
    • The probability of bankruptcy: A comparison of empirical predictions and theoretical models
    • Scott, J. (1981). The probability of bankruptcy: A comparison of empirical predictions and theoretical models. Journal of Banking and Finance, 5, 317-344.
    • (1981) Journal of Banking and Finance , vol.5 , pp. 317-344
    • Scott, J.1
  • 31
    • 0025531195 scopus 로고
    • Neural networks for bond rating improved by multiple hidden layers
    • San Diego, CA
    • Surkan, A. & Singleton, J. (1990). Neural networks for bond rating improved by multiple hidden layers. Proceedings of the IEEE Conference on Neural Networks, San Diego, CA, Vol. II, pp. 157-162.
    • (1990) Proceedings of the IEEE Conference on Neural Networks , vol.2 , pp. 157-162
    • Surkan, A.1    Singleton, J.2
  • 32
    • 84997479670 scopus 로고
    • Managerial applications of neural networks: The case of bank failure predictions
    • Tam, K. Y., & Kiang, M. Y. (1992). Managerial applications of neural networks: The case of bank failure predictions. Management Science, 38, 926-947.
    • (1992) Management Science , vol.38 , pp. 926-947
    • Tam, K.Y.1    Kiang, M.Y.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.