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A case-based reasoning approach to bankruptcy prediction modeling
13 references·16 citing·27 second hop
A case-based reasoning approach to bankruptcy prediction modeling (1997)A case-based reasoning approach to bankru…Effectiveness of neural network types for prediction of business failure (1995)Effectiveness of neural netwo…Modeling Legal Argument: Reasoning with Cases and Hypotheticals (1991)Modeling Legal Argument: Reas…CURRENT TECHNIQUES IN BANKRUPTCY PREDICTION (1987)CURRENT TECHNIQUES IN BANKRUP…Introducing Recursive Partitioning for Financial Classification: The Case of Financial Distress (1985)Introducing Recursive Partiti…Application of Classification Techniques in Business, Banking and Finance. (1983)Application of Classification…An Empirical Analysis of Useful Financial Ratios (1981)An Empirical Analysis of Usef…Ratio Stability and Corporate Failure (1980)Ratio Stability and Corporate…Financial Ratios and the Probabilistic Prediction of Bankruptcy (1980)Financial Ratios and the Prob…Failing Company Discriminant Analysis (1974)Failing Company Discriminant …Conditional logit analysis of qualitative choice behavior (1972)Conditional logit analysis of…A Discriminant Analysis of Predictors of Business Failure (1972)A Discriminant Analysis of Pr…FINANCIAL RATIOS, DISCRIMINANT ANALYSIS AND THE PREDICTION OF CORPORATE BANKRUPTCY (1968)FINANCIAL RATIOS, DISCRIMINAN…Financial Ratios As Predictors of Failure (1966)Financial Ratios As Predictor…CUS-heterogeneous ensemble-based financial distress prediction for imbalanced dataset with ensemble feature selection (2020)CUS-heterogeneous ensemble-ba…Performance Comparison of Multiple Discriminant Analysis and Logit Models in Bankruptcy Prediction (2016)Performance Comparison of Mul…Application of hybrid case-based reasoning for enhanced performance in bankruptcy prediction (2013)Application of hybrid case-ba…Classifiers selection in ensembles using genetic algorithms for bankruptcy prediction (2012)Classifiers selection in ense…The prediction for listed companies’ financial distress by using multiple prediction methods with rough set and Dempster–Shafer evidence theory (2011)The prediction for listed com…The use of hybrid manifold learning and support vector machines in the prediction of business failure (2010)The use of hybrid manifold le…Predicting business failure using multiple case-based reasoning combined with support vector machine (2009)Predicting business failure u…A hybrid approach based on the combination of variable selection using decision trees and case-based reasoning using the Mahalanobis distance: For bankruptcy prediction (2009)A hybrid approach based on th…Ranking-order case-based reasoning for financial distress prediction (2008)Ranking-order case-based reas…Gaussian case-based reasoning for business failure prediction with empirical data in China (2008)Gaussian case-based reasoning…A binary classification method for bankruptcy prediction (2008)A binary classification metho…Predicting financial activity with evolutionary fuzzy case-based reasoning (2007)Predicting financial activity…Financial distress prediction based on OR-CBR in the principle of k-nearest neighbors (2007)Financial distress prediction…Developing a business failure prediction model via RST, GRA and CBR (2007)Developing a business failure…A practical approach to credit scoring (2007)A practical approach to credi…The cluster-indexing method for case-based reasoning using self-organizing maps and learning vector quantization for bond rating cases (2001)The cluster-indexing method f…Reasoning with cases and hypotheticals in HYPO (1991)The Pleadings Game (1994)Automatic detection of arguments in legal texts (2007)The Realm of Rhetoric (2021)ZETATM analysis A new model to identify bankruptcy risk of corporations (1977)An application of the cox proportional hazards model to bank failure (1986)A survey of business failures with an emphasis on prediction methods and industrial applications (1996)Predicting corporate financial distress: Reflections on choice-based sample bias (2002)DEVELOPMENT OF A CLASS OF STABLE PREDICTIVE VARIABLES: THE CASE OF BANKRUPTCY PREDICTION (1990)A Reexamination of Auditor versus Model Accuracy within the Context of the Going‐Concern Opinion Decision* (1994)Tests of the generalizability of Altman's bankruptcy prediction model (2001)Macroeconomics and Reality (1980)Discrete Choice Methods with Simulation (2001)The Assessment of Company Solvency and Performance Using a Statistical Model (1983)The Analysis and Use of Financial Ratios: A Review Article (1987)The robust beauty of improper linear models in decision making. (1979)A neural network model for bankruptcy prediction (1990)Credit rating analysis with support vector machines and neural networks: a market comparative study (2003)Methodological Issues Related to the Estimation of Financial Distress Prediction Models (1984)In Search of Distress Risk (2008)The Effect of Audit Quality on Earnings Management* (1998)Forecasting Bankruptcy More Accurately: A Simple Hazard Model (2001)ASSESSING THE VULNERABILITY TO FAILURE OF AMERICAN INDUSTRIAL FIRMS: A LOGISTIC ANALYSIS (1985)Research Methods in Accounting (2003)Modelling Credit Risk for SMEs: Evidence from the U.S. Market (2007)Managerial incentives and risk-taking☆ (2005)How does financial reporting quality relate to investment efficiency? (2009)
this work references cited by second hop

References

  • 1968FINANCIAL RATIOS, DISCRIMINANT ANALYSIS AND THE PREDICTION OF CORPORATE BANKRUPTCY14,869 cited
  • 1972Conditional logit analysis of qualitative choice behavior14,281 cited
  • 1980Financial Ratios and the Probabilistic Prediction of Bankruptcy6,005 cited
  • 1966Financial Ratios As Predictors of Failure4,753 cited
  • 1972A Discriminant Analysis of Predictors of Business Failure1,168 cited
  • 1985Introducing Recursive Partitioning for Financial Classification: The Case of Financial Distress748 cited
  • 1974Failing Company Discriminant Analysis617 cited
  • 1991Modeling Legal Argument: Reasoning with Cases and Hypotheticals550 cited
  • 1987CURRENT TECHNIQUES IN BANKRUPTCY PREDICTION350 cited
  • 1981An Empirical Analysis of Useful Financial Ratios349 cited
  • 1980Ratio Stability and Corporate Failure293 cited
  • 1983Application of Classification Techniques in Business, Banking and Finance.246 cited
  • 1995Effectiveness of neural network types for prediction of business failure202 cited

Cited by

  • 2008Ranking-order case-based reasoning for financial distress prediction141 cited
  • 2007A practical approach to credit scoring

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126 cited
  • 2008A binary classification method for bankruptcy prediction117 cited
  • 2009A hybrid approach based on the combination of variable selection using decision trees and case-based reasoning using the Mahalanobis distance: For bankruptcy prediction116 cited
  • 2011The prediction for listed companies’ financial distress by using multiple prediction methods with rough set and Dempster–Shafer evidence theory105 cited
  • 2008Gaussian case-based reasoning for business failure prediction with empirical data in China97 cited
  • 2007Financial distress prediction based on OR-CBR in the principle of k-nearest neighbors91 cited
  • 2020CUS-heterogeneous ensemble-based financial distress prediction for imbalanced dataset with ensemble feature selection91 cited
  • 2009Predicting business failure using multiple case-based reasoning combined with support vector machine88 cited
  • 2001The cluster-indexing method for case-based reasoning using self-organizing maps and learning vector quantization for bond rating cases88 cited
  • 2012Classifiers selection in ensembles using genetic algorithms for bankruptcy prediction87 cited
  • 2016Performance Comparison of Multiple Discriminant Analysis and Logit Models in Bankruptcy Prediction86 cited
  • 2010The use of hybrid manifold learning and support vector machines in the prediction of business failure83 cited
  • 2007Developing a business failure prediction model via RST, GRA and CBR80 cited
  • 2007Predicting financial activity with evolutionary fuzzy case-based reasoning78 cited
  • 2013Application of hybrid case-based reasoning for enhanced performance in bankruptcy prediction75 cited