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Volumn 25, Issue 4, 2003, Pages 637-646

The discovery of experts' decision rules from qualitative bankruptcy data using genetic algorithms

Author keywords

Bankruptcy prediction; Decision rules; Genetic algorithms

Indexed keywords

DATA MINING; DATABASE SYSTEMS; DECISION SUPPORT SYSTEMS; PROBLEM SOLVING;

EID: 0041920755     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0957-4174(03)00102-7     Document Type: Article
Times cited : (134)

References (38)
  • 1
    • 84980104458 scopus 로고
    • Financial ratios, discriminant analysis and the prediction of corporate bankruptcy
    • Altman E. Financial ratios, discriminant analysis and the prediction of corporate bankruptcy. Journal of Finance. 23:(3):1968;589-609.
    • (1968) Journal of Finance , vol.23 , Issue.3 , pp. 589-609
    • Altman, E.1
  • 2
    • 43949151078 scopus 로고
    • Corporate distress diagnosis: Comparisons using linear discriminant analysis and neural networks
    • Altman E.I., Marco G., Varet F. Corporate distress diagnosis: comparisons using linear discriminant analysis and neural networks. 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    Varet, F.3
  • 8
    • 0043155109 scopus 로고
    • Genetic algorithm-based learning
    • DeJong K.A. Genetic algorithm-based learning. Machine Learning. 3:1990;611-638.
    • (1990) Machine Learning , vol.3 , pp. 611-638
    • DeJong, K.A.1
  • 9
    • 0028446878 scopus 로고
    • Decision support in non-conservative domains: Generalization with neural networks
    • Dutta S., Shekhar S., Wong W.Y. Decision support in non-conservative domains: generalization with neural networks. Decision Support Systems. 11:(5):1994;527-544.
    • (1994) Decision Support Systems , vol.11 , Issue.5 , pp. 527-544
    • Dutta, S.1    Shekhar, S.2    Wong, W.Y.3
  • 10
    • 0000152448 scopus 로고
    • Forecasting with neural networks: An application using bankruptcy data
    • Fletcher D., Goss E. Forecasting with neural networks: an application using bankruptcy data. Information and Management. 24:(3):1993;159-167.
    • (1993) Information and Management , vol.24 , Issue.3 , pp. 159-167
    • Fletcher, D.1    Goss, E.2
  • 17
    • 0028482107 scopus 로고
    • Construction of fuzzy classification systems with rectangular fuzzy rules using genetic algorithms
    • Ishibuchi H., Kozaki K., Yamamoto N., Tanaka H. Construction of fuzzy classification systems with rectangular fuzzy rules using genetic algorithms. Fuzzy Sets and Systems. 65:1994;237-253.
    • (1994) Fuzzy Sets and Systems , vol.65 , pp. 237-253
    • Ishibuchi, H.1    Kozaki, K.2    Yamamoto, N.3    Tanaka, H.4
  • 18
    • 0000661829 scopus 로고
    • An exploratory technique for investigating large quantities of categorical data
    • Kass G. An exploratory technique for investigating large quantities of categorical data. Applied Statistics. 29:(2):1980;119-127.
    • (1980) Applied Statistics , vol.29 , Issue.2 , pp. 119-127
    • Kass, G.1
  • 19
    • 0037209499 scopus 로고    scopus 로고
    • Combination of multiple classifiers for the customer's purchase behavior prediction
    • Kim E.J., Kim W.J., Lee Y.B. Combination of multiple classifiers for the customer's purchase behavior prediction. Decision Support Systems. 34:2002;167-175.
    • (2002) Decision Support Systems , vol.34 , pp. 167-175
    • Kim, E.J.1    Kim, W.J.2    Lee, Y.B.3
  • 20
    • 0026366218 scopus 로고
    • Neural network-based fuzzy logic control and decision system
    • Lin C.T., Lee C.S.G. Neural network-based fuzzy logic control and decision system. IEEE Transactions on Computer. 12:1991;1320-1336.
    • (1991) IEEE Transactions on Computer , vol.12 , pp. 1320-1336
    • Lin, C.T.1    Lee, C.S.G.2
  • 22
    • 0002944481 scopus 로고
    • Inducing rules for expert system development: An example using default and bankruptcy data
    • Messier W.F., Hansen J. Inducing rules for expert system development: an example using default and bankruptcy data. Management Science. 34:(12):1988;1403-1415.
    • (1988) Management Science , vol.34 , Issue.12 , pp. 1403-1415
    • Messier, W.F.1    Hansen, J.2
  • 25
    • 0000666375 scopus 로고
    • Financial ratios and the probabilistic prediction of bankruptcy
    • Ohlson J. Financial ratios and the probabilistic prediction of bankruptcy. Journal of Accounting Research. 18:(1):1980;109-131.
    • (1980) Journal of Accounting Research , vol.18 , Issue.1 , pp. 109-131
    • Ohlson, J.1
  • 27
    • 33744584654 scopus 로고
    • Induction of decision trees
    • Quinlan J.R. Induction of decision trees. Machine Learning. 1:1986;81-106.
    • (1986) Machine Learning , vol.1 , pp. 81-106
    • Quinlan, J.R.1
  • 30
    • 0025387848 scopus 로고
    • Inductive learning for risk classification
    • Shaw M., Gentry J. Inductive learning for risk classification. IEEE Expert. 1990;47-53.
    • (1990) IEEE Expert , pp. 47-53
    • Shaw, M.1    Gentry, J.2
  • 31
    • 0036776357 scopus 로고    scopus 로고
    • A genetic algorithm applications in bankruptcy prediction modeling
    • Shin K.S., Lee Y.J. A genetic algorithm applications in bankruptcy prediction modeling. Expert Systems with Applications. 23:(3):2002;321-328.
    • (2002) Expert Systems with Applications , vol.23 , Issue.3 , pp. 321-328
    • Shin, K.S.1    Lee, Y.J.2
  • 32
    • 84997479670 scopus 로고
    • Managerial applications of neural networks: The case of bank failure prediction
    • Tam K., Kiang M. Managerial applications of neural networks: The case of bank failure prediction. Management Science. 38:(7):1992;926-947.
    • (1992) Management Science , vol.38 , Issue.7 , pp. 926-947
    • Tam, K.1    Kiang, M.2
  • 33
    • 0000719753 scopus 로고    scopus 로고
    • Extraction of experts' decision rules from clinical databases using rough set model
    • Tsumoto S. Extraction of experts' decision rules from clinical databases using rough set model. Intelligent Data Analysis. 2:1998;215-227.
    • (1998) Intelligent Data Analysis , vol.2 , pp. 215-227
    • Tsumoto, S.1
  • 35
    • 0028444978 scopus 로고
    • Bankruptcy prediction using neural networks
    • Wilson R.L., Sharda R. Bankruptcy prediction using neural networks. Decision Support Systems. 11:(5):1994;545-557.
    • (1994) Decision Support Systems , vol.11 , Issue.5 , pp. 545-557
    • Wilson, R.L.1    Sharda, R.2
  • 36
    • 0031143030 scopus 로고    scopus 로고
    • A new evolutionary system for evolving artificial neural networks
    • Yao X., Liu Y. A new evolutionary system for evolving artificial neural networks. IEEE Transactions on Neural Networks. 8:(3):1997;694-713.
    • (1997) IEEE Transactions on Neural Networks , vol.8 , Issue.3 , pp. 694-713
    • Yao, X.1    Liu, Y.2
  • 37
    • 0030283584 scopus 로고    scopus 로고
    • A genetic algorithm for generating fuzzy classification rules
    • Yuan Y., Zhuang H. A genetic algorithm for generating fuzzy classification rules. Fuzzy Sets and Systems. 84:1996;1-19.
    • (1996) Fuzzy Sets and Systems , vol.84 , pp. 1-19
    • Yuan, Y.1    Zhuang, H.2
  • 38
    • 0001953906 scopus 로고
    • Methodological issues related to the estimation of financial distress prediction models
    • Zmijewski M.E. Methodological issues related to the estimation of financial distress prediction models. Journal of Accounting Research. 22:(1):1984;59-82.
    • (1984) Journal of Accounting Research , vol.22 , Issue.1 , pp. 59-82
    • Zmijewski, M.E.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.