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Volumn 18, Issue 1 SPEC. ISS., 1996, Pages 63-72

Hybrid neural network models for bankruptcy predictions

Author keywords

Bankruptcy prediction; Hybrid neural network; Neural network; Unsupervised learning

Indexed keywords

ARTIFICIAL INTELLIGENCE; BACKPROPAGATION; COMPUTER SIMULATION; GENETIC ALGORITHMS; LEARNING SYSTEMS; MODELS; PERFORMANCE; STATISTICAL METHODS;

EID: 0030241497     PISSN: 01679236     EISSN: None     Source Type: Journal    
DOI: 10.1016/0167-9236(96)00018-8     Document Type: Article
Times cited : (207)

References (28)
  • 1
    • 84980104458 scopus 로고
    • Financial ratios, discriminant analysis and prediction of corporate bankruptcy
    • September
    • E.I. Altman, Financial Ratios, Discriminant Analysis and Prediction of Corporate Bankruptcy, The Journal of Finance 23 (September 1968) 589-609.
    • (1968) The Journal of Finance , vol.23 , pp. 589-609
    • Altman, E.I.1
  • 3
    • 78649831777 scopus 로고
    • The application of neural network based methods to the extraction of knowledge from accounting reports
    • R. Berry and D. Treigueiros, The Application of Neural Network Based Methods to the Extraction of Knowledge from Accounting Reports, IEEE International Joint Conference on Neural Networks (1991) 136-146.
    • (1991) IEEE International Joint Conference on Neural Networks , pp. 136-146
    • Berry, R.1    Treigueiros, D.2
  • 4
    • 0001835543 scopus 로고
    • Failing company discriminant analysis
    • Spring
    • M. Blum, Failing Company Discriminant Analysis, Journal of Accounting Research (Spring 1974) 1-25.
    • (1974) Journal of Accounting Research , pp. 1-25
    • Blum, M.1
  • 5
    • 84985793283 scopus 로고
    • Predicting stock market behavior through rule induction: An application of the learning-from-example approach
    • H. Braun and J.S. Chandler, Predicting Stock Market Behavior through Rule Induction: An Application of the Learning-From-Example Approach, Decision Science 18 (1987) 415-429.
    • (1987) Decision Science , vol.18 , pp. 415-429
    • Braun, H.1    Chandler, J.S.2
  • 7
    • 59949100093 scopus 로고
    • Assessing credit card applications using machine learning
    • Fall
    • C. Carter and J. Catlett, Assessing Credit Card Applications Using Machine Learning, IEEE Expert (Fall 1987) 71-79.
    • (1987) IEEE Expert , pp. 71-79
    • Carter, C.1    Catlett, J.2
  • 11
    • 0000275837 scopus 로고
    • A discriminant analysis of predictors of business failure
    • Spring
    • E.B. Deakin, A Discriminant Analysis of Predictors of Business Failure, Journal of Accounting Research (Spring 1976) 167-179.
    • (1976) Journal of Accounting Research , pp. 167-179
    • Deakin, E.B.1
  • 12
    • 0000764772 scopus 로고
    • The use of multiple measurements in taxonomic problems
    • R.A. Fisher, The Use of Multiple Measurements in Taxonomic Problems, Ann. Eugenics 7 (1936) 179-188.
    • (1936) Ann. Eugenics , vol.7 , pp. 179-188
    • Fisher, R.A.1
  • 14
    • 0002498298 scopus 로고
    • The determination of long term credit standing with financial ratios
    • J. Horrigan, The Determination of Long Term Credit Standing with Financial Ratios, Journal of Accounting Research (1965) 44-68.
    • (1965) Journal of Accounting Research , pp. 44-68
    • Horrigan, J.1
  • 15
    • 0042519115 scopus 로고
    • Building a neuro-fuzzy learning control system
    • Nov
    • C. Hung, Building a Neuro-Fuzzy Learning Control System, AI EXPERT (Nov 1993) 40-49.
    • (1993) AI EXPERT , pp. 40-49
    • Hung, C.1
  • 17
    • 0025489075 scopus 로고
    • Self-organizing map
    • September
    • T. Kohonen, Self-Organizing Map, Proceedings of the IEEE 78, No. 9 (September 1990).
    • (1990) Proceedings of the IEEE , vol.78 , Issue.9
    • Kohonen, T.1
  • 18
    • 30244449233 scopus 로고
    • A comparative study of recursive partitioning algorithm and analog concept learning system
    • S.B. Lee and S.H. Oh, A Comparative Study of Recursive Partitioning Algorithm and Analog Concept Learning System, Expert Systems with Applications 1 (1990) 403-416.
    • (1990) Expert Systems with Applications , vol.1 , pp. 403-416
    • Lee, S.B.1    Oh, S.H.2
  • 19
    • 0002936377 scopus 로고
    • Integrating statistical and inductive learning methods for knowledge acquisition
    • T. Liang, J. Chandler, and I. Han, Integrating Statistical and Inductive Learning Methods for Knowledge Acquisition, Expert Systems with Applications 1 (1990) 391-401.
    • (1990) Expert Systems with Applications , vol.1 , pp. 391-401
    • Liang, T.1    Chandler, J.2    Han, I.3
  • 20
    • 0002944481 scopus 로고
    • Inducing rules for expert system development: An example using default and bankruptcy data
    • Dec
    • W.F. Messier and J.V. Hansen, Inducing Rules for Expert System Development: An Example Using Default and Bankruptcy data, Management Science 34, No. 12 (Dec 1988) 1403-1415.
    • (1988) Management Science , vol.34 , Issue.12 , pp. 1403-1415
    • Messier, W.F.1    Hansen, J.V.2
  • 22
    • 0002442571 scopus 로고
    • Discovering rules by induction from large collection of examples
    • D. Michie, Ed., Edinburg University Press
    • J.R. Quinlan, Discovering Rules by Induction from Large Collection of Examples, in: D. Michie, Ed., Expert Systems in the Micro Electronic Age (Edinburg University Press, 1979).
    • (1979) Expert Systems in the Micro Electronic Age
    • Quinlan, J.R.1
  • 23
    • 33744584654 scopus 로고
    • Induction of decision trees
    • J.R. Quinlan, Induction of Decision Trees, Machine Learning 1 (1986) 81-106.
    • (1986) Machine Learning , vol.1 , pp. 81-106
    • Quinlan, J.R.1
  • 28
    • 0026219723 scopus 로고
    • Inducing stock screening rules for portfolio construction
    • to appear
    • K.Y. Tam and R. Chi, Inducing Stock Screening Rules for Portfolio Construction, Journal of Operations Research Society (1991, to appear).
    • (1991) Journal of Operations Research Society
    • Tam, K.Y.1    Chi, R.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.