Computational Intelligence Laboratory | |
| Electrical and Computer Engineering 407-08 Lutz Hall University of Louisville Louisville, KY 40292 | phone: (+1 502) 852 3165 fax: (+1 502) 852 3940 email: jacek.zurada .a_t. louisville.edu www: ci.louisville.edu |
Home PageJacek M. ZuradaMembersAffiliatesPublicationsResearch ProjectsVisiting Researcher and Graduate Student Opportunities
Our research projects
Additive Parts-Based Data Representation with Non-negative Sparse Autoencoders
Developing autoencoders with receptive fields that show additive contributions as features of 2D and 3D imagesHumanizing Black Box Data Predictions with the Power of Explanations
Work with graduate students on recommender systems woth explanation facilityBuilding Virtual Community in Computational Intelligence and Machine Learning
Developing the CIML Community web portalComputational Intelligence in Medical Diagnosis
Improving performance of case-based classifiers for breast cancer detectionCase-specific reliability assessment in medical diagnosis
Chaotic Dynamics of Coupled Oscillators
Data Mining Using Computational Intelligence Techniques
Expert systems for testing, diagnostics, and medicineFuzzy rule extraction resulting in linguistic descriptions of data relationships
Theory of Neural Networks
Optimization of neural network architectures through perturbation methods, pruning techniques, and improved learning/scaling approachesMultivalued attractor-type associative memories
Neural Networks for Control, Identification, and Prediction
Inverse neural modeling of dynamic plantsTime series prediction
Prediction of drug dosage levels using neurocomputing
Development of neuro-fuzzy system to predict spine loading as a function of multiple dimensions of risk
Other Applications of Computational Intelligence Techniques
Identification of semiconductor manufacturing processesDesign centering and yield maximization in manufacturing
