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Prediction of bank failures in emerging financial markets: an ANN approach
12 references·13 citing·30 second hop
Prediction of bank failures in emerging financial markets: an ANN approach (2007)Prediction of bank failures in emerging f…Analyzing and Managing Banking Risk (2003)Analyzing and Managing Bankin…The use of fuzzy clustering algorithm and self-organizing neural networks for identifying potentially failing banks: an experimental study (2000)The use of fuzzy clustering a…Toward a New International Financial Architecture (1999)Toward a New International Fi…Financial Markets and Institutions (1998)Financial Markets and Institu…Hybrid Classifiers for Financial Multicriteria Decision Making: The Case of Bankruptcy Prediction (1997)Hybrid Classifiers for Financ…Recognizing Financial Distress Patterns Using a Neural Network Tool (1993)Recognizing Financial Distres…Managerial Applications of Neural Networks: The Case of Bank Failure Predictions (1992)Managerial Applications of Ne…Methodological Issues Related to the Estimation of Financial Distress Prediction Models (1984)Methodological Issues Related…Financial Ratios and the Probabilistic Prediction of Bankruptcy (1980)Financial Ratios and the Prob…Financial Applications of Discriminant Analysis: A Clarification (1978)Financial Applications of Dis…A MULTIVARIATE STATISTICAL ANALYSIS OF THE CHARACTERISTICS OF PROBLEM BANKS (1975)A MULTIVARIATE STATISTICAL AN…FINANCIAL RATIOS, DISCRIMINANT ANALYSIS AND THE PREDICTION OF CORPORATE BANKRUPTCY (1968)FINANCIAL RATIOS, DISCRIMINAN…Bank failure prediction models: Review and outlook (2024)Bank failure prediction model…Integration of ESG Information Into Individual Investors’ Corporate Investment Decisions: Utilizing the UTAUT Framework (2022)Integration of ESG Informatio…Predicting Bank Failures: A Synthesis of Literature and Directions for Future Research (2021)Predicting Bank Failures: A S…Majority voting ensemble with a decision trees for business failure prediction during economic downturns (2021)Majority voting ensemble with…High liquidity creation and bank failures (2021)High liquidity creation and b…A novel classifier ensemble approach for financial distress prediction (2017)A novel classifier ensemble a…Prediction of Financial Distress of Non-Bank Financial Institutions of Bangladesh using Altman’s Z Score Model (2016)Prediction of Financial Distr…High Liquidity Creation and Bank Failures (2015)High Liquidity Creation and B…Assessment of Financial Distress Conditions of Commercial Banks in Ethiopia: A Case study of Selected Private Commercial Banks (2015)Assessment of Financial Distr…Corporate failure diagnosis in SMEs (2014)Corporate failure diagnosis i…Comparing the Bank Failure Prediction Performance of Neural Networks and Support Vector Machines: The Turkish Case (2013)Comparing the Bank Failure Pr…THE ROLE OF NON-FINANCIAL FEATURES RELATED TO CORPORATE GOVERNANCE IN BUSINESS CRISIS PREDICTION (2010)THE ROLE OF NON-FINANCIAL FEA…An evaluation of alternative scoring models in private banking (2009)An evaluation of alternative …Financial Ratios As Predictors of Failure (1966)Threshold accepting trained principal component neural network and feature subset selection: Application to bankruptcy prediction in banks (2008)Support vector machine based multiagent ensemble learning for credit risk evaluation (2009)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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(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)Credit risk management system of a commercial bank in Tanzania (2008)Credit Risk and Profitability of Selected Banks in Ghana (2012)Sharī‘ah risk and corporate governance of Islamic banks (2013)Managerial incentives and risk-taking☆ (2005)How does financial reporting quality relate to investment efficiency? (2009)Crises and the Poor: Socially Responsible Macroeconomics (2000)The case for GDP-indexed bonds (2004)Migrant Remittances and Exchange Rate Regimes in the Developing World (2010)
this work references cited by second hop

References

  • 1968FINANCIAL RATIOS, DISCRIMINANT ANALYSIS AND THE PREDICTION OF CORPORATE BANKRUPTCY14,869 cited
  • 1980Financial Ratios and the Probabilistic Prediction of Bankruptcy6,005 cited
  • 1984Methodological Issues Related to the Estimation of Financial Distress Prediction Models2,889 cited
  • 1992Managerial Applications of Neural Networks: The Case of Bank Failure Predictions1,121 cited
  • 1975A MULTIVARIATE STATISTICAL ANALYSIS OF THE CHARACTERISTICS OF PROBLEM BANKS485 cited
  • 1993Recognizing Financial Distress Patterns Using a Neural Network Tool470 cited
  • 1998Financial Markets and Institutions263 cited
  • 1999Toward a New International Financial Architecture246 cited
  • 2003Analyzing and Managing Banking Risk159 cited
  • 1997Hybrid Classifiers for Financial Multicriteria Decision Making: The Case of Bankruptcy Prediction152 cited
  • 2000The use of fuzzy clustering algorithm and self-organizing neural networks for identifying potentially failing banks: an experimental study127 cited
  • 1978Financial Applications of Discriminant Analysis: A Clarification103 cited

Cited by

  • 2021Majority voting ensemble with a decision trees for business failure prediction during economic downturns63 cited
  • 2017A novel classifier ensemble approach for financial distress prediction

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61 cited
  • 2022Integration of ESG Information Into Individual Investors’ Corporate Investment Decisions: Utilizing the UTAUT Framework54 cited
  • 2021High liquidity creation and bank failures53 cited
  • 2013Comparing the Bank Failure Prediction Performance of Neural Networks and Support Vector Machines: The Turkish Case41 cited
  • 2009An evaluation of alternative scoring models in private banking41 cited
  • 2015High Liquidity Creation and Bank Failures39 cited
  • 2021Predicting Bank Failures: A Synthesis of Literature and Directions for Future Research28 cited
  • 2024Bank failure prediction models: Review and outlook27 cited
  • 2010THE ROLE OF NON-FINANCIAL FEATURES RELATED TO CORPORATE GOVERNANCE IN BUSINESS CRISIS PREDICTION26 cited
  • 2016Prediction of Financial Distress of Non-Bank Financial Institutions of Bangladesh using Altman’s Z Score Model25 cited
  • 2014Corporate failure diagnosis in SMEs24 cited
  • 2015Assessment of Financial Distress Conditions of Commercial Banks in Ethiopia: A Case study of Selected Private Commercial Banks18 cited