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Artificial neural networks and bankruptcy forecasting: a state of the art
10 references·16 citing·36 second hop
Artificial neural networks and bankruptcy forecasting: a state of the art (2006)Artificial neural networks and bankruptcy…A Comparison of Selected Artificial Neural Networks that Help Auditors Evaluate Client Financial Viability (2000)A Comparison of Selected Arti…Effectiveness of neural network types for prediction of business failure (1995)Effectiveness of neural netwo…Corporate distress diagnosis: Comparisons using linear discriminant analysis and neural networks (the Italian experience) (1994)Corporate distress diagnosis:…Bankruptcy prediction using neural networks (1994)Bankruptcy prediction using n…Recognizing Financial Distress Patterns Using a Neural Network Tool (1993)Recognizing Financial Distres…Neural network performance on the bankruptcy classification problem (1993)Neural network performance on…Neural Networks: A New Tool for Predicting Thrift Failures* (1992)Neural Networks: A New Tool f…Managerial Applications of Neural Networks: The Case of Bank Failure Predictions (1992)Managerial Applications of Ne…A neural network model for bankruptcy prediction (1990)A neural network model for ba…The probability of bankruptcy (1981)The probability of bankruptcyAdvancing financial resilience: A systematic review of default prediction models and future directions in credit risk management (2024)Advancing financial resilienc…A review of the limitations of financial failure prediction research (2023)A review of the limitations o…Systematic Review of Financial Distress Identification using Artificial Intelligence Methods (2022)Systematic Review of Financia…A Differential Evolution‐Oriented Pruning Neural Network Model for Bankruptcy Prediction (2019)A Differential Evolution‐Orie…Financial distress prediction of Islamic banks using tree-based stochastic techniques (2018)Financial distress prediction…Variable selection in high‐dimensional regression: a nonparametric procedure for business failure prediction (2017)Variable selection in high‐di…Bankruptcy Prediction: A Survey on Evolution, Critiques, and Solutions (2015)Bankruptcy Prediction: A Surv…The Accuracy of Altman’s Models in Predicting Hotel Bankruptcy (2012)The Accuracy of Altman’s Mode…Prediction of corporate financial distress: an application of the America banking industry (2012)Prediction of corporate finan…Assessing methodologies for intelligent bankruptcy prediction (2012)Assessing methodologies for i…Targeting direct marketing campaigns by neural networks (2011)Targeting direct marketing ca…Predicting Bankruptcy: Evidence from Israel (2010)Predicting Bankruptcy: Eviden…Modelización temporal de los ratios contables en la detección del fracaso empresarial de la PYME española (2009)Modelización temporal de los …Insolvency Prediction Model Using Multivariate Discriminant Analysis and Aartificial Neural Network for the Ffinance Industry in New Zealand (2009)Insolvency Prediction Model U…FIAMM return persistence analysis and the determinants of the fees charged (2008)FIAMM return persistence anal…Predicting Sovereign Debt Crises Using Artificial Neural Networks: A Comparative Approach (2006)Predicting Sovereign Debt Cri…The Cost of Capital, Corporation Finance and the Theory of Investment (1958)FINANCIAL RATIOS, DISCRIMINANT ANALYSIS AND THE PREDICTION OF CORPORATE BANKRUPTCY (1968)The Pricing of Options and Corporate Liabilities (1973)Using Operating Cash Flow Data to Predict Financial Distress: Some Extensions (1985)The Analysis and Use of Financial Ratios: A Review Article (1987)PREDICTING BANKRUPTCY FOR FIRMS IN FINANCIAL DISTRESS (1990)Limited-dependent and qualitative variables in econometrics (1983)How effective are neural networks at forecasting and prediction? A review and evaluation (1998)A comparative survey of artificial intelligence applications in finance: artificial neural networks, expert system and hybrid intelligent systems (2010)Ensemble boosted trees with synthetic features generation in application to bankruptcy prediction (2016)Financial Ratios As Predictors of Failure (1966)Financial Ratios and the Probabilistic Prediction of Bankruptcy (1980)Bankruptcy prediction modeling with hybrid case-based reasoning and genetic algorithms approach (2008)Bankruptcy visualization and prediction using neural networks: A study of U.S. commercial banks (2014)Machine Learning for Financial Risk Management: A Survey (2020)Positive Accounting Theory (1985)Artificial neural networks in bankruptcy prediction: General framework and cross-validation analysis (1999)Bankruptcy prediction for credit risk using neural networks: A survey and new results (2001)The organization of behavior. (1950)Description, explanation, prediction – the evolution of bankruptcy studies? (2001)Linear models for minimizing misclassification costs in bankruptcy prediction (2001)Modelling and evaluating service quality measurement using neural networks (2002)ZETATM analysis A new model to identify bankruptcy risk of corporations (1977)The effects of government ownership on bank lending (2003)Bankruptcy prediction in banks and firms via statistical and intelligent techniques – A review (2006)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)Forecasting with artificial neural networks: (1998)Neural network credit scoring models (2000)Application of data mining techniques in customer relationship management: A literature review and classification (2008)Designing a neural network for forecasting financial and economic time series (1996)Bankruptcy prediction using support vector machine with optimal choice of kernel function parameters (2005)Neural Network Earnings per Share Forecasting Models: A Comparative Analysis of Alternative Methods (2004)A new approach to modeling early warning systems for currency crises: Can a machine-learning fuzzy expert system predict the currency crises effectively? (2008)Predicting corporate failure: a systematic literature review of methodological issues (2015)
this work references cited by second hop

References

  • 1992Managerial Applications of Neural Networks: The Case of Bank Failure Predictions1,121 cited
  • 1994Corporate distress diagnosis: Comparisons using linear discriminant analysis and neural networks (the Italian experience)1,059 cited
  • 1990A neural network model for bankruptcy prediction853 cited
  • 1994Bankruptcy prediction using neural networks722 cited
  • 1992Neural Networks: A New Tool for Predicting Thrift Failures*533 cited
  • 1993Recognizing Financial Distress Patterns Using a Neural Network Tool470 cited
  • 1981The probability of bankruptcy334 cited
  • 1995Effectiveness of neural network types for prediction of business failure202 cited
  • 1993Neural network performance on the bankruptcy classification problem77 cited
  • 2000A Comparison of Selected Artificial Neural Networks that Help Auditors Evaluate Client Financial Viability76 cited

Cited by

  • 2012The Accuracy of Altman’s Models in Predicting Hotel Bankruptcy66 cited
  • 2009Insolvency Prediction Model Using Multivariate Discriminant Analysis and Aartificial Neural Network for the Ffinance Industry in New Zealand64 cited
  • 2019A Differential Evolution‐Oriented Pruning Neural Network Model for Bankruptcy Prediction60 cited
  • 2022Systematic Review of Financial Distress Identification using Artificial Intelligence Methods

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59 cited
  • 2010Predicting Bankruptcy: Evidence from Israel55 cited
  • 2018Financial distress prediction of Islamic banks using tree-based stochastic techniques54 cited
  • 2012Assessing methodologies for intelligent bankruptcy prediction53 cited
  • 2012Prediction of corporate financial distress: an application of the America banking industry42 cited
  • 2011Targeting direct marketing campaigns by neural networks38 cited
  • 2024Advancing financial resilience: A systematic review of default prediction models and future directions in credit risk management38 cited
  • 2015Bankruptcy Prediction: A Survey on Evolution, Critiques, and Solutions28 cited
  • 2006Predicting Sovereign Debt Crises Using Artificial Neural Networks: A Comparative Approach25 cited
  • 2017Variable selection in high‐dimensional regression: a nonparametric procedure for business failure prediction24 cited
  • 2023A review of the limitations of financial failure prediction research19 cited
  • 2009Modelización temporal de los ratios contables en la detección del fracaso empresarial de la PYME española19 cited
  • 2008FIAMM return persistence analysis and the determinants of the fees charged16 cited