Areas of Research

Artificial Intelligence

• Data Mining & Machine Learning: Brian C. Dean, Alexander Herzog, Nina Hubig, Shuangshuang Jin, Sophie Joerg, Ioannis Karamouzas, Kai Liu, Feng Luo, Eric Patterson, James Wang, Yin Yang
• Intelligent Virtual Agents: Sabarish Babu, Sophie Joerg, Ioannis Karamouzas, Bart Knijnenburg, Feng Luo, Eric Patterson, Andrew Robb
• Robotics: Ioannis Karamouzas, Brygg Ullmer, Yin Yang
• Natural Language Processing: Alexander Herzog, Kai Liu, Eric Patterson
• Human-AI Teaming: Nathan McNeese
• Human-AI Interaction: Kelly Caine, Bart Knijnenburg, Nathan McNeese
• AI Education: Kelly Caine, Bart Knijnenburg

Computational Science & Informatics

• Big Data: Alexander Herzog, Shuangshuang Jin, Brygg Ullmer
• Bioinformatics: Brian C. Dean, Eileen Kraemer, Kai Liu, Brygg Ullmer
• Computational Social Science: Guo Freeman, Alexander Herzog
• Healthcare Informatics: Kelly Caine, Brian C. Dean
• Scientific Computing: Federico Iuricich, Shuangshuang Jin, Brygg Ullmer
• Algorithms / Theory: Brian C. Dean, Wayne Goddard, Sandra Hedetniemi, Pradip Srimani
• Software Development: Eileen Kraemer
• Wireless Systems: Jim Martin, Jacob Sorber
• Computer Architecture: Mark Smotherman

Computer Graphics / Visual Computing

• Animation / Motion Capture: Sophie Joerg, Ioannis Karamouzas, Eric Patterson, Jerry Tessendorf, Yin Yang, Victor Zordan
• Computer Graphics: Daljit Singh Dhillon, Andrew Duchowski, Sophie Joerg, Eric Patterson, Jerry Tessendorf, Mike Westall, Yin Yang, Victor Zordan
• Computer Vision / Eye Tracking: Andrew Duchowski, Kai Liu, Eric Patterson, Yin Yang
• Digital Art / Effects: David Donar, Insun Kwon, Eric Patterson, Jerry Tessendorf, Brygg Ullmer, Victor Zordan
• Electronic Games: Guo Freeman, Eric Patterson, Andrew Robb, Victor Zordan
• Surface Geometry: Daljit Singh Dhillon
• Visualization: Federico Iuricich, Christopher Plaue, Brygg Ullmer
• Physical Modeling: Daljit Singh Dhillon, Ioannis Karamouzas, Yin Yang, Victor Zordan
• Appearance Modeling / Photogrammetry: Daljit Singh Dhillon, Eric Patterson

Human-Centered Computing / Human-Computer Interaction

• Computer-Mediated Communication: Guo Freeman, Andrew Robb, Brygg Ullmer
• Perception: Andrew Duchowski, Sophie Joerg, Andrew Robb
• Self-Driving Vehicles: Ioannis Karamouzas
• Social Computing: Guo Freeman
• Recommender Systems: Bart Knijnenburg
• Virtual and Extended Reality / Environments: Sabarish Babu, Andrew Duchowski, Guo Freeman, Sophie Joerg, Andrew Robb, Paige Rodeghero, Brygg Ullmer, Victor Zordan
• Computer Science Education: Brian C. Dean, Eileen Kraemer, Christopher Plaue, Paige Rodeghero, Murali Sitaraman, Brygg Ullmer, Victor Zordan
• Human Factors: Kelly Caine, Eileen Kraemer, Nathan McNeese
• Collaborative Technology: Guo Freeman, Nathan McNeese
• Human-AI Interaction: Kelly Caine, Bart Knijnenburg, Nathan McNeese
• Usable Privacy and Security: Kelly Caine, Bart Knijnenburg
• Wearables: Kelly Caine, Jacob Sorber, Victor Zordan
• User Research Methods: Kelly Caine
• Health Informatics: Kelly Caine

Networking and Distributed Computing

• Cloud Computing: Amy Apon, Mitch Shue
• High-Performance Computing: Amy Apon, Rong Ge, Shuangshuang Jin, Brygg Ullmer
• Mobile & Pervasive Computing: Long Cheng, Jacob Sorber, Pradip Srimani
• Parallel Computing: Amy Apon, Rong Ge, Pradip Srimani
• Sensors / Sensor Networks: Jacob Sorber, Brygg Ullmer
• Software Engineering: Paige Rodeghero, Murali Sitaraman
• Rapid Prototyping: Brygg Ullmer
• Embedded Systems: Jacob Sorber, Brygg Ullmer

Security, Privacy, and Information Management

• Security & Privacy: Kelly Caine, Long Cheng, Bart Knijnenburg
• Databases: Nina Hubig, James Wang
• Data Structures: Sandra Hedetniemi, Federico Iuricich