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
