Intelligent
Systems
Group
Emmanuel Fernandez
Larry Mazlack
Ali Minai (coordinator)
Carla Purdy
William Wee
Faculty Research Interests
Emmanuel Fernandez
Stochastic models, stochastic decision & control processes, intelligent/adaptive algorithms,
information technology.
Larry Mazlack
Intelligent databases and information structures, fuzzy systems, data mining,
hybrid intelligent systems.
Ali Minai
Self
-
organizing systems, computational biology, neural network models of cognition,
artificial life, sensor networks.
Carla Purdy
Intelligent sensor data processing, hybrid intelligent systems, computational biology.
William Wee
Intelligent signal/image processing, analysis and understanding.
Research Areas
•
Data mining.
•
Sensor networks.
•
Neural networks.
•
Evolutionary algorithms.
•
Distributed intelligence.
•
Adaptive decision and control.
•
Data and sensor fusion.
•
Search and optimization.
•
Hybrid intelligent systems.
•
Intelligent databases and information structures.
•
Complex adaptive systems.
•
Biologically
-
inspired systems.
•
Bioinformatics and computational biology.
•
Intelligent signal/image processing, analysis and understanding.
Course Requirements
All students must satisfy degree program course requirements.
M.S. Students must take at least 3 and Ph.D. students at least 4 of:
•
EECE 636 Intelligent Systems
•
EECE 638 Nonlinear and Intelligent Systems
•
EECE 642 Digital Image Processing
•
EECE
716 Semantic Web
•
EECE 728 Information Theory
•
EECE 741 Stochastic Decision and Control
•
EECE 785
Special topics in Intelligent Knowledge Representation
•
EECE 841 Advanced Decision Processes
•
EECE 844 Probability and Algorithms
•
EECE 854 Complex Systems
•
EECE 858 Data Mining
•
EECE 867 Biomorphic Systems
•
EECE 875 Robust Adaptive Control
•
EECE 986 Advanced Computer Vision
•
CS 621, 624 Mathematical Logic I and II
•
CS 633, 634 Artificial Intelligence I and II
•
CS 637 Machine Learning
•
CS 724 Logic in AI
•
CS 731 Distributed AI
•
CS 786 Computational Genomics
•
CS 821 Pattern Recognition
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