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A neural network classification of credit applicants in consumer credit scoring
9 references·0 citing·34 second hop
A neural network classification of credit applicants in consumer credit scoring (2006)A neural network classification of credit…Multinomial model in consumer credit scoring (2004)Multinomial model in consumer…Neural network credit scoring models (2000)Neural network credit scoring…Credit scoring using neural and evolutionary techniques (2000)Credit scoring using neural a…Credit Risk Assessment Using Statistical and Machine Learning: Basic Methodology and Risk Modeling Applications (2000)Credit Risk Assessment Using …Financial credit-risk evaluation with neural and neurofuzzy systems (1999)Financial credit-risk evaluat…Statistical Classification Methods in Consumer Credit Scoring: A Review (1997)Statistical Classification Me…Credit-scoring models in the credit-union environment using neural networks and genetic algorithms (1997)Credit-scoring models in the …A comparison of neural networks and linear scoring models in the credit union environment (1996)A comparison of neural networ…Predicting corporate bankruptcy and financial distress: Information value added by multinomial logit models (1994)Predicting corporate bankrupt…The Pricing of Options and Corporate Liabilities (1973)Theory of Rational Option Pricing (1973)A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting (1997)Supply chain risk management and artificial intelligence: state of the art and future research directions (2018)Machine Learning in Banking Risk Management: A Literature Review (2019)Artificial intelligence applications in supply chain management (2021)Conditional logit analysis of qualitative choice behavior (1972)Financial Ratios and the Probabilistic Prediction of Bankruptcy (1980)Limited-Dependent and Qualitative Variables in Econometrics (1983)Predicting Corporate Failure in the UK: A Multidimensional Scaling Approach (2004)Value of information analysis: the state of application (2013)Artificial intelligence and machine learning in finance: A bibliometric review (2022)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)Information Choice and Utilization in an Experiment on Default Prediction (1980)A fuzzy neural network for assessing the risk of fraudulent financial reporting (2003)A comparative survey of artificial intelligence applications in finance: artificial neural networks, expert system and hybrid intelligent systems (2010)Credit scoring models for the microfinance industry using neural networks: Evidence from Peru (2012)Corporate distress diagnosis: Comparisons using linear discriminant analysis and neural networks (the Italian experience) (1994)Benchmarking state-of-the-art classification algorithms for credit scoring (2003)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)Intellectual capital and corporate performance in Iranian pharmaceutical industry (2012)A survey of the issues in consumer credit modelling research (2005)A credit scoring model for Vietnam's retail banking market (2007)A literature review on the application of evolutionary computing to credit scoring (2012)The comparisons of data mining techniques for the predictive accuracy of probability of default of credit card clients (2008)Consumer credit-risk models via machine-learning algorithms (2010)A boosted decision tree approach using Bayesian hyper-parameter optimization for credit scoring (2017)A trust-based bio-inspired approach for credit lending decisions (2012)Bayesian credit ratings: A random forest alternative approach (2016)
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References

  • 1997Statistical Classification Methods in Consumer Credit Scoring: A Review1,039 cited
  • 2000Neural network credit scoring models1,032 cited
  • 1996A comparison of neural networks and linear scoring models in the credit union environment522 cited
  • 2000Credit Risk Assessment Using Statistical and Machine Learning: Basic Methodology and Risk Modeling Applications257 cited
  • 1999Financial credit-risk evaluation with neural and neurofuzzy systems236 cited
  • 1997Credit-scoring models in the credit-union environment using neural networks and genetic algorithms151 cited
  • 2000Credit scoring using neural and evolutionary techniques151 cited
  • 1994Predicting corporate bankruptcy and financial distress: Information value added by multinomial logit models119 cited
  • 2004Multinomial model in consumer credit scoring17 cited

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