Hi, I'm a graduate student in EECS department of MIT. My advisor is Professor Cynthia Rudin from MIT Sloan School of Management. My research includes pattern mining, crime data mining and recommender system.
Many crimes can happen every day in a major city, and figuring out which ones are committed by the same individual or group is an important and difficult data mining challenge. To do this, we propose a pattern detection method called Series Finder. Series Finder incorporates both the common characteristics of all patterns and the unique aspects of each specific pattern. This is joint work between MIT and the Cambridge Police Department.
"Predictive Policing: Using Machine Learning to Detect Patterns of Crime", Article by Cynthia Rudin, MIT, 8.22.13