Electrical Engineering and Computer Science

Dr. Gursel Serpen

Serpen

Professor

Office: NI 2027

Phone: (419) 530-8158

Scholars Page

RESEARCH INTERESTS

  • Intelligent and adaptive systems (wireless sensor networks)
  • Design and development of "smart/intelligent algorithms, rule based systems, and agents" (knowledge based systems)
  • Empirical model development through input/output data for blackbox systems or processes (machine learning)
  • Classifier development through empirical means (learning from data) (pattern recognition, neural net and machine learning)
  • Probabilistic knowledge base/inferencing model construction from data (Bayesian belief network)
  • Hybrid intelligent systems for regression (linear and nonlinear) and classification: ensembles, Computation complexity analysis and management of algorithms (space and time cost of algorithms)
  • Design and development of intelligent algorithms for real-time and/or distributed environments

For more details, background information, and publications please visit Dr. Gursel Serpen's scholars page.

Last Updated: 3/9/23