Meilin Zhang

Machine Learning Applications for Fraud Detection and Financial Sentiment

2025

This review examines machine learning applications in two major financial tasks: fraud detection and financial sentiment analysis. For fraud detection, research demonstrates that ensemble models, particularly gradient boosting methods such as CatBoost, XGBoost, and LightGBM, …