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

· Publications

· Teaching (2021-22)

• Undergraduate
• Probabilities and Statistics (Πιθανότητες και Στατιστική) (MYY304)
• Machine Learning (Μηχανική Μάθηση) (MYE002)
• Graduate
• Data Mining (Εξόρυξη Δεδομένων) (D1)
• Introduction to Dana Analysis and Processing (Εισαγωγή στην Ανάλυση Δεδομένων) (D0)

· 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)

· Tribute to Nikolas P. Galatsanos

---