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A binary classification method for bankruptcy prediction
16 references·16 citing·25 second hopsampled
A binary classification method for bankruptcy prediction (2008)A binary classification method for bankru…Bankruptcy prediction using support vector machine with optimal choice of kernel function parameters (2005)Bankruptcy prediction using s…Neural network techniques for financial performance prediction: integrating fundamental and technical analysis (2003)Neural network techniques for…A genetic algorithm application in bankruptcy prediction modeling (2002)A genetic algorithm applicati…Bankruptcy prediction for credit risk using neural networks: A survey and new results (2001)Bankruptcy prediction for cre…Probabilistic Neural Networks in Bankruptcy Prediction (1999)Probabilistic Neural Networks…Business failure prediction using rough sets (1999)Business failure prediction u…Fuzzy Set Theory—and Its Applications (1996)Fuzzy Set Theory—and Its Appl…Bankruptcy prediction using neural networks (1994)Bankruptcy prediction using n…Fuzzy Set Theory and Its Applications (1993)Fuzzy Set Theory and Its Appl…Neural Networks: A New Tool for Predicting Thrift Failures* (1992)Neural Networks: A New Tool f…Neural network models and the prediction of bank bankruptcy (1991)Neural network models and the…Introducing Recursive Partitioning for Financial Classification: The Case of Financial Distress (1985)Introducing Recursive Partiti…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 RATIOS, DISCRIMINANT ANALYSIS AND THE PREDICTION OF CORPORATE BANKRUPTCY (1968)FINANCIAL RATIOS, DISCRIMINAN…Financial Ratios As Predictors of Failure (1966)Financial Ratios As Predictor…Survey, classification and critical analysis of the literature on corporate bankruptcy and financial distress prediction (2024)Survey, classification and cr…Financial distress prediction: Regularized sparse-based Random Subspace with ER aggregation rule incorporating textual disclosures (2020)Financial distress prediction…Bankruptcy Prediction Using Stacked Auto-Encoders (2019)Bankruptcy Prediction Using S…What does your Facebook profile reveal about your creditworthiness? Using alternative data for microfinance (2018)What does your Facebook profi…The effects of handling outliers on the performance of bankruptcy prediction models (2018)The effects of handling outli…Predicting the Bankruptcy of Construction Companies: A CART-Based Model (2017)Predicting the Bankruptcy of …The application of brute force logistic regression to corporate credit scoring models: Evidence from Serbian financial statements (2013)The application of brute forc…Bankruptcy prediction for Russian companies: Application of combined classifiers (2013)Bankruptcy prediction for Rus…A Rule-Based Model for Bankruptcy Prediction Based on an Improved Genetic Ant Colony Algorithm (2013)A Rule-Based Model for Bankru…Prediction of Stock Performance in the Indian Stock Market Using Logistic Regression (2012)Prediction of Stock Performan…CART-based selection of bankruptcy predictors for the logit model (2012)CART-based selection of bankr…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…Using improved grey forecasting models to forecast the output of opto-electronics industry (2011)Using improved grey forecasti…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…ZETATM analysis A new model to identify bankruptcy risk of corporations (1977)An application of the cox proportional hazards model to bank failure (1986)A survey of business failures with an emphasis on prediction methods and industrial applications (1996)Predicting corporate financial distress: Reflections on choice-based sample bias (2002)Limited-dependent and qualitative variables in econometrics (1983)Forecasting Bankruptcy More Accurately: A Simple Hazard Model (2001)Do Managers Withhold Bad News? (2008)In Search of Distress Risk (2008)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)The Effect of Audit Quality on Earnings Management* (1998)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)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)An application of soft sets in a decision making problem (2002)Soft set theory (2003)A fuzzy approach for supplier evaluation and selection in supply chain management (2005)Belief rule-base inference methodology using the evidential reasoning Approach-RIMER (2006)A fuzzy soft set theoretic approach to decision making problems (2007)
this work references cited by second hop· second hop is a sample of the most-cited connections

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
  • 1993Fuzzy Set Theory and Its Applications2,921 cited
  • 1984Methodological Issues Related to the Estimation of Financial Distress Prediction Models2,889 cited
  • 1996Fuzzy Set Theory—and Its Applications2,199 cited
  • 2005Bankruptcy prediction using support vector machine with optimal choice of kernel function parameters872 cited
  • 1985Introducing Recursive Partitioning for Financial Classification: The Case of Financial Distress748 cited
  • 1994Bankruptcy prediction using neural networks722 cited
  • 2001Bankruptcy prediction for credit risk using neural networks: A survey and new results696 cited
  • 1992Neural Networks: A New Tool for Predicting Thrift Failures*533 cited
  • 1999Business failure prediction using rough sets493 cited
  • 2002A genetic algorithm application in bankruptcy prediction modeling386 cited
  • 2003Neural network techniques for financial performance prediction: integrating fundamental and technical analysis380 cited
  • 1991Neural network models and the prediction of bank bankruptcy

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301 cited
  • 1999Probabilistic Neural Networks in Bankruptcy Prediction277 cited
  • Cited by

    • 2011Using partial least squares and support vector machines for bankruptcy prediction102 cited
    • 2018The effects of handling outliers on the performance of bankruptcy prediction models98 cited
    • 2012Prediction of Stock Performance in the Indian Stock Market Using Logistic Regression91 cited
    • 2013Bankruptcy prediction for Russian companies: Application of combined classifiers90 cited
    • 2011Financial health prediction models using artificial neural networks, genetic algorithm and multivariate discriminant analysis: Iranian evidence86 cited
    • 2013The application of brute force logistic regression to corporate credit scoring models: Evidence from Serbian financial statements81 cited
    • 2013A Rule-Based Model for Bankruptcy Prediction Based on an Improved Genetic Ant Colony Algorithm76 cited
    • 2011Using improved grey forecasting models to forecast the output of opto-electronics industry66 cited
    • 2020Financial distress prediction: Regularized sparse-based Random Subspace with ER aggregation rule incorporating textual disclosures57 cited
    • 2012CART-based selection of bankruptcy predictors for the logit model57 cited
    • 2024Survey, classification and critical analysis of the literature on corporate bankruptcy and financial distress prediction53 cited
    • 2012Assessing methodologies for intelligent bankruptcy prediction53 cited
    • 2018What does your Facebook profile reveal about your creditworthiness? Using alternative data for microfinance52 cited
    • 2011Predicting Bankruptcy in Pakistan48 cited
    • 2019Bankruptcy Prediction Using Stacked Auto-Encoders47 cited
    • 2017Predicting the Bankruptcy of Construction Companies: A CART-Based Model45 cited