Stefanos Vrochidis

Principal Researcher, ITI, CERTH/ITI

Joined

July 2019

Names

Stefanos Vrochidis

Emails

****@iti.gr (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Principal Researcher

ITI, CERTH/ITI (iti.gr)

2024 – Present

Researcher

ITI, CERTH/ITI (iti.gr)

2006 – 2024

Advisors, Relations & Conflicts

Coauthor

Ioannis Kompatsiaris

2006 – Present

PhD Advisor

Ioannis Patras

2009 – 2013

Expertise

Multimodal analytics

Present

Multimedia understanding

Present

Multimodal fusion

Present

Publications

Perimeter Security Utilizing Thermal Object Detection
Georgios Orfanidis, Konstantinos Ioannidis, Stefanos Vrochidis, Ioannis Kompatsiaris
- Sensors
- Readers: Everyone
Machine Passport: Transforming Industrial Equipment Lifecycle Management Through Integrated Data and AI
Grigorios Tzionis, Georgia Kougka, Ilias Gialampoukidis, Stefanos Vrochidis, Ioannis Kompatsiaris, Maro Vlachopoulou
- Crossref
- Readers: Everyone
A Framework for Vision-Based 3D Inspections for Maintenance Activities and Digital Twin Integration
Panagiotis Vrachnos, Carlos Ramonell, Ilias Koulalis, Konstantinos Ioannidis, Irina Stipanovic, Stefanos Vrochidis
- IEEE
- Readers: Everyone
Evaluation of Explainable Artificial Intelligence methods in Language Learning Classification of Spanish Tertiary Education Students
Grigorios Tzionis, Gerasimos Antzoulatos, ATHANASIOS MAVROPOULOS, Ilias Gialampoukidis, MARTA GONZALEZ, Stefanos Vrochidis, Ioannis (Yiannis) Kompatsiaris, MARO VLACHOPOULOU
- Zenodo
- Readers: Everyone
SIAP: Synthetic dataset for maritime vessel risk profiling and illegal activity prediction
Spyridon Karamolegkos, Nikolaos Ι. Dourvas, Nikolaos Episkopos, Konstantinos Pikounis, Emmanouil Michail, Konstantinos Ioannidis, Stefanos Vrochidis
- Data in Brief
- Readers: Everyone
A review of LLMs and their applications in the architecture, engineering and construction industry
Dimitrios Kampelopoulos, Athina Tsanousa, Stefanos Vrochidis, Ioannis Kompatsiaris
- Artif. Intell. Rev. 2025
- Readers: Everyone
SIAP: Synthetic Dataset for Maritime Vessel Risk Profiling and Illegal Activity Prediction
Spyridon Karamolegkos, Nikolaos Dourvas, Nikolaos Episkopos, Konstantinos Pikounis, Emmanouil Michail, Konstantinos Ioannidis, Stefanos Vrochidis
- Zenodo
- Readers: Everyone
Comparative Analysis of Feature Importance in Machine Learning Models for Predictive Maintenance
Grigorios Tzionis, Myrsini Ntemi, Ilias Gialampoukidis, Stefanos Vrochidis, Ioannis Kompatsiaris, Maro Vlachopoulou
- Crossref
- Readers: Everyone
Sentinel-2 Satellite-Derived Bathymetry with Data-Efficient Domain Adaptation
Christos G. E. Anagnostopoulos, Vassilios Papaioannou, Konstantinos Vlachos, Anastasia Moumtzidou, Ilias Gialampoukidis, Stefanos Vrochidis, Ioannis Kompatsiaris
- Journal of Marine Science and Engineering
- Readers: Everyone
OpenOil-Based Analysis of Oil Dispersion Dynamics: The Agia Zoni II Shipwreck Case
Vassilios Papaioannou, Christos G. E. Anagnostopoulos, Konstantinos Vlachos, Anastasia Moumtzidou, Ilias Gialampoukidis, Stefanos Vrochidis, Ioannis Kompatsiaris
- Water
- Readers: Everyone

View all 512 publications

Co-Authors

View all 911 co-authors