90 citations · 195 across the 11 of their papers we have counts for
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cs.LG2019★ 1 cited
Investigating bankruptcy prediction models in the presence of extreme class imbalance and multiple stages of economy
Sheikh Rabiul Islam, William Eberle, Sheikh K. Ghafoor +3
In the area of credit risk analytics, current Bankruptcy Prediction Models (BPMs) struggle with (a) the availability of comprehensive and real-world data sets and (b) the presence…
cs.LG2018★ 8 cited
Credit Default Mining Using Combined Machine Learning and Heuristic Approach
Sheikh Rabiul Islam, William Eberle, Sheikh Khaled Ghafoor
Predicting potential credit default accounts in advance is challenging. Traditional statistical techniques typically cannot handle large amounts of data and the dynamic nature of f…