Expertise: Machine Learning, Computational Linguistics, Stylistics, and Information Retrieval.
Expertise: Statistical methodologies with applications in engineering, including: multivariate interpolation, non-parametric modeling, design and analysis of experiments, computer experiments, Bayesian experimental design, engineering statistics.
Expertise: Visual Computing, Computer Vision, Computer Graphics, Image and Video Processing, Pattern Recognition, Machine Learning, Geometric Modeling, Medical Imaging, Document Imaging, Virtual and Augmented Reality, Human-Computer Interfaces, Image-Based Rendering, Multimedia Computing, Graphics Recognition, Vision Geometry.
Expertise: Machine Learning, Active Learning, Active Inference, Probabilistic Graphical Models, and Statistical Relational Learning
Expertise: Natural Language Processing, Data Mining, Machine Learning, Social Media Analysis
Expertise: Database systems, Data Provenance, Data Integration
Expertise: Computational complexity of numerical problems, Experimental design, Multivariate numerical approximation and integration, Monte Carlo and quasi-Monte Carlo methods.
College of Science
Expertise: Electronic interactive media, web design and development, user-centered research, visual and textual communication, history of technology.
Expertise: Algebraic statistics, applied and computational algebraic geometry and commutative algebra. Goodness of fit tests and parameter identifiability problems for social networks and biology, Applications of discrete mathematics to statistics and algebra.
Expertise: Distributed Systems, Grid Computing, Supercomputing, Cloud Computing.
Professional Master's Program Director
|Director, Professional Master's Programs and New Initiatives
Elizabeth Friedman, Ph.D.
College of Science
Illinois Institute of Technology