23 citations · 24 across the 2 of their papers we have counts for
2 papers
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.AI2019★ 23 cited
Infusing domain knowledge in AI-based "black box" models for better explainability with application in bankruptcy prediction
Sheikh Rabiul Islam, William Eberle, Sid Bundy +1
Although "black box" models such as Artificial Neural Networks, Support Vector Machines, and Ensemble Approaches continue to show superior performance in many disciplines, their ad…