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The dilemma of accuracy in bankruptcy prediction: a new approach using explainable AI techniques to predict corporate crises
16 references·0 citing·25 second hop
The dilemma of accuracy in bankruptcy prediction: a new approach using explainable AI techniques to predict corporate crises (2024)The dilemma of accuracy in bankruptcy pre…Deep learning models for bankruptcy prediction using textual disclosures (2018)Deep learning models for bank…Machine learning models and bankruptcy prediction (2017)Machine learning models and b…Financial ratios and corporate governance indicators in bankruptcy prediction: A comprehensive study (2016)Financial ratios and corporat…Using neural network ensembles for bankruptcy prediction and credit scoring (2007)Using neural network ensemble…A Review of Bankruptcy Prediction Studies: 1930 to Present (2006)A Review of Bankruptcy Predic…Corporate Financial Distress and Bankruptcy (2005)Corporate Financial Distress …Predicting corporate failure: empirical evidence for the UK (2004)Predicting corporate failure:…An application of support vector machines in bankruptcy prediction model (2004)An application of support vec…Credit rating analysis with support vector machines and neural networks: a market comparative study (2003)Credit rating analysis with s…Bankruptcy prediction for credit risk using neural networks: A survey and new results (2001)Bankruptcy prediction for cre…Bankruptcy classification errors in the 1980s: An empirical analysis of Altman's and Ohlson's models (1996)Bankruptcy classification err…Managerial Applications of Neural Networks: The Case of Bank Failure Predictions (1992)Managerial Applications of Ne…Methodological Issues Related to the Estimation of Financial Distress Prediction Models (1984)Methodological Issues Related…Financial Ratios and the Probabilistic Prediction of Bankruptcy (1980)Financial Ratios and the Prob…A Discriminant Analysis of Predictors of Business Failure (1972)A Discriminant Analysis of Pr…Financial Ratios As Predictors of Failure (1966)Financial Ratios As Predictor…FINANCIAL RATIOS, DISCRIMINANT ANALYSIS AND THE PREDICTION OF CORPORATE BANKRUPTCY (1968)The robust beauty of improper linear models in decision making. (1979)A neural network model for bankruptcy prediction (1990)Limited-dependent and qualitative variables in econometrics (1983)Forecasting Bankruptcy More Accurately: A Simple Hazard Model (2001)Do Managers Withhold Bad News? (2008)In Search of Distress Risk (2008)Conditional logit analysis of qualitative choice behavior (1972)The Effect of Audit Quality on Earnings Management* (1998)A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting (1997)Machine Learning in Banking Risk Management: A Literature Review (2019)Statistical and machine learning models in credit scoring: A systematic literature survey (2020)CatBoost model and artificial intelligence techniques for corporate failure prediction (2021)Forecasting with artificial neural networks: (1998)Neural network credit scoring models (2000)Application of data mining techniques in customer relationship management: A literature review and classification (2008)Bankruptcy prediction using support vector machine with optimal choice of kernel function parameters (2005)Credit scoring with a data mining approach based on support vector machines (2006)Consumer credit-risk models via machine-learning algorithms (2010)A comparative survey of artificial intelligence applications in finance: artificial neural networks, expert system and hybrid intelligent systems (2010)CREDIT SCORING, STATISTICAL TECHNIQUES AND EVALUATION CRITERIA: A REVIEW OF THE LITERATURE (2011)Ensemble boosted trees with synthetic features generation in application to bankruptcy prediction (2016)Is the Risk of Bankruptcy a Systematic Risk? (1998)The Long‐Run Stock Returns Following Bond Ratings Changes (2001)The effects of government ownership on bank lending (2003)
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References

  • 1980Financial Ratios and the Probabilistic Prediction of Bankruptcy6,005 cited
  • 1966Financial Ratios As Predictors of Failure4,753 cited
  • 1984Methodological Issues Related to the Estimation of Financial Distress Prediction Models2,889 cited
  • 1972A Discriminant Analysis of Predictors of Business Failure1,168 cited
  • 1992Managerial Applications of Neural Networks: The Case of Bank Failure Predictions1,121 cited
  • 2003Credit rating analysis with support vector machines and neural networks: a market comparative study1,017 cited
  • 2017Machine learning models and bankruptcy prediction952 cited
  • 2004An application of support vector machines in bankruptcy prediction model809 cited
  • 2005Corporate Financial Distress and Bankruptcy759 cited
  • 2001Bankruptcy prediction for credit risk using neural networks: A survey and new results696 cited
  • 2007Using neural network ensembles for bankruptcy prediction and credit scoring514 cited
  • 2018Deep learning models for bankruptcy prediction using textual disclosures480 cited
  • 2004Predicting corporate failure: empirical evidence for the UK429 cited
  • 1996Bankruptcy classification errors in the 1980s: An empirical analysis of Altman's and Ohlson's models402 cited
  • 2016

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Financial ratios and corporate governance indicators in bankruptcy prediction: A comprehensive study
399 cited
  • 2006A Review of Bankruptcy Prediction Studies: 1930 to Present397 cited
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