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A hybrid approach using two-level DEA for financial failure prediction and integrated SE-DEA and GCA for indicators selection
16 references·1 citing·36 second hop
A hybrid approach using two-level DEA for financial failure prediction and integrated SE-DEA and GCA for indicators selection (2014)A hybrid approach using two-level DEA for…Predicting restaurant financial distress using decision tree and AdaBoosted decision tree models (2013)Predicting restaurant financi…Genetic algorithm-based heuristic for feature selection in credit risk assessment (2013)Genetic algorithm-based heuri…Machine Learning in Financial Crisis Prediction: A Survey (2011)Machine Learning in Financial…Association of DEA super-efficiency estimates with financial ratios: Investigating the case for Chinese banks (2010)Association of DEA super-effi…Forecasting financial condition of Chinese listed companies based on support vector machine (2007)Forecasting financial conditi…DEA as a tool for bankruptcy assessment: A comparative study with logistic regression technique (2007)DEA as a tool for bankruptcy …Bankruptcy prediction in banks and firms via statistical and intelligent techniques – A review (2006)Bankruptcy prediction in bank…The super-efficiency procedure for outlier identification, not for ranking efficient units (2005)The super-efficiency procedur…Bayesian kernel based classification for financial distress detection (2005)Bayesian kernel based classif…Bankruptcy prediction using a data envelopment analysis (2003)Bankruptcy prediction using a…A survey of business failures with an emphasis on prediction methods and industrial applications (1996)A survey of business failures…A Procedure for Ranking Efficient Units in Data Envelopment Analysis (1993)A Procedure for Ranking Effic…Measuring the efficiency of decision making units (1978)Measuring the efficiency of d…PREDICTION OF BANK FAILURES (1970)PREDICTION OF BANK FAILURESFINANCIAL RATIOS, DISCRIMINANT ANALYSIS AND THE PREDICTION OF CORPORATE BANKRUPTCY (1968)FINANCIAL RATIOS, DISCRIMINAN…Financial Ratios As Predictors of Failure (1966)Financial Ratios As Predictor…A hybrid multi-criteria decision making approach for strategic retail location investment: Application to Turkish food retailing (2018)A hybrid multi-criteria decis…Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis (1984)A modified audit production framework: Evaluating the relative efficiency of audit engagements (2009)Benchmarking airports from a managerial perspective (2012)Review of efficiency ranking methods in data envelopment analysis (2017)Credit scoring with a data mining approach based on support vector machines (2006)Consumer credit-risk models via machine-learning algorithms (2010)Research design and statistical analysis (2011)Information gain directed genetic algorithm wrapper feature selection for credit rating (2018)COVID-19 and stock market volatility: An industry level analysis (2020)Statistical and machine learning models in credit scoring: A systematic literature survey (2020)Financial Ratios and the Probabilistic Prediction of Bankruptcy (1980)Business failure prediction using rough sets (1999)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)Crime and Punishment: An Economic Approach (1968)A MULTIVARIATE STATISTICAL ANALYSIS OF THE CHARACTERISTICS OF PROBLEM BANKS (1975)Prediction of financial distress: An empirical study of listed Chinese companies using data mining (2014)Ensemble boosted trees with synthetic features generation in application to bankruptcy prediction (2016)The Measurement of Productive Efficiency (1957)A slacks-based measure of efficiency in data envelopment analysis (2001)Fuzzy sets (1965)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)Statistical Classification Methods in Consumer Credit Scoring: A Review (1997)Forecasting with artificial neural networks: (1998)The effect of feature selection on financial distress prediction (2014)Financial credit risk assessment: a recent review (2015)A hybrid ETS–ANN model for time series forecasting (2017)Methodological Issues Related to the Estimation of Financial Distress Prediction Models (1984)In Search of Distress Risk (2008)A slacks-based measure of super-efficiency in data envelopment analysis (2002)Estimation and inference in two-stage, semi-parametric models of production processes (2005)Data envelopment analysis (DEA) – Thirty years on (2008)Managerial incentives and risk-taking☆ (2005)How does financial reporting quality relate to investment efficiency? (2009)
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References

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  • 1966Financial Ratios As Predictors of Failure4,753 cited
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  • 1970PREDICTION OF BANK FAILURES501 cited
  • 2013Genetic algorithm-based heuristic for feature selection in credit risk assessment430 cited
  • 2005The super-efficiency procedure for outlier identification, not for ranking efficient units343 cited
  • 2011Machine Learning in Financial Crisis Prediction: A Survey325 cited
  • 2007Forecasting financial condition of Chinese listed companies based on support vector machine246 cited
  • 2010Association of DEA super-efficiency estimates with financial ratios: Investigating the case for Chinese banks237 cited
  • 2013Predicting restaurant financial distress using decision tree and AdaBoosted decision tree models215 cited
  • 2003Bankruptcy prediction using a data envelopment analysis210 cited

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  • 2005Bayesian kernel based classification for financial distress detection177 cited
  • 2007DEA as a tool for bankruptcy assessment: A comparative study with logistic regression technique172 cited
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    • 2018A hybrid multi-criteria decision making approach for strategic retail location investment: Application to Turkish food retailing49 cited