Konstantinos D. Blekas
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, generative
models
- Intelligent
Agents: Reinforcement learning, Markov decision processes
(MDPs), multi-agents, imitation learning, applications
- Computer
Vision: Image segmentation, motion detection
- Bioengineering:
Brain data analysis, bioinformatics, medical applications
· Teaching
(current)
·
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
§
Data Mining (Εξόρυξη
Δεδομένων)
§
Bioinformatics (Αλγόριθμοι
Βιοπληροφορικής)
§
Introduction to
Dana Analysis and Processing
(Εισαγωγή στην
Ανάλυση
Δεδομένων) (D0)
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