Area 4
The Software and Knowledge Engineering area is comprised of several collaborating
research groups. Research topics include novel pattern recognition techniques with
applications in video, image processing and biometrics, artificial intelligence
algorithms and natural language understanding, gaming and bioinformatics, and modern
approaches to software engineering, verification and validation, security and adaptive
computing.
Our research groups are interdisciplinary with students and faculty spanning the
computer science and electrical engineering fields, with collaborators in health
sciences, forensics departments and business schools. More than 50 undergraduate
and graduate students participate in our research. Below we highlight some of our
research.
Representative Labs
M.S. Core Courses
| CpE 684 |
Advanced Real-Time Systems Development |
| CS 573 |
Advanced Data Mining |
| CS 677 |
Pattern Recognition |
| CS 630 |
Empirical Methods in Software Engr and Computer Science |
Ph.D. Qualifier Core Courses
| CpE 684 |
Advanced Real-Time Systems Development |
| CS 573 |
Advanced Data Mining |
| CS 677 |
Pattern Recognition |
| CS 630 |
Empirical Methods in Software Engr and Computer Science |
Elective Courses
| BIOM 693 |
Adv. Biometrics |
| CS 533 |
Developing Portable Software |
| CS 558 |
Multimedia Systems |
| CS 572 |
Advanced Artificial Intelligence Techniques |
| CS 578/778 |
Medical Image Processing
|
| CS 665 |
Computer System Security |
| CS 674 |
Computational Photography |
| CS 676 |
Machine Learning |
| CS 678 |
Computer Vision |
| CS 736 |
Software Performance Engineering |
| CS 791X |
Search-based Software Engineering |
| CS 791X |
Software Reliability |
| CS 757 |
Distributed Systems and Algorithms |
| EE 565 |
Advanced Image Processing |
| SENG 530 |
Validation and Verification |