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Modeling credit scoring using neural network ensembles
16 references·3 citing·37 second hop
Modeling credit scoring using neural network ensembles (2014)Modeling credit scoring using neural netw…Machine Learning in Financial Crisis Prediction: A Survey (2011)Machine Learning in Financial…Ensemble with neural networks for bankruptcy prediction (2009)Ensemble with neural networks…Bankruptcy prediction in banks and firms via statistical and intelligent techniques – A review (2006)Bankruptcy prediction in bank…Hybrid mining approach in the design of credit scoring models (2005)Hybrid mining approach in the…35 years of studies on business failure: an overview of the classic statistical methodologies and their related problems (2005)35 years of studies on busine…Neural network ensemble strategies for financial decision applications (2004)Neural network ensemble strat…An application of support vector machines in bankruptcy prediction model (2004)An application of support vec…Credit rating analysis with support vector machines and neural networks: a market comparative study (2003)Credit rating analysis with s…Differentiating between good credits and bad credits using neuro-fuzzy systems (2002)Differentiating between good …Artificial neural networks in bankruptcy prediction: General framework and cross-validation analysis (1999)Artificial neural networks in…Bankruptcy prediction using case-based reasoning, neural networks, and discriminant analysis (1997)Bankruptcy prediction using c…A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting (1997)A Decision-Theoretic Generali…Corporate distress diagnosis: Comparisons using linear discriminant analysis and neural networks (the Italian experience) (1994)Corporate distress diagnosis:…A neural network model for bankruptcy prediction (1990)A neural network model for ba…Methodological Issues Related to the Estimation of Financial Distress Prediction Models (1984)Methodological Issues Related…FINANCIAL RATIOS, DISCRIMINANT ANALYSIS AND THE PREDICTION OF CORPORATE BANKRUPTCY (1968)FINANCIAL RATIOS, DISCRIMINAN…A predictive intelligence system of credit scoring based on deep multiple kernel learning (2021)A predictive intelligence sys…Prediction of the Bankruptcy of Slovak Companies Using Neural Networks with SMOTE (2020)Prediction of the Bankruptcy …Credit rating system for small businesses using the K-S test to select an indicator system (2018)Credit rating system for smal…Financial Ratios As Predictors of Failure (1966)Financial Ratios and the Probabilistic Prediction of Bankruptcy (1980)Bankruptcy prediction for credit risk using neural networks: A survey and new results (2001)Application of data mining techniques in customer relationship management: A literature review and classification (2008)Artificial intelligence and business models in the sustainable development goals perspective: A systematic literature review (2020)Limited-dependent and qualitative variables in econometrics (1983)Forecasting Bankruptcy More Accurately: A Simple Hazard Model (2001)Do Managers Withhold Bad News? 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References

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  • 1968FINANCIAL RATIOS, DISCRIMINANT ANALYSIS AND THE PREDICTION OF CORPORATE BANKRUPTCY14,869 cited
  • 1984Methodological Issues Related to the Estimation of Financial Distress Prediction Models2,889 cited
  • 2006Bankruptcy prediction in banks and firms via statistical and intelligent techniques – A review1,068 cited
  • 1994Corporate distress diagnosis: Comparisons using linear discriminant analysis and neural networks (the Italian experience)1,059 cited
  • 2003Credit rating analysis with support vector machines and neural networks: a market comparative study1,017 cited
  • 1990A neural network model for bankruptcy prediction853 cited
  • 2004An application of support vector machines in bankruptcy prediction model809 cited
  • 200535 years of studies on business failure: an overview of the classic statistical methodologies and their related problems795 cited
  • 1999Artificial neural networks in bankruptcy prediction: General framework and cross-validation analysis677 cited
  • 2004Neural network ensemble strategies for financial decision applications332 cited
  • 2011Machine Learning in Financial Crisis Prediction: A Survey325 cited
  • 1997Bankruptcy prediction using case-based reasoning, neural networks, and discriminant analysis273 cited
  • 2009

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Ensemble with neural networks for bankruptcy prediction
266 cited
  • 2002Differentiating between good credits and bad credits using neuro-fuzzy systems252 cited
  • 2005Hybrid mining approach in the design of credit scoring models196 cited
  • Cited by

    • 2021A predictive intelligence system of credit scoring based on deep multiple kernel learning32 cited
    • 2020Prediction of the Bankruptcy of Slovak Companies Using Neural Networks with SMOTE24 cited
    • 2018Credit rating system for small businesses using the K-S test to select an indicator system20 cited