معرفی
Konstantinos D. Blekas is a Professor at the Department of Computer Science & Engineering, Polytechnic School, University of Ioannina. His career spans over 25 years with research focusing on Machine Learning, Autonomous Agents, Computer Vision, and Bioengineering.
- Education: Diploma in Electrical Engineering (1993) and PhD in Electrical & Computer Engineering (1997) from NTUA.
- Teaching: Offers courses like Probabilities & Statistics (MY304), Machine Learning (MYE002), Data Mining, and Bioinformatics.
Research Interests include advanced machine learning techniques, reinforcement learning applications in traffic and robotics, image segmentation, and bioinformatics for medical data analysis. His work bridges theoretical innovation with practical implementations in autonomous systems and biomedical research.
Recent Publications highlight trends in multiagent reinforcement learning, neural network optimization, and fMRI data modeling, with applications in robotics, air traffic management, and biomedical imaging. Collaborative projects often integrate spatial constraints and generative models.
Scientific Awards
- Best Paper Award, DASC 2018
- Best Student Paper Award, SETN 2018
- 2nd Winner, AIBIRDS 2014 Competition
Professional Impact includes mentoring students, developing educational curricula, and cross-disciplinary research in medical AI. His work is widely cited (>1000 citations) with contributions to journals like Neural Networks, Medical Imaging, and AI Magazine.
