Personal Website
Publication Page
Expertise

More specifically, we are interested in machine learning, data mining and knowledge discovery from large spatial and temporal databases, human-computer intelligent interaction (HCII), and high-performance computation in learning and optimization.

Research:

  • Computer Vision
    • About the Computer Vision (CV) Division
    • Animal Behavior Classification
    • Classification of Bee Species
    • Deep Learning for Vision and Spatiotemporal AI
    • Detection of Risky Tackles from Sports Video
    • Real-Time Cattle Face Recognition
  • Natural Language
    • About the Natural Language (NL) Division
    • Procedural Information Extraction (IE)
    • Step Extraction
    • Recipe Extraction
    • Demo
    • Topical Knowledge Maps
  • Reinforcement Learning
    • About the Reinforcement Learning (RL) Division
    • Deep Reinforcement Learning (DRL)
    • Generalization in RL
    • Reward Discounting
  • AI & Cybersecurity
    • About the AI in Cybersecurity Initiative
    • Threat Intelligence
    • Cybersecurity: EyeDNS Project
  • Other AI & ML Topics
    • Predictive Analytics
    • AI, Ethics, & Society
    • Affective Intelligence
Communities
Management Information Systems, Information Science/Systems, Computer Science
Degrees
PhD, University of Illinois at Urbana-Champaign, Computer Science, 1998
BS, Johns Hopkins University, Computer Science, Math Sciences, 1993
MSE, Johns Hopkins University, Computer Science, 1993
Keywords
computer and information sciences