Konstantinos D. Blekas

Professor
Department of Computer Science & Engineering , 
Polytechnical School, University of Ioannina 
Tel : +30-26510-08816 - E-mail: kblekas AT cse.uoi.gr

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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 G. Stafylopatis)

· Research Interests

• Machine Learning: Clustering, classification, regression analysis, statistical pattern recognition, neural networks, generative models
• Autonomous Agents: Reinforcement learning, Markov decision processes (MDPs), multi-agents, imitation learning, traffic applications
• Computer Vision: Image segmentation, motion detection
• Bioengineering: Brain data analysis, bioinformatics, medical applications

· Publications

· Teaching (current)

• Undergraduate
• Probabilities and Statistics (Πιθανότητες και Στατιστική) (MYY304)
• Machine Learning (Μηχανική Μάθηση) (MYE002)
• Graduate
• Machine Learning (Μηχανική Μάθηση) (D1)

· 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)

· Tribute to Nikolas P. Galatsanos

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