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cs.CE2025
Which Company Adjustment Matter? Insights from Uplift Modeling on Financial Health
Xinlin Wang, Mats Brorsson
Uplift modeling has achieved significant success in various fields, particularly in online marketing. It is a method that primarily utilizes machine learning and deep learning to e…
cs.CE2024★ 1 cited
Datasets for Advanced Bankruptcy Prediction: A survey and Taxonomy
Xinlin Wang, Zsófia Kräussl, Mats Brorsson
Bankruptcy prediction is an important research area that heavily relies on data science. It aims to help investors, managers, and regulators better understand the operational statu…
cs.CE2024
Augmenting Bankruptcy Prediction using Reported Behavior of Corporate Restructuring
Xinlin Wang, Mats Brorsson
Credit risk assessment of a company is commonly conducted by utilizing financial ratios that are derived from its financial statements. However, this approach may not fully encompa…