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- research-articleNovember 2023
Discriminating the default risk of small enterprises: Stacking model with different optimal feature combinations
Expert Systems with Applications: An International Journal (EXWA), Volume 229, Issue PAhttps://doi.org/10.1016/j.eswa.2023.120494AbstractSmall enterprise default discrimination establishes a risk discriminant model based on financial data, non-financial data, and external macro conditions of small enterprises to obtain their default discriminant. This study constructs ...
- review-articleJune 2023
Financial applications of machine learning: A literature review
Expert Systems with Applications: An International Journal (EXWA), Volume 219, Issue Chttps://doi.org/10.1016/j.eswa.2023.119640AbstractThis systematic literature review analyses the recent advances of machine learning and deep learning in finance. The study considers six financial domains: stock markets, portfolio management, cryptocurrency, forex markets, financial ...
- research-articleAugust 2019
The Impact of Financial Covenants in Private Loan Contracts on Classification Shifting
This study examines whether firms with private loan contracts that contain debt covenants based on earnings before interest, taxes, depreciation, and amortization (EBITDA) are more likely to misclassify core expenses as special items (i.e., classification ...