Objective: Generally, the purpose of this thesis project is to develop an effective electronic disease surveillance system, which is capable of detecting a cluster of people with elevated blood glucose (BG) levels within a specific region and timeframe by analyzing diabetes data. Specifically, we mainly focus on developing an early outbreak detection algorithm that can analyze BG data and detect ...