He is working on machine learning and data mining research and their applications to bioinformatics, autonomic computing, and industrial and business intelligence. His previous research work includes the development of kernel methods for structured data such as trees and graphs, predictive modeling of biological and social networks, and anomaly detection for industrial systems—these projects resulted in awards from academic societies. He also contributed to a business based on machine learning techniques, and has many issued/disclosed patents.