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Data analytic approach for bankruptcy prediction

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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
1977ZETATM analysis A new model to identify bankruptcy risk of corporations1,812 cited
2015Benchmarking state-of-the-art classification algorithms for credit scoring: An update of research1,277 cited
2006Bankruptcy prediction in banks and firms via statistical and intelligent techniques – A review1,068 cited
2017Machine learning models and bankruptcy prediction952 cited
2003Benchmarking state-of-the-art classification algorithms for credit scoring903 cited
2003Credit Risk : Pricing, Measurement, and Management587 cited
2016Ensemble boosted trees with synthetic features generation in application to bankruptcy prediction419 cited
1996Bankruptcy classification errors in the 1980s: An empirical analysis of Altman's and Ohlson's models402 cited
2017Systematic review of bankruptcy prediction models: Towards a framework for tool selection330 cited
2008An experimental comparison of ensemble of classifiers for bankruptcy prediction and credit scoring290 cited
1997Data Preprocessing and Intelligent Data Analysis262 cited
1997Data preprocessing and intelligent data analysis243 cited

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2013An improved boosting based on feature selection for corporate bankruptcy prediction188 cited

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