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Research Areas

Artificial Intelligence Research and Education

Welcome!

We are studying computer vision, machine learning, and biomedical informatics. Themes in computer vision include active approaches for medical image analysis, face recognition, and image-based modeling and rendering. Machine learning research focuses on both logical and statistical approaches. Current themes include design and analysis of novel algorithms for knowledge transfer in reinforcement learning, active learning for sequence models, combining logical and probabilistic representations of knowledge and multiple-instance learning. These algorithms are being applied to problems in bioinformatics, information retrieval and extraction, and the design of adaptive agents.

Additional information about current research projects can be found on the web pages of individual faculty members, listed below.

Research Groups

AI Courses

• CS 540 - Introduction to Artificial Intelligence
• CS 576 - Introduction to Bioinformatics
  
• CS 638 - Medical Image Analysis
• CS 760 - Machine Learning
• CS 766 - Computer Vision
• CS 776 - Advanced Bioinformatics
• CS 769 - Advanced Natural Language Processing
• CS 838 - Computational Cognitive Science

AI Events