Bankruptcy visualization and prediction using neural networks: A study of U.S. commercial banks

Random Forests

Leo Breiman · Machine Learning · 2001 · 119.3K citations · Full text

FINANCIAL RATIOS, DISCRIMINANT ANALYSIS AND THE PREDICTION OF CORPORATE BANKRUPTCY

Edward I. Altman · The Journal of Finance · 1968 · 13.3K citations

Financial Data, Financial Structure, Financial Ratios +7

A Cluster Separation Measure

David L. Davies, Donald W. Bouldin · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1979 · 8.5K citations

Source Separation, Cluster Computing, Engineering +16

Financial Ratios and the Probabilistic Prediction of Bankruptcy

James A. Ohlson · Journal of Accounting Research · 1980 · 5.9K citations

Capital Structure, Maximum Likelihood Estimation, Empirical Results +15

Financial Ratios As Predictors of Failure

William H. Beaver · Journal of Accounting Research · 1966 · 4.6K citations

Credit Risk, Credit Score, Management +18