 |
Houssam Abbas
Assistant Professor |
Design, control and verification of cyber-physical systems |
 |
Julie A. Adams
Professor
CoRIS Associate Director of Research |
Distributed artificial intelligence; robotics; human-machine teaming; human-computer interaction; human-robot interaction |
 |
Tom Dietterich
Distinguished Professor Emeritus
CoRIS Associate Director of Policy |
Machine learning; safe and robust AI systems; sensor networks; intelligent user interfaces |
 |
Patrick Donnelly
Assistant Professor
Computer Science |
Deep learning from non-speech audio; educational data mining from audio; large imbalanced datasets; machine learning in the musical domain |
 |
Alan Fern
Professor
Associate Head of Research |
Artificial intelligence, including machine learning, data mining, and automated planning/control |
 |
Xiaoli Fern
Associate Professor |
Machine learning; data mining; unsupervised learning; ecosystem informatics; natural language processing |
 |
Xiao Fu
Assistant Professor |
Topic modeling; large-scale structured matrix/tensor factorization algorithms; multiview analysis, canonical correlation analysis; hyperspectral imaging |
 |
David Hendrix
Associate Professor
Biochemistry/Biophysics |
Motif finding; non-coding RNA structure & function analysis; apps of machine learning to computational biology; deep sequencing data analysis |
 |
Liang Huang
Assistant Professor |
Natural language processing, including parsing and translation; structured machine learning; computational structural biology (RNA and protein folding); deep learning |
 |
Rebecca Hutchinson
Assistant Professor
Fisheries & Wildlife |
Machine learning; data mining; ecosystem informatics; computational sustainability |
 |
Minsuk Kahng
Assistant Professor |
Human-centered AI; data visualization; interpretable machine learning; visual analytics for deep learning; human-computer interaction; databases; data mining |
 |
Heather Knight
Assistant Professor |
Human-robot interaction; non-verbal machine communications; non-anthropomorphic social robots |
 |
Stefan Lee
Assistant Professor |
Computer vision; natural language processing; deep learning; machine learning |
 |
Fuxin Li
Assistant Professor |
Computer vision; deep learning; machine learning; segmentation-based object recognition and scene understanding; spatio-temporal video analysis |
 |
Raviv Raich
Associate Professor |
Adaptive sensing/sampling; manifold learning; sparse representations for signal processing |
 |
Stephen Ramsey
Associate Professor |
Machine learning; computational systems biology; bioinformatics; integrative computational methods to map gene regulatory networks |
 |
William Smart
Professor |
Improving interactions between people and robots; enabling robots to be self-sufficient; robots as personal assistants for people with severe motor disabilities |
 |
Prasad Tadepalli
Professor |
Artificial intelligence; machine learning; automated planning; natural language processing |
 |
Arash Termehchy
Assistant Professor |
Database systems; large-scale and usable data analytics; human-aware databases; heterogeneous data exploration and analytics |
 |
Sinisa Todorovic
Associate Professor |
Object recognition; region / shape matching; texture; video object segmentation; stochastic image grammars |
 |
Kagan Tumer
Professor |
Learning, optimization & control in large complex systems; learning & coordination in multiagent systems; distributed reinforcement learning; evolutionary algorithms for control & optimization |
 |
Kiri Wagstaff
Associate Research Professor |
Machine learning; interpretable models; novelty detection; science applications |
 |
Weng-Keen Wong
Associate Professor |
Machine learning; probabilistic graphical models; anomaly detection; human-in-the-loop learning; computational sustainability |