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A Comparative Study of Machine Learning Approaches for Non Performing Loan Prediction
14 references·0 citing·35 second hop
A Comparative Study of Machine Learning Approaches for Non Performing Loan Prediction (2021)A Comparative Study of Machine Learning A…E.T.-RNN (2019)E.T.-RNNThe Economic Impact of Reducing Non-Performing Loans (2018)The Economic Impact of Reduci…A comparative study on base classifiers in ensemble methods for credit scoring (2016)A comparative study on base c…Enhanced default risk models with SVM+ (2012)Enhanced default risk models …Feature selection using Bayesian and multiclass Support Vector Machines approaches: Application to bank risk prediction (2011)Feature selection using Bayes…Emerging market corporate bonds — a scoring system (1998)Emerging market corporate bon…Financial Institutions Management: A Risk Management Approach (1996)Financial Institutions Manage…A factor-analytic approach to bank condition (1985)A factor-analytic approach to…Financial Ratios and the Probabilistic Prediction of Bankruptcy (1980)Financial Ratios and the Prob…Early warning of bank failure (1977)Early warning of bank failureA Discriminant Analysis of Predictors of Business Failure (1972)A Discriminant Analysis of Pr…PREDICTION OF BANK FAILURES (1970)PREDICTION OF BANK FAILURESFINANCIAL RATIOS, DISCRIMINANT ANALYSIS AND THE PREDICTION OF CORPORATE BANKRUPTCY (1968)FINANCIAL RATIOS, DISCRIMINAN…Financial Ratios As Predictors of Failure (1966)Financial Ratios As Predictor…Modern factor analysis (1960)Modern Factor Analysis (1968)Econometric Models and Economic Forecasts (1990)Financial crises and bank failures: A review of prediction methods (2009)The economy, tourism growth and corporate performance in the Taiwanese hotel industry (2009)A hybrid fuzzy time series model based on granular computing for stock price forecasting (2014)Conditional logit analysis of qualitative choice behavior (1972)The Effect of Audit Quality on Earnings Management* (1998)Forecasting Bankruptcy More Accurately: A Simple Hazard Model (2001)Crime and Punishment: An Economic Approach (1968)A MULTIVARIATE STATISTICAL ANALYSIS OF THE CHARACTERISTICS OF PROBLEM BANKS (1975)Prediction of financial distress: An empirical study of listed Chinese companies using data mining (2014)Ensemble boosted trees with synthetic features generation in application to bankruptcy prediction (2016)Statistical Classification Methods in Consumer Credit Scoring: A Review (1997)Benchmarking state-of-the-art classification algorithms for credit scoring: An update of research (2015)A novel heterogeneous ensemble credit scoring model based on bstacking approach (2017)What's In A Name? Malay Seals As Onomastic Sources (2018)Machine learning-driven credit risk: a systemic review (2022)Operational Research and Artificial Intelligence Methods in Banking (2022)Introducing Recursive Partitioning for Financial Classification: The Case of Financial Distress (1985)Credit risk measurement: Developments over the last 20 years (1997)Bankruptcy prediction using support vector machine with optimal choice of kernel function parameters (2005)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)Loan Sales and Relationship Banking (2008)Bank regulatory capital and liquidity: Evidence from US and European publicly traded banks (2013)Bank Liquidity Risk and Performance (2017)Managerial incentives and risk-taking☆ (2005)How does financial reporting quality relate to investment efficiency? (2009)Applications of Distress Prediction Models: What Have We Learned After 50 Years from the Z-Score Models? (2018)Corporate social responsibility engagement of financially distressed firms and their bankruptcy likelihood (2018)Prediction of bank credit worthiness through credit risk analysis: an explainable machine learning study (2024)
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References

  • 1968FINANCIAL RATIOS, DISCRIMINANT ANALYSIS AND THE PREDICTION OF CORPORATE BANKRUPTCY14,869 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
  • 1977Early warning of bank failure960 cited
  • 1970PREDICTION OF BANK FAILURES501 cited
  • 1996Financial Institutions Management: A Risk Management Approach477 cited
  • 2016A comparative study on base classifiers in ensemble methods for credit scoring248 cited
  • 1985A factor-analytic approach to bank condition196 cited
  • 1998Emerging market corporate bonds — a scoring system127 cited
  • 2019E.T.-RNN100 cited
  • 2018The Economic Impact of Reducing Non-Performing Loans97 cited
  • 2012Enhanced default risk models with SVM+62 cited
  • 2011Feature selection using Bayesian and multiclass Support Vector Machines approaches: Application to bank risk prediction33 cited

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