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A new two-stage hybrid approach of credit risk in banking industry
16 references·16 citing·33 second hopsampled
A new two-stage hybrid approach of credit risk in banking industry (2008)A new two-stage hybrid approach of credit…The comparisons of data mining techniques for the predictive accuracy of probability of default of credit card clients (2008)The comparisons of data minin…A two-stage hybrid credit scoring model using artificial neural networks and multivariate adaptive regression splines (2005)A two-stage hybrid credit sco…Benchmarking state-of-the-art classification algorithms for credit scoring (2003)Benchmarking state-of-the-art…Multicriteria classification and sorting methods: A literature review (2002)Multicriteria classification …Financial Forecasting Using Support Vector Machines (2001)Financial Forecasting Using S…Application of support vector machines in financial time series forecasting (2001)Application of support vector…Corporate governance in the Asian financial crisis (2000)Corporate governance in the A…A comparative anatomy of credit risk models (2000)A comparative anatomy of cred…Corporate Ownership Around the World (1999)Corporate Ownership Around th…Credit risk measurement: Developments over the last 20 years (1997)Credit risk measurement: Deve…A survey of business failures with an emphasis on prediction methods and industrial applications (1996)A survey of business failures…Managerial Applications of Neural Networks: The Case of Bank Failure Predictions (1992)Managerial Applications of Ne…Management ownership and market valuation (1988)Management ownership and mark…ON THE PRICING OF CORPORATE DEBT: THE RISK STRUCTURE OF INTEREST RATES* (1974)ON THE PRICING OF CORPORATE D…On the Pricing of Corporate Debt: The Risk Structure of Interest Rates (1974)On the Pricing of Corporate D…Financial Ratios As Predictors of Failure (1966)Financial Ratios As Predictor…Bankruptcy Prediction for Micro and Small Enterprises Using Financial, Non-Financial, Business Sector and Macroeconomic Variables: The Case of the Lithuanian Construction Sector (2023)Bankruptcy Prediction for Mic…A novel two-stage hybrid default prediction model with k-means clustering and support vector domain description (2021)A novel two-stage hybrid defa…Predicting bankruptcy in construction business: Traditional model validation and formulation of a new model (2019)Predicting bankruptcy in cons…Hybrid Model for Credit Risk Prediction: An Application of Neural Network Approaches (2019)Hybrid Model for Credit Risk …Systemic banking crisis early warning systems using dynamic Bayesian networks (2016)Systemic banking crisis early…Statistical and data mining methods in credit scoring (2016)Statistical and data mining m…Predicting creditworthiness in retail banking with limited scoring data (2016)Predicting creditworthiness i…Predicting China’s SME Credit Risk in Supply Chain Financing by Logistic Regression, Artificial Neural Network and Hybrid Models (2016)Predicting China’s SME Credit…Financial innovation: Credit default hybrid model for SME lending (2016)Financial innovation: Credit …Credit scoring using ensemble of various classifiers on reduced feature set (2015)Credit scoring using ensemble…Customer credit scoring based on HMM/GMDH hybrid model (2012)Customer credit scoring based…Change point determination for a multivariate process using a two-stage hybrid scheme (2012)Change point determination fo…An Overview of Personal Credit Scoring: Techniques and Future Work (2012)An Overview of Personal Credi…Credit Risk Estimation Model Development Process: Main Steps and Model Improvement (2011)Credit Risk Estimation Model …The study of a forecasting sales model for fresh food (2010)The study of a forecasting sa…Is grey relational analysis superior to the conventional techniques in predicting financial crisis? (2010)Is grey relational analysis s…Theory of the firm: Managerial behavior, agency costs and ownership structure (1976)Agency Problems and the Theory of the Firm (1980)Separation of Ownership and Control (1983)Neural network credit scoring models (2000)Credit scoring with a data mining approach based on support vector machines (2006)A boosted decision tree approach using Bayesian hyper-parameter optimization for credit scoring (2017)FINANCIAL RATIOS, DISCRIMINANT ANALYSIS AND THE PREDICTION OF CORPORATE BANKRUPTCY (1968)Forecasting with artificial neural networks: (1998)Application of data mining techniques in customer relationship management: A literature review and classification (2008)Statistical Classification Methods in Consumer Credit Scoring: A Review (1997)Machine Learning in Financial Crisis Prediction: A Survey (2011)Machine Learning in Banking Risk Management: A Literature Review (2019)A Review on Fairness in Machine Learning (2022)The Cost of Capital, Corporation Finance and the Theory of Investment (1958)EFFICIENT CAPITAL MARKETS: A REVIEW OF THEORY AND EMPIRICAL WORK* (1970)The Pricing of Options and Corporate Liabilities (1973)Option pricing when underlying stock returns are discontinuous (1976)The valuation of options for alternative stochastic processes (1976)An equilibrium characterization of the term structure (1977)A Survey of Corporate Governance (1997)Law and Finance (1998)Investor protection and corporate governance (2000)Investor Protection and Corporate Valuation (2002)Law, finance, and economic growth in China (2005)The cost of capital, corporation finance and the theory of investment (2008)Support vector machine with adaptive parameters in financial time series forecasting (2003)Forecasting stock market movement direction with support vector machine (2004)Assessing bank efficiency and performance with operational research and artificial intelligence techniques: A survey (2009)Financial Ratios and the Probabilistic Prediction of Bankruptcy (1980)Methodological Issues Related to the Estimation of Financial Distress Prediction Models (1984)In Search of Distress Risk (2008)The separation of ownership and control in East Asian Corporations (2000)Earnings management and investor protection: an international comparison (2003)
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References

  • 1974ON THE PRICING OF CORPORATE DEBT: THE RISK STRUCTURE OF INTEREST RATES*10,779 cited
  • 1999Corporate Ownership Around the World10,565 cited
  • 1988Management ownership and market valuation6,910 cited
  • 1966Financial Ratios As Predictors of Failure4,753 cited
  • 1974On the Pricing of Corporate Debt: The Risk Structure of Interest Rates2,752 cited
  • 2000Corporate governance in the Asian financial crisis1,864 cited
  • 2001Application of support vector machines in financial time series forecasting1,270 cited
  • 1992Managerial Applications of Neural Networks: The Case of Bank Failure Predictions1,121 cited
  • 2003Benchmarking state-of-the-art classification algorithms for credit scoring903 cited
  • 2008The comparisons of data mining techniques for the predictive accuracy of probability of default of credit card clients881 cited
  • 1997Credit risk measurement: Developments over the last 20 years806 cited
  • 2000A comparative anatomy of credit risk models719 cited
  • 2002Multicriteria classification and sorting methods: A literature review686 cited
  • 1996A survey of business failures with an emphasis on prediction methods and industrial applications591 cited
  • 2001Financial Forecasting Using Support Vector Machines

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392 cited
  • 2005A two-stage hybrid credit scoring model using artificial neural networks and multivariate adaptive regression splines389 cited
  • Cited by

    • 2016Predicting China’s SME Credit Risk in Supply Chain Financing by Logistic Regression, Artificial Neural Network and Hybrid Models92 cited
    • 2010The study of a forecasting sales model for fresh food89 cited
    • 2016Financial innovation: Credit default hybrid model for SME lending79 cited
    • 2012An Overview of Personal Credit Scoring: Techniques and Future Work66 cited
    • 2016Systemic banking crisis early warning systems using dynamic Bayesian networks59 cited
    • 2016Predicting creditworthiness in retail banking with limited scoring data54 cited
    • 2021A novel two-stage hybrid default prediction model with k-means clustering and support vector domain description48 cited
    • 2019Hybrid Model for Credit Risk Prediction: An Application of Neural Network Approaches47 cited
    • 2010Is grey relational analysis superior to the conventional techniques in predicting financial crisis?45 cited
    • 2019Predicting bankruptcy in construction business: Traditional model validation and formulation of a new model31 cited
    • 2012Customer credit scoring based on HMM/GMDH hybrid model31 cited
    • 2012Change point determination for a multivariate process using a two-stage hybrid scheme30 cited
    • 2023Bankruptcy Prediction for Micro and Small Enterprises Using Financial, Non-Financial, Business Sector and Macroeconomic Variables: The Case of the Lithuanian Construction Sector28 cited
    • 2016Statistical and data mining methods in credit scoring25 cited
    • 2011Credit Risk Estimation Model Development Process: Main Steps and Model Improvement25 cited
    • 2015Credit scoring using ensemble of various classifiers on reduced feature set22 cited