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Support vector machine and wavelet neural network hybrid: application to bankruptcy prediction in banks
16 references·0 citing·37 second hop
Support vector machine and wavelet neural network hybrid: application to bankruptcy prediction in banks (2010)Support vector machine and wavelet neural…Soft computing system for bank performance prediction (2007)Soft computing system for ban…Bankruptcy prediction in banks and firms via statistical and intelligent techniques – A review (2006)Bankruptcy prediction in bank…Prediction of commercial bank failure via multivariate statistical analysis of financial structures: The Turkish case (2004)Prediction of commercial bank…An application of support vector machines in bankruptcy prediction model (2004)An application of support vec…Bankruptcy prediction using a data envelopment analysis (2003)Bankruptcy prediction using a…A genetic algorithm application in bankruptcy prediction modeling (2002)A genetic algorithm applicati…A case-based reasoning with the feature weights derived by analytic hierarchy process for bankruptcy prediction (2002)A case-based reasoning with t…Bankruptcy prediction for credit risk using neural networks: A survey and new results (2001)Bankruptcy prediction for cre…The integrated methodology of rough set theory and artificial neural network for business failure prediction (2000)The integrated methodology of…Hybrid Classifiers for Financial Multicriteria Decision Making: The Case of Bankruptcy Prediction (1997)Hybrid Classifiers for Financ…Bankruptcy prediction using case-based reasoning, neural networks, and discriminant analysis (1997)Bankruptcy prediction using c…Bankruptcy prediction using neural networks (1994)Bankruptcy prediction using n…Neural network models and the prediction of bank bankruptcy (1991)Neural network models and the…Multivariate Normality and Forecasting of Business Bankruptcy (1987)Multivariate Normality and Fo…Financial Ratios and the Probabilistic Prediction of Bankruptcy (1980)Financial Ratios and the Prob…FINANCIAL RATIOS, DISCRIMINANT ANALYSIS AND THE PREDICTION OF CORPORATE BANKRUPTCY (1968)FINANCIAL RATIOS, DISCRIMINAN…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)Financial Ratios As Predictors of Failure (1966)Machine Learning in Financial Crisis Prediction: A Survey (2011)Systematic review of bankruptcy prediction models: Towards a framework for tool selection (2017)Genetic Algorithm-Optimized Long Short-Term Memory Network for Stock Market Prediction (2018)ZETATM analysis A new model to identify bankruptcy risk of corporations (1977)Managerial Applications of Neural Networks: The Case of Bank Failure Predictions (1992)Forecasting financial condition of Chinese listed companies based on support vector machine (2007)Artificial intelligence for decision support systems in the field of operations research: review and future scope of research (2021)Qualitative Response Models: A Survey (1994)Hybrid neural network models for bankruptcy predictions (1996)Portfolio selection and skewness: Evidence from international stock markets (1997)The value of non-financial information in SME risk management (2010)Positive Accounting Theory (1985)Forecasting with artificial neural networks: (1998)Artificial neural networks in bankruptcy prediction: General framework and cross-validation analysis (1999)Conditional logit analysis of qualitative choice behavior (1972)Methodological Issues Related to the Estimation of Financial Distress Prediction Models (1984)The Effect of Audit Quality on Earnings Management* (1998)Forecasting Bankruptcy More Accurately: A Simple Hazard Model (2001)Fuzzy sets (1965)Measuring the efficiency of decision making units (1978)Fuzzy sets (1996)Assessing bank efficiency and performance with operational research and artificial intelligence techniques: A survey (2009)Using artificial neural network models in stock market index prediction (2011)Financial Distress Prediction in an International Context: A Review and Empirical Analysis of Altman's Z‐ Score Model (2016)Using neural network ensembles for bankruptcy prediction and credit scoring (2007)A comparative survey of artificial intelligence applications in finance: artificial neural networks, expert system and hybrid intelligent systems (2010)CREDIT SCORING, STATISTICAL TECHNIQUES AND EVALUATION CRITERIA: A REVIEW OF THE LITERATURE (2011)Consumer credit-risk models via machine-learning algorithms (2010)Ensemble boosted trees with synthetic features generation in application to bankruptcy prediction (2016)Managerial incentives and risk-taking☆ (2005)How does financial reporting quality relate to investment efficiency? (2009)
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References

  • 1968FINANCIAL RATIOS, DISCRIMINANT ANALYSIS AND THE PREDICTION OF CORPORATE BANKRUPTCY14,869 cited
  • 1980Financial Ratios and the Probabilistic Prediction of Bankruptcy6,005 cited
  • 2006Bankruptcy prediction in banks and firms via statistical and intelligent techniques – A review1,068 cited
  • 2004An application of support vector machines in bankruptcy prediction model809 cited
  • 1994Bankruptcy prediction using neural networks722 cited
  • 2001Bankruptcy prediction for credit risk using neural networks: A survey and new results696 cited
  • 2002A genetic algorithm application in bankruptcy prediction modeling386 cited
  • 1987Multivariate Normality and Forecasting of Business Bankruptcy354 cited
  • 2000The integrated methodology of rough set theory and artificial neural network for business failure prediction335 cited
  • 1991Neural network models and the prediction of bank bankruptcy301 cited
  • 2004Prediction of commercial bank failure via multivariate statistical analysis of financial structures: The Turkish case298 cited
  • 2002A case-based reasoning with the feature weights derived by analytic hierarchy process for bankruptcy prediction277 cited
  • 1997Bankruptcy prediction using case-based reasoning, neural networks, and discriminant analysis273 cited
  • 2003Bankruptcy prediction using a data envelopment analysis

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210 cited
  • 2007Soft computing system for bank performance prediction173 cited
  • 1997Hybrid Classifiers for Financial Multicriteria Decision Making: The Case of Bankruptcy Prediction152 cited
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