Ioannis Tsimperidis

Ioannis Tsimperidis is a Researcher at the Department of Informatics, Democritus University of Thrace (DUTH). His career includes roles as a Secondary Education teacher (2006-2021) and industry executive (2003-2004). Since 2021, he has been affiliated with DUTH's DI.PAE unit, focusing on interdisciplinary research.

Education: BSc (Electrical & Computer Engineering, Aristotle University of Thessaloniki, 1997); MSc/PhD (Democritus University of Thrace, 2002/2017).

Research interests span keystroke dynamics for user profiling, machine learning applications in cybersecurity and education, and deep learning for material defect detection. His work bridges behavioral science and engineering, with notable contributions to age/education-level prediction via typing patterns and marble crack detection via RGB-thermal fusion.

Publications reflect a dual focus: technical advancements in keystroke-based user identification and pedagogical innovations in STEM education. His 2023-2024 work highlights cross-disciplinary impact, applying AI to both industrial (marble quality control) and educational challenges (mobile tech barriers).

No awards/grants explicitly mentioned. Advising record unavailable. Active in multiple educational structures including IN.EP., D.I.E.K., and K.E.K., demonstrating sustained engagement with diverse educational frameworks.