2025. Design and Analysis of Advanced Machine Learning Methods for Financial Fraud Identification in Credit Card Activities. Journal of Global Research in Multidisciplinary Studies(JGRMS). 1, 9 (Sep. 2025), 08–16. DOI:https://doi.org/10.5281/zenodo.17034763.