Konstantinos D. Blekas
Associate Professor Department of Computer Science & Engineering , Polytechnical School, University of Ioannina Tel : +30-26510-08816 , Fax : +30 26510 08890 E-mail: kblekas AT cse.uoi.gr
Diploma in Electrical Engineering, (National
Technical University of Athens) Sep. 1993
Ph.D. in Electrical and Computer Engineering, (National Technical
University of Athens) Nov. 1997 (supervised by Professor Andreas Stafylopatis)
·
Research Interests
- Machine
Learning: Clustering, classification, regression
analysis, statistical pattern recognition, neural networks
- Intelligent
Agents: Reinforcement learning, Markov decision processes
(MDPs), multi-agents, imitation learning, applications
- Computer
Vision: Image segmentation, motion detection
- Bioinformatics/Medical
Informatics: fMRI data analysis, medical
applications and medical data analysis, motif discovery
· Teaching
(2021-22)
·
Old
o Undergraduate
§
Pattern
Recognition (Αναγνώριση
Προτύπων)
§
Applied
Statistics (Εφαρμοσμένη
Στατιστική)
§
Probability
Theory (Πιθανότητες)
§
Introduction to
Programming I & II (Εισαγωγή
στον
Προγραμματισμό
I και
ΙΙ)
o Graduate
§
Machine Learning
(Μηχανική
Μάθηση)
§
Bioinformatics (Αλγόριθμοι
Βιοπληροφορικής)
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