A Rule-based Decision System for Financial Applications

M Li, J Zhou, L Yu, X Huang, Y Gu… - 2023 IEEE 39th …, 2023 - ieeexplore.ieee.org
Decision rules have been widely applied in industrial applications such as finance,
medicine, and biology, due to the critical requirement of interpretability. In order to make …

Machine Learning Prediction of Multiclass Credit Score Classification

C Edalo, R Diallo, OO Awe - … Learning and Data Science Methods: Case …, 2024 - Springer
This research addresses the challenge of predicting individuals' credit scores accurately
using Python and machine learning libraries (NumPy, Pandas, Matplotlib, and Seaborn) …

A Comparison Analysis of Constraint-Handling Techniques on Rule Selection Problem in Credit Risk Assessment: An Industrial View

Y Gu, H Ding, K Gu, X Huang… - 2022 IEEE 22nd …, 2022 - ieeexplore.ieee.org
The rule selection problem, aiming at selecting a subset of rule candidates, is important in
credit risk assessment. In reality, we hope these selected rules can identify as many high …

Machine Learning Prediction

C Edalo, R Diallo, OO Awe - … Learning and Data Science Methods: Case … - books.google.com
Machine Learning Prediction Page 433 Machine Learning Prediction of Multiclass Credit Score
Classification Codjo Edalo, Ramatoulaye Diallo, and O. Olawale Awe Check for updates 1 …