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Volumn 37, Issue 5, 2010, Pages 3624-3629

A practical approach to bankruptcy prediction for small businesses: Substituting the unavailable financial data for credit card sales information

Author keywords

Bankruptcy prediction; Credit card sales; Data mining; Small business; Support vector machines

Indexed keywords

BANKRUPTCY PREDICTION; CREDIT CARD SALES; CREDIT CARDS; CREDIT RISKS; EMPIRICAL ANALYSIS; FINANCIAL DATA; LOGISTIC REGRESSION ANALYSIS; MULTIVARIATE DISCRIMINANT ANALYSIS; SEVERAL VARIABLES; SMALL BUSINESS; SVM MODEL;

EID: 73549102166     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2009.10.029     Document Type: Article
Times cited : (28)

References (17)
  • 1
    • 7944229970 scopus 로고
    • ZETA analysis: A new model to identify bankruptcy risk of corporations
    • Altman E.I., Haldeman R.G., and Naraynan P. ZETA analysis: A new model to identify bankruptcy risk of corporations. Journal of Banking and Finance 1 1 (1977) 29-54
    • (1977) Journal of Banking and Finance , vol.1 , Issue.1 , pp. 29-54
    • Altman, E.I.1    Haldeman, R.G.2    Naraynan, P.3
  • 2
    • 18144400956 scopus 로고    scopus 로고
    • Credit scoring and the availability, price, and risk of small business credit
    • Berger A.N., Frame W.S., and Miller N. Credit scoring and the availability, price, and risk of small business credit. Journal of Money, Credit, and Banking 37 2 (2005) 191-222
    • (2005) Journal of Money, Credit, and Banking , vol.37 , Issue.2 , pp. 191-222
    • Berger, A.N.1    Frame, W.S.2    Miller, N.3
  • 3
    • 27144489164 scopus 로고    scopus 로고
    • A tutorial on support vector machines for pattern recognition
    • Burges C.J.C. A tutorial on support vector machines for pattern recognition. Data Mining and Knowledge Discovery 2 2 (1998) 974-995
    • (1998) Data Mining and Knowledge Discovery , vol.2 , Issue.2 , pp. 974-995
    • Burges, C.J.C.1
  • 5
    • 0000152448 scopus 로고
    • Forecasting with neural networks: An application using bankruptcy data
    • Fletcher D., and Goss E. Forecasting with neural networks: An application using bankruptcy data. Information & Management 24 3 (1993) 159-167
    • (1993) Information & Management , vol.24 , Issue.3 , pp. 159-167
    • Fletcher, D.1    Goss, E.2
  • 6
    • 20244385279 scopus 로고    scopus 로고
    • The effect of credit scoring on small business lending in low- and moderate-income areas
    • Frame W., Scott A.S., and Woosley L. The effect of credit scoring on small business lending in low- and moderate-income areas. Financial Review 39 1 (2004) 34-54
    • (2004) Financial Review , vol.39 , Issue.1 , pp. 34-54
    • Frame, W.1    Scott, A.S.2    Woosley, L.3
  • 8
    • 73549096892 scopus 로고    scopus 로고
    • A Study of Credit Evaluation on Small Company
    • Gim K.Y., and Jong S.K. A Study of Credit Evaluation on Small Company. The Korean Small Business Review 21 1 (1999) 229-257
    • (1999) The Korean Small Business Review , vol.21 , Issue.1 , pp. 229-257
    • Gim, K.Y.1    Jong, S.K.2
  • 9
    • 38649119887 scopus 로고    scopus 로고
    • A development of credit evaluation model for small business by applying the AHP
    • Gim K.Y., Kim S.H., and Lee Y.H. A development of credit evaluation model for small business by applying the AHP. The Korean Venture Management Review 8 1 (2005) 3-29
    • (2005) The Korean Venture Management Review , vol.8 , Issue.1 , pp. 3-29
    • Gim, K.Y.1    Kim, S.H.2    Lee, Y.H.3
  • 10
    • 2442665617 scopus 로고    scopus 로고
    • Credit rating analysis with support vector machines and neural networks: A market comparative study
    • Huang Z., Chen H., Hsu C.J., Chen W.H., and Wu S. Credit rating analysis with support vector machines and neural networks: A market comparative study. Decision Support Systems 37 4 (2004) 543-555
    • (2004) Decision Support Systems , vol.37 , Issue.4 , pp. 543-555
    • Huang, Z.1    Chen, H.2    Hsu, C.J.3    Chen, W.H.4    Wu, S.5
  • 11
    • 38649123815 scopus 로고    scopus 로고
    • An empirical study on the credit evaluation and firm size in Korea medium-small firms
    • Kim J.H. An empirical study on the credit evaluation and firm size in Korea medium-small firms. Journal of Accounting Research 17 (2006) 145-167
    • (2006) Journal of Accounting Research , vol.17 , pp. 145-167
    • Kim, J.H.1
  • 12
    • 0003114083 scopus 로고    scopus 로고
    • Ordinal pairwise partitioning (OPP) approach to neural networks training in bond rating
    • Kwon Y., Han I., and Lee K.C. Ordinal pairwise partitioning (OPP) approach to neural networks training in bond rating. Intelligent Systems in Accounting, Finance and Management 6 1 (1997) 23-40
    • (1997) Intelligent Systems in Accounting, Finance and Management , vol.6 , Issue.1 , pp. 23-40
    • Kwon, Y.1    Han, I.2    Lee, K.C.3
  • 13
    • 17844363481 scopus 로고    scopus 로고
    • 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 4 (2005) 603-614
    • (2005) Expert Systems with Applications , vol.28 , Issue.4 , pp. 603-614
    • Min, J.H.1    Lee, Y.C.2
  • 14
    • 0000666375 scopus 로고
    • Financial ratios and probabilistic prediction of bankruptcy
    • Ohlson J. Financial ratios and 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
  • 15
    • 84997479670 scopus 로고
    • Managerial applications of neural networks: The case of bank failure predictions
    • Tam K., and Kiang M. Managerial applications of neural networks: The case of bank failure predictions. Management Science 38 7 (1992) 926-947
    • (1992) Management Science , vol.38 , Issue.7 , pp. 926-947
    • Tam, K.1    Kiang, M.2
  • 17
    • 73549121116 scopus 로고    scopus 로고
    • Development of the credit evaluation model for small and micro-business using credit card sales information
    • Yoon J., Kwon Y., and Roh T.H. Development of the credit evaluation model for small and micro-business using credit card sales information. The Korean Small Business Review 29 2 (2007) 81-106
    • (2007) The Korean Small Business Review , vol.29 , Issue.2 , pp. 81-106
    • Yoon, J.1    Kwon, Y.2    Roh, T.H.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.