Sagar Bharat Shah 2024. Improving Financial Fraud Detection System with Advanced Machine Learning for Predictive Analysis and Prevention. International Journal of Scientific Research in Computer Science, Engineering and Information Technology. 10, 6 (Nov. 2024), 2451–2463. DOI:https://doi.org/10.32628/CSEIT24861147.