Chapwanya, Natsai, and Karikoga Gorejena. 2025. “Hybrid Unsupervised Machine Learning for Insurance Fraud Detection: PCA-XGBoost-LOF and Isolation Forest”. Journal of Information Systems and Informatics 7 (1), 941-59. https://doi.org/10.51519/journalisi.v7i1.958.