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

Academic Background

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 LearningClustering, classification, regression analysis, statistical pattern recognition, neural networks, generative models, diffusion models

Autonomous AgentsReinforcement learning, multi-task reinforcement learning, Markov decision processes (MDPs), multi-agents, imitation learning, applications (navigation, robotics)

Computer VisionImage segmentation, motion detection

BioengineeringBrain data analysis, bioinformatics, medical applications

Publications

View publication list

Teaching

Undergraduate

Probabilities and Statistics (Πιθανότητες και Στατιστική) — MYY304

Machine Learning (Μηχανική Μάθηση) — MYE002

Graduate

Machine Learning (Μηχανική Μάθηση) — D1

Previous Teaching

Undergraduate

Pattern Recognition (Αναγνώριση Προτύπων)
Applied Statistics (Εφαρμοσμένη Στατιστική)
Probability Theory (Πιθανότητες)
Introduction to Programming I & II (Εισαγωγή στον Προγραμματισμό I και II)

Graduate

Data Mining (Εξόρυξη Δεδομένων)
Bioinformatics (Αλγόριθμοι Βιοπληροφορικής)
Introduction to Data Analysis and Processing (Εισαγωγή στην Ανάλυση Δεδομένων) — D0

Tributes

Andreas G. StafylopatisMemorial page

Nikos P. GalatsanosTribute page