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Credit risk prediction: A comparative study between discriminant analysis and the neural network approach
16 references·3 citing·32 second hop
Credit risk prediction: A comparative study between discriminant analysis and the neural network approach (2015)Credit risk prediction: A comparative stu…Credit risk assessment model for Jordanian commercial banks: Neural scoring approach (2014)Credit risk assessment model …The performance of insolvency prediction and credit risk models in the UK: a comparative study (2013)The performance of insolvency…Hybrid system with genetic algorithm and artificial neural networks and its application to retail credit risk assessment (2012)Hybrid system with genetic al…Credit risk evaluation using neural networks: Emotional versus conventional models (2011)Credit risk evaluation using …Neural networks for credit risk evaluation: Investigation of different neural models and learning schemes (2010)Neural networks for credit ri…Consumer credit scoring models with limited data (2008)Consumer credit scoring model…A neural network approach for credit risk evaluation (2007)A neural network approach for…Credit rating analysis with support vector machines and neural networks: a market comparative study (2003)Credit rating analysis with s…Neural network credit scoring models (2000)Neural network credit scoring…A comparison of neural networks and linear scoring models in the credit union environment (1996)A comparison of neural networ…Corporate distress diagnosis: Comparisons using linear discriminant analysis and neural networks (the Italian experience) (1994)Corporate distress diagnosis:…Recognizing Financial Distress Patterns Using a Neural Network Tool (1993)Recognizing Financial Distres…Neural network models and the prediction of bank bankruptcy (1991)Neural network models and the…ZETATM analysis A new model to identify bankruptcy risk of corporations (1977)ZETATM analysis A new model t…Distributions of Financial Accounting Ratios: Some Empirical Evidence. (1976)Distributions of Financial Ac…Financial Ratios As Predictors of Failure (1966)Financial Ratios As Predictor…A predictive intelligence system of credit scoring based on deep multiple kernel learning (2021)A predictive intelligence sys…Credit Rating Forecasting Using Machine Learning Techniques (2019)Credit Rating Forecasting Usi…Credit Risk Prediction Using Artificial Neural Network Algorithm (2018)Credit Risk Prediction Using …Benchmarking state-of-the-art classification algorithms for credit scoring (2003)Forecasting stock market movement direction with support vector machine (2004)Bankruptcy visualization and prediction using neural networks: A study of U.S. commercial banks (2014)Investigation and improvement of multi-layer perceptron neural networks for credit scoring (2014)FINANCIAL RATIOS, DISCRIMINANT ANALYSIS AND THE PREDICTION OF CORPORATE BANKRUPTCY (1968)An Empirical Test of Financial Ratio Analysis for Small Business Failure Prediction (1972)Early warning of bank failure (1977)Artificial neural network models for forecasting and decision making (1994)Bankruptcy forecasting: An empirical comparison of AdaBoost and neural networks (2008)Predicting bank financial failures using neural networks, support vector machines and multivariate statistical methods: A comparative analysis in the sample of savings deposit insurance fund (SDIF) transferred banks in Turkey (2008)A Stochastic Approximation Method (1951)Managerial Applications of Neural Networks: The Case of Bank Failure Predictions (1992)A comparative assessment of ensemble learning for credit scoring (2010)CREDIT SCORING, STATISTICAL TECHNIQUES AND EVALUATION CRITERIA: A REVIEW OF THE LITERATURE (2011)Machine learning for credit scoring: Improving logistic regression with non-linear decision-tree effects (2021)Financial Ratios and the Probabilistic Prediction of Bankruptcy (1980)Methodological Issues Related to the Estimation of Financial Distress Prediction Models (1984)International Business Cycles and the ERM: Is There a European Business Cycle? (1997)Comparative study of stock trend prediction using time delay, recurrent and probabilistic neural networks (1998)A comparative survey of artificial intelligence applications in finance: artificial neural networks, expert system and hybrid intelligent systems (2010)A Discriminant Analysis of Predictors of Business Failure (1972)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)The Economics of Education (1980)Proceedings of the International Joint Conference on Neural Networks, 2003. (2003)Machine Learning in Financial Crisis Prediction: A Survey (2011)Stock market index prediction using artificial neural network (2016)Forecasting Bankruptcy More Accurately: A Simple Hazard Model (2001)In Search of Distress Risk (2008)The effects of government ownership on bank lending (2003)Bankruptcy prediction in banks and firms via statistical and intelligent techniques – A review (2006)
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References

  • 1966Financial Ratios As Predictors of Failure4,753 cited
  • 1977ZETATM analysis A new model to identify bankruptcy risk of corporations1,812 cited
  • 1994Corporate distress diagnosis: Comparisons using linear discriminant analysis and neural networks (the Italian experience)1,059 cited
  • 2000Neural network credit scoring models1,032 cited
  • 2003Credit rating analysis with support vector machines and neural networks: a market comparative study1,017 cited
  • 1996A comparison of neural networks and linear scoring models in the credit union environment522 cited
  • 1993Recognizing Financial Distress Patterns Using a Neural Network Tool470 cited
  • 2007A neural network approach for credit risk evaluation350 cited
  • 1991Neural network models and the prediction of bank bankruptcy301 cited
  • 2010Neural networks for credit risk evaluation: Investigation of different neural models and learning schemes236 cited
  • 2012Hybrid system with genetic algorithm and artificial neural networks and its application to retail credit risk assessment198 cited
  • 1976Distributions of Financial Accounting Ratios: Some Empirical Evidence.174 cited
  • 2014Credit risk assessment model for Jordanian commercial banks: Neural scoring approach150 cited
  • 2008Consumer credit scoring models with limited data130 cited

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  • 2013The performance of insolvency prediction and credit risk models in the UK: a comparative study105 cited
  • 2011Credit risk evaluation using neural networks: Emotional versus conventional models102 cited
  • Cited by

    • 2021A predictive intelligence system of credit scoring based on deep multiple kernel learning32 cited
    • 2019Credit Rating Forecasting Using Machine Learning Techniques29 cited
    • 2018Credit Risk Prediction Using Artificial Neural Network Algorithm21 cited