SZodixStudyAcademic Library
ShelvesOpen access
Study · an open academic library·Metadata from OpenAlex (CC0)·Shelves·OpenAlex metadata, de-duplicated
Bayesian credit ratings: A random forest alternative approach
16 references·1 citing·28 second hop
Bayesian credit ratings: A random forest alternative approach (2016)Bayesian credit ratings: A random forest …CREDIT SCORING, STATISTICAL TECHNIQUES AND EVALUATION CRITERIA: A REVIEW OF THE LITERATURE (2011)CREDIT SCORING, STATISTICAL T…Credit risk assessment with a multistage neural network ensemble learning approach (2007)Credit risk assessment with a…Credit scoring with a data mining approach based on support vector machines (2006)Credit scoring with a data mi…Credit Risk Scorecards: Developing and Implementing Intelligent Credit Scoring (2005)Credit Risk Scorecards: Devel…Building credit scoring models using genetic programming (2005)Building credit scoring model…A two-stage hybrid credit scoring model using artificial neural networks and multivariate adaptive regression splines (2005)A two-stage hybrid credit sco…The role of non-financial factors in internal credit ratings (2004)The role of non-financial fac…Credit rating analysis with support vector machines and neural networks: a market comparative study (2003)Credit rating analysis with s…Benchmarking state-of-the-art classification algorithms for credit scoring (2003)Benchmarking state-of-the-art…Credit scoring using the hybrid neural discriminant technique (2002)Credit scoring using the hybr…Neural network credit scoring models (2000)Neural network credit scoring…A survey of credit and behavioural scoring: forecasting financial risk of lending to consumers (2000)A survey of credit and behavi…Statistical Classification Methods in Consumer Credit Scoring: A Review (1997)Statistical Classification Me…A comparison of neural networks and linear scoring models in the credit union environment (1996)A comparison of neural networ…Multivariate Normality and Forecasting of Business Bankruptcy (1987)Multivariate Normality and Fo…FINANCIAL RATIOS, DISCRIMINANT ANALYSIS AND THE PREDICTION OF CORPORATE BANKRUPTCY (1968)FINANCIAL RATIOS, DISCRIMINAN…RETRACTED ARTICLE: Analyzing online consumer purchase psychology through hybrid machine learning (2022)RETRACTED ARTICLE: Analyzing …Applied Statistical Decision Theory (1962)Econometric Models and Economic Forecasts (1990)Business intelligence in banking: A literature analysis from 2002 to 2013 using text mining and latent Dirichlet allocation (2014)Determinants of Default in P2P Lending (2015)Statistical and machine learning models in credit scoring: A systematic literature survey (2020)The Pricing of Options and Corporate Liabilities (1973)Managerial Applications of Neural Networks: The Case of Bank Failure Predictions (1992)Corporate distress diagnosis: Comparisons using linear discriminant analysis and neural networks (the Italian experience) (1994)Recent developments in consumer credit risk assessment (2007)A comparative assessment of ensemble learning for credit scoring (2010)A Stochastic Approximation Method (1951)Machine learning for credit scoring: Improving logistic regression with non-linear decision-tree effects (2021)A Discriminant Analysis of Predictors of Business Failure (1972)Bankruptcy prediction using support vector machine with optimal choice of kernel function parameters (2005)Assessing bank efficiency and performance with operational research and artificial intelligence techniques: A survey (2009)Consumer credit-risk models via machine-learning algorithms (2010)ON THE PRICING OF CORPORATE DEBT: THE RISK STRUCTURE OF INTEREST RATES* (1974)Financial Intermediation and Delegated Monitoring (1984)Emotional Returns and Emotional Costs in Privately Held Family Businesses: Advancing Traditional Business Valuation (2008)The value of non-financial information in SME risk management (2010)Hazardous Times for Monetary Policy: What Do Twenty-Three Million Bank Loans Say About the Effects of Monetary Policy on Credit Risk-Taking? (2014)The comparisons of data mining techniques for the predictive accuracy of probability of default of credit card clients (2008)A boosted decision tree approach using Bayesian hyper-parameter optimization for credit scoring (2017)A comparative survey of artificial intelligence applications in finance: artificial neural networks, expert system and hybrid intelligent systems (2010)Machine behaviour (2019)Financial Ratios and the Probabilistic Prediction of Bankruptcy (1980)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
  • 1997Statistical Classification Methods in Consumer Credit Scoring: A Review1,039 cited
  • 2000Neural network credit scoring models1,032 cited
  • 2003Credit rating analysis with support vector machines and neural networks: a market comparative study1,017 cited
  • 2003Benchmarking state-of-the-art classification algorithms for credit scoring903 cited
  • 2006Credit scoring with a data mining approach based on support vector machines805 cited
  • 2000A survey of credit and behavioural scoring: forecasting financial risk of lending to consumers744 cited
  • 1996A comparison of neural networks and linear scoring models in the credit union environment522 cited
  • 2004The role of non-financial factors in internal credit ratings438 cited
  • 2011CREDIT SCORING, STATISTICAL TECHNIQUES AND EVALUATION CRITERIA: A REVIEW OF THE LITERATURE409 cited
  • 2005A two-stage hybrid credit scoring model using artificial neural networks and multivariate adaptive regression splines389 cited
  • 2005Credit Risk Scorecards: Developing and Implementing Intelligent Credit Scoring381 cited
  • 2005Building credit scoring models using genetic programming356 cited
  • 2002Credit scoring using the hybrid neural discriminant technique

Only edges whose both ends are imported exist here. Widen the year window, or show the whole map. Back to the work

355 cited
  • 1987Multivariate Normality and Forecasting of Business Bankruptcy354 cited
  • 2007Credit risk assessment with a multistage neural network ensemble learning approach310 cited
  • Cited by

    • 2022RETRACTED ARTICLE: Analyzing online consumer purchase psychology through hybrid machine learning6 cited