Medicare Fraud Detection Using Machine Learning Methods

Healthcare is an integral component in people's lives, especially for the rising elderly population, and must be affordable. Medicare is one such healthcare program. Claims fraud is a major contributor to increased healthcare costs, but its impact can be lessened through fraud detection. In this paper, we compare several machine learning methods to detect Medicare fraud. We perform a comparative study with supervised, unsupervised, and hybrid...