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A genetic programming model for bankruptcy prediction: Empirical evidence from Iran
16 references·16 citing·29 second hopsampled
A genetic programming model for bankruptcy prediction: Empirical evidence from Iran (2008)A genetic programming model for bankruptc…Predicting corporate bankruptcy: where we stand? (2006)Predicting corporate bankrupt…Bankruptcy prediction in banks and firms via statistical and intelligent techniques – A review (2006)Bankruptcy prediction in bank…Bankruptcy prediction using support vector machine with optimal choice of kernel function parameters (2005)Bankruptcy prediction using s…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…Business failure prediction using rough sets (1999)Business failure prediction u…Genetic algorithms applications in the analysis of insolvency risk (1998)Genetic algorithms applicatio…Bankruptcy prediction using case-based reasoning, neural networks, and discriminant analysis (1997)Bankruptcy prediction using c…A survey of business failures with an emphasis on prediction methods and industrial applications (1996)A survey of business failures…Corporate distress diagnosis: Comparisons using linear discriminant analysis and neural networks (the Italian experience) (1994)Corporate distress diagnosis:…Recognizing Financial Distress Patterns Using a Neural Network Tool (1993)Recognizing Financial Distres…CURRENT TECHNIQUES IN BANKRUPTCY PREDICTION (1987)CURRENT TECHNIQUES IN BANKRUP…ASSESSING THE VULNERABILITY TO FAILURE OF AMERICAN INDUSTRIAL FIRMS: A LOGISTIC ANALYSIS (1985)ASSESSING THE VULNERABILITY T…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…Financial Ratios As Predictors of Failure (1966)Financial Ratios As Predictor…Can machine learning approaches predict corporate bankruptcy? Evidence from a qualitative experimental design (2019)Can machine learning approach…Financial crisis prediction model using ant colony optimization (2018)Financial crisis prediction m…Combining Kohonen maps and prior payment behavior for small enterprise default prediction (2018)Combining Kohonen maps and pr…Financial innovation: Credit default hybrid model for SME lending (2016)Financial innovation: Credit …Bankruptcy forecasting using case-based reasoning: The CRePERIE approach (2016)Bankruptcy forecasting using …A genetic algorithm approach for SMEs bankruptcy prediction: Empirical evidence from Italy (2014)A genetic algorithm approach …A Rule-Based Model for Bankruptcy Prediction Based on an Improved Genetic Ant Colony Algorithm (2013)A Rule-Based Model for Bankru…Assessing methodologies for intelligent bankruptcy prediction (2012)Assessing methodologies for i…Using partial least squares and support vector machines for bankruptcy prediction (2011)Using partial least squares a…Predicting Bankruptcy in Pakistan (2011)Predicting Bankruptcy in Paki…Financial health prediction models using artificial neural networks, genetic algorithm and multivariate discriminant analysis: Iranian evidence (2011)Financial health prediction m…A hybrid procedure with feature selection for resolving stock/futures price forecasting problems (2011)A hybrid procedure with featu…A hybrid procedure for stock price prediction by integrating self-organizing map and genetic programming (2011)A hybrid procedure for stock …Using analytic network process to assess business failure risks of construction firms (2010)Using analytic network proces…Predicting business failure using classification and regression tree: An empirical comparison with popular classical statistical methods and top classification mining methods (2010)Predicting business failure u…Genetic programming for credit scoring: The case of Egyptian public sector banks (2009)Genetic programming for credi…Conditional logit analysis of qualitative choice behavior (1972)The Effect of Audit Quality on Earnings Management* (1998)Forecasting Bankruptcy More Accurately: A Simple Hazard Model (2001)Econometric Models and Economic Forecasts (1990)The chairman’s statement ‐ A content analysis of discretionary narrative disclosures (2000)Research Methods in Accounting (2003)The cost of capital, corporation finance and the theory of investment (2008)ZETATM analysis A new model to identify bankruptcy risk of corporations (1977)Neural network credit scoring models (2000)The effects of government ownership on bank lending (2003)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)A comparative survey of artificial intelligence applications in finance: artificial neural networks, expert system and hybrid intelligent systems (2010)Fuzzy sets (1965)Measuring the efficiency of decision making units (1978)Fuzzy sets (1996)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)In Search of Distress Risk (2008)Assessing bank efficiency and performance with operational research and artificial intelligence techniques: A survey (2009)ELECTRE: A comprehensive literature review on methodologies and applications (2015)Using neural network ensembles for bankruptcy prediction and credit scoring (2007)Consumer credit-risk models via machine-learning algorithms (2010)A boosted decision tree approach using Bayesian hyper-parameter optimization for credit scoring (2017)Managerial incentives and risk-taking☆ (2005)How does financial reporting quality relate to investment efficiency? (2009)Preference disaggregation: 20 years of MCDA experience (2001)Ensemble boosted trees with synthetic features generation in application to bankruptcy prediction (2016)
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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
  • 1966Financial Ratios As Predictors of Failure4,753 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
  • 2005Bankruptcy prediction using support vector machine with optimal choice of kernel function parameters872 cited
  • 1996A survey of business failures with an emphasis on prediction methods and industrial applications591 cited
  • 1985ASSESSING THE VULNERABILITY TO FAILURE OF AMERICAN INDUSTRIAL FIRMS: A LOGISTIC ANALYSIS559 cited
  • 1999Business failure prediction using rough sets493 cited
  • 1993Recognizing Financial Distress Patterns Using a Neural Network Tool470 cited
  • 2006Predicting corporate bankruptcy: where we stand?402 cited
  • 2002A genetic algorithm application in bankruptcy prediction modeling386 cited
  • 1987CURRENT TECHNIQUES IN BANKRUPTCY PREDICTION350 cited
  • 2002A case-based reasoning with the feature weights derived by analytic hierarchy process for bankruptcy prediction277 cited

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  • 1997Bankruptcy prediction using case-based reasoning, neural networks, and discriminant analysis273 cited
  • 1998Genetic algorithms applications in the analysis of insolvency risk269 cited
  • Cited by

    • 2014A genetic algorithm approach for SMEs bankruptcy prediction: Empirical evidence from Italy141 cited
    • 2010Predicting business failure using classification and regression tree: An empirical comparison with popular classical statistical methods and top classification mining methods141 cited
    • 2018Financial crisis prediction model using ant colony optimization139 cited
    • 2009Genetic programming for credit scoring: The case of Egyptian public sector banks120 cited
    • 2011Using partial least squares and support vector machines for bankruptcy prediction102 cited
    • 2011A hybrid procedure for stock price prediction by integrating self-organizing map and genetic programming93 cited
    • 2011Financial health prediction models using artificial neural networks, genetic algorithm and multivariate discriminant analysis: Iranian evidence86 cited
    • 2016Financial innovation: Credit default hybrid model for SME lending79 cited
    • 2013A Rule-Based Model for Bankruptcy Prediction Based on an Improved Genetic Ant Colony Algorithm76 cited
    • 2010Using analytic network process to assess business failure risks of construction firms70 cited
    • 2019Can machine learning approaches predict corporate bankruptcy? Evidence from a qualitative experimental design63 cited
    • 2016Bankruptcy forecasting using case-based reasoning: The CRePERIE approach54 cited
    • 2011A hybrid procedure with feature selection for resolving stock/futures price forecasting problems54 cited
    • 2012Assessing methodologies for intelligent bankruptcy prediction53 cited
    • 2011Predicting Bankruptcy in Pakistan48 cited
    • 2018Combining Kohonen maps and prior payment behavior for small enterprise default prediction48 cited