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Research by Topic

The Center conducts research in the following alphabetically listed areas with subareas. Faculty associated with each area are also listed.

Bioinformatics

Bioinformatics: Vijay Raghavan
Health Informatics: Mehmet Engin Tozal
Medical Informatics and Robotics: Xiali Hei

Computer Hardware and Systems

Computer Architecture and Implementation: Nian-Feng Tzeng, Martin Margala
Parallel and Distributed Systems: Nian-Feng Tzeng
VLSI and Embedded Systems: Martin Margala
Design Automation: Martin Margala

Computer Networks Systems

Computer Networks: Mehmet Engin Tozal, Nian-Feng Tzeng, Michael W. Totaro
Distributed, Cloud, and Edge Computing: Li Chen
Wireless Communications and Mobile Computing: Nian-Feng Tzeng

Data Sciences

Big Data Analytics: Li Chen, Aminul Islam, Vijay Raghavan
Databases and Data Mining: Vijay Raghavan, Michael W. Totaro
Web Technologies: Vijay Raghavan
Internet Computing: Chee-Hung Henry Chu, Vijay Raghavan

Human-Centered Computing

Human-Computer Interaction: Christoph Borst, Beenish Chaudhary, Arun Kulshreshth

Intelligent Systems

Image Processing and Machine Vision: Chee-Hung Henry Chu
Neural Networks and Brain Simulation: Anthony S. Maida
Machine Learning Systems: Christoph Borst, Li Chen, Arun Kulshreshth, Michael W. Totaro, Mehmet Engin Tozal, Aminul Islam, Anthony S. Maida
Graph Theory and Applications: Mehmet Engin Tozal
Deep Learning and Data Analysis: Aminul Islam

Programming Languages

Programming Languages and Type Systems: Sheng Chen
Language-based security: Sheng Chen

Security and Trusted Computing

Network Security: Mehmet Engin Tozal, Xiali Hei
Secure Systems and Computing: Arun Lakhotia, Xiali Hei
Trusted Cloud Computing: Mosen Amini

Software Engineering and Systems

Software Engineering: Arun Lakhotia
Computer Graphics and Visualization: Christoph Borst, Arun Kulshreshth
Virtual Reality: Christoph Borst, Arun Kulshreshth
Entertainment Computing: Arun Kulshreshth
Natural Language Processing and Text Analytics: Aminul Islam