Publications – Multimodal Data Fusion and Analytics Group

Exploring FIWARE-based Data Model for Data Sharing Platforms

I. Boutziona, N. Tsolakis, C. Maga-Nteve, M. Catalina, M. Hernandez, G. Epelde, P. Bamidis, E. Konstantinidis, G. Meditskos, S. Vrochidis, "Exploring FIWARE-Based Data Model for Data Sharing Platforms," in Proceedings of the 21st International Conference on Artificial Intelligence Applications and Innovations (AIAI 2025), I. Maglogiannis, L. Iliadis, A. Andreou, and A. Papaleonidas, Eds., Cham, Switzerland: Springer, 2025, pp. 126–139. DOI:10.1007/978-3-031-96235-6_10

Integrated Hydrodynamic and Atmospheric Modeling of Polyfytos Lake for Substance Dispersion Using Delft3D and Weather Research and Forecasting Model

V. Papaioannou, D. F. Mantsis, C. GE. Anagnostopoulos, K. Vlachos, A. Moumtzidou, I. Gialampoukidis, S. Vrochidis, I. Kompatsiaris, "Integrated hydrodynamic and atmospheric modeling of Polyfytos Lake for substance dispersion using Delft3D and Weather Research and Forecasting Model", Open Journal of Civil Engineering, vol. 15, pp. 223–248, 2025. DOI:10.4236/ojce.2025.152013

A knowledge-based approach for guided development of Infrastructure as Code

Z. Vasileiou, I. Kumara, G. Meditskos, K. Tokmakov, D. Radolović, J. Gorroñogoitia Cruz, E. Di Nitto, D. Andrew Tamburri, W. Van Den Heuvel, S. Vrochidis, "A knowledge-based approach for guided development of Infrastructure as Code", Software and Systems Modeling, 2025. DOI: https://doi.org/10.1007/s10270-025-01294-1

Comparative Analysis of Feature Importance in Machine Learning Models for Predictive Maintenance

G. Tzionis, G. Kougka, I. Gialampoukidis, S. Vrochidis, I. Kompatsiaris, M. Vlachopoulou, "Comparative Analysis of Feature Importance in Machine Learning Models for Predictive Maintenance", Springer Nature - Enterprise Interoperability XI Book, May 2025. DOI:10.1007/978-3-031-93995-2

Pioneering Energy Efficiency in Steel Industries Through Weighted SHAP and PFI Methodologies

G. Tzionis, M. Ntemi, I. Gialampoukidis, S. Vrochidis, I. Kompatsiaris, M. Vlachopoulou, "Pioneering Energy Efficiency in Steel Industries Through Weighted SHAP and PFI Methodologies", in Procceeding of the 2024 IEEE International Conference on Engineering, Technology, and Innovation (ICE/ITMC), December 2024. DOI:10.1109/ICE/ITMC61926.2024.10794238

Enhancing Robustness in Feature Importance Methods with NAFIC and CESHAP for Improved Interpretability

G. Tzionis, G. Kougka, I. Gialampoukidis, S. Vrochidis, I. Kompatsiaris, M. Vlachopoulou, "Enhancing Robustness in Feature Importance Methods with NAFIC and CESHAP for Improved Interpretability", Applied Artificial Intelligence Journal, Taylor & Francis Group, May 2025.

Enhancing Change Point Detection Through Key Actor Identification: A study in Cryptocurrency Transactions Networks

O. Theodosiadou, A. Kosmatopoulos, T. Skouras, C. Gkiourtzidis, T. Tsikrika, S. Vrochidis, I. Kompatsiaris, "Enhancing Change Point Detection Through Key Actor Identification: A study in Cryptocurrency Transactions Networks", IEEE Access, vol. 13, pp. 84620–84634, 2025. DOI:10.1109/ACCESS.2025.3566624

A Multi-Task Text Classification Pipeline with Natural Language Explanations for Greek Tweets

N. Mylonas, N. Stylianou, T. Tsikrika, S. Vrochidis, I. Kompatsiaris, "A Multi-Task Text Classification Pipeline with Natural Language Explanations for Greek Tweets", in Proceedings of the 4th International Conference on "Multilingual digital terminology today. Design, representation formats and management systems", Thessaloniki, Greece, 19-20 June, 2025.

Enhancing Health Risk Monitoring: An Explainable Human-Centric Approach Using Wearable Data and Sensor Integration

G. Tzanetis, A. Toumpas, Z. Vasileiou, G. Meditskos, S. Vrochidis, I. Kompatsiaris, "Enhancing Health Risk Monitoring: An Explainable Human-Centric Approach Using Wearable Data and Sensor Integration", in Proceedings of the ICPR 2024 International Workshops and Challenges (ICPR 2024), S. Palaiahnakote, S. Schuckers, J.M. Ogier, P. Bhattacharya, U. Pal, and S. Bhattacharya, Eds., Lecture Notes in Computer Science, vol. 15619, Springer, Cham, 2024. https://doi.org/10.1007/978-3-031-88223-4_29

A review of LLMs and their applications in the architecture, engineering and construction industry.

D. Kampelopoulos, A. Tsanousa, S. Vrochidis, I. Kompatsiaris, "A review of LLMs and their applications in the architecture, engineering and construction industry", Artificial Intelligence Review, vol. 58, no. 250, April 2025. DOI: 10.1007/s10462-025-11241-7.

Design of a configurable acoustic sensor for privacy-compliant urban soundscape recordings

P. Kritopoulou, G. Loupas, E. Lagiokapa, N. V. Georgakopoulou, S. Diplaris, S. Vrochidis, "Design of a configurable acoustic sensor for privacy-compliant urban soundscape recordings", in Proceedings of the Concurrency and Computation: Practice and Experience (IDC2024), Special Issue on "International Symposium on Intelligent Distributed Computing (IDC2024)", May 2025 [Online].

Distilling Gaming Strategy through Explainability in Tetris

E. Lagiokapa, G. Loupas, M. V. Kosti, N. Georgakopoulou, S. Diplaris, S. Vrochidis, "Distilling Gaming Strategy through Explainability in Tetris" in Proceedings of the Video4IMX Workshop at ACM IMX 2025, ACM, UFF, Niterói, RJ, Brazil, June 3-6, 2025.

Assessment of Oil Spill Dispersion and Weathering Processes in Saronic Gulf

V. Papaioannou, C. G. E. Anagnostopoulos, D. F. Mantsis, K. Vlachos, A. Moumtzidou, I. Gialampoukidis, S. Vrochidis, I. Kompatsiaris, "Assessment of Oil Spill Dispersion and Weathering Processes in Saronic Gulf," in Adv. Hydro Meteorol., vol. 2, no. 5, 2025. DOI: 10.33552/AHM.2025.02.000550

Digital Twin Development for Cultural Heritage Buildings: A Multimodal Approach to Simulating Energy Performance

E. Batziou, N. I. Dourvas, K. Ioannidis, S. Diplaris, S. Vrochidis, I. Kompatsiaris, "Digital Twin Development for Cultural Heritage Buildings: A Multimodal Approach to Simulating Energy Performance," in Proceedings of the ISIM Workshop at ACM IMX 2025, ACM, 2025.

Optimizing Carbon Footprint & Energy Performance for the Sustainability of Historic Buildings using Knowledge Graphs & Digital Twins

A. Vassiliades, A. I. Karageorgiadis, E. Batziou, S. Diplaris, E. A. Stathopoulos, N. Dourvas, K. Ioannidis, S. Vrochidis, I. Kompatsiaris, "Optimizing Carbon Footprint & Energy Performance for the Sustainability of Historic Buildings using Knowledge Graphs & Digital Twins.", in Proceedings of the 3rd Ιnternational Workshop on Knowledge Graphs for Sustainability (KG4S), Portoroz, Slovenia, June 1-2, 2025.

EVACTI: Evaluating the Actionability of Cyber Threat Intelligence

A. Dimitriadis, A. Papoutsis, D. Kavalieros, T. Tsikrika, S. Vrochidis, I. Kompatsiaris, "EVACTI: Evaluating the Actionability of Cyber Threat Intelligence", International Journal of Information Security, 2025.

RuleXploit: A Framework for Generating Suricata Rules from Exploits Using Generative AI

A. Papoutsis, A. Dimitriadis, I. Koritsas, D. Kavalieros, T. Tsikrika, S. Vrochidis, I. Kompatsiaris, "RuleXploit: A Framework for Generating Suricata Rules from Exploits Using Generative AI.", in Proceedings of the 2025 IEEE International Conference on Cyber Security and Resilience (IEEE CSR 2025), Crete, Greece, 4 - 6 August, 2025.

TI-GEN: A Framework for Generating STIX 2.1 Compliant CTI Using Generative AI

A. Papoutsis, A. Dimitriadis, D. Kavalieros, T. Tsikrika, S. Vrochidis, I. Kompatsiaris, "CTI-GEN: A Framework for Generating STIX 2.1 Compliant CTI Using Generative AI.", in Proceedings of the 2025 IEEE International Conference on Cyber Security and Resilience (IEEE CSR 2025), Crete, Greece, 4 - 6 August, 2025.

Wildfire Event Detection using Social Media and Earth Observation Data

E. Valla, A. Moumtzidou, I. Gialampoukidis, S. Vrochidis, I. Kompatsiaris, "Wildfire Event Detection using Social Media and Earth Observation Data.", in Proceedings of the Eleventh International Conference on Remote Sensing and Geoinformation of Environment, RSCy2025 (RSCy2025), Paphos, 17-19 March 2025, (Poster).

i-Game: Redefining Cultural Heritage Through Inclusive Game Design and Advanced Technologies

M. V. Kosti, S. Diplaris, N. Georgakopoulou, P. Runnel, C. Marini, N. Rovatsos, A. Barakli, E. de Lera, S. Vrochidis, I. Kompatsiaris, "i-Game: Redefining Cultural Heritage Through Inclusive Game Design and Advanced Technologies.", Electronics, vol. 14, no. 6, March 2025.

Online Child Grooming Detection: Challenges and Future Directions

N. Mylonas, N. Stylianou, D. Chatzakou, T. Spathi, S. Alevizos, A. Drandaki, A. Koufakis, G. Kalpakis, T. Tsikrika, S. Vrochidis, "Online Child Grooming Detection: Challenges and Future Directions.", in Paradigms on Technology Development for Security Practitioners, I. Gkotsis, D. Kavallieros, N. Stoianov, S. Vrochidis, D. Diagourtas, B. Akhgar, (eds), Security Informatics and Law Enforcement, Springer, Cham, pp 237–247. https://doi.org/10.1007/978-3-031-62083-6_19

AI methods in materials design, discovery and manufacturing: A review

I. Papadimitriou, I. Gialampoukidis, S. Vrochidis, I. Kompatsiaris, "AI methods in materials design, discovery and manufacturing: A review.", Computational Materials Science, vol. 235, February 2024. https://doi.org/10.1016/j.commatsci.2024.112793

An ontology-based framework for sports media data interpretation

N. Tsolakis, N. Vryzas, C. Dimoulas, C. Maga-Nteve, G. Meditskos, S. Vrochidis, "An Ontology-Based Framework for Sports Media Data Interpretation.", in Proceedings of the 14th International Conference on Information, Intelligence, Systems & Applications (IISA), Volos, Greece, July 10-12, 2023, pp. 1-8. DOI: 10.1109/IISA59645.2023.10345944

Enhancing Cardiac AI Explainability through Ontology-based Evaluation

N. Tsolakis, C. Maga-Nteve, S. Vrochidis, N. Bassiliades, G. Meditskos, "Enhancing Cardiac AI Explainability Through Ontology-Based Evaluation.", in Proceedings of the 15th International Conference on Information, Intelligence, Systems & Applications (IISA), Chania Crete, Greece, 2024, pp. 1-4. DOI: 10.1109/IISA62523.2024.10786663

A Secure Data Publishing and Access Service for Sensitive Data from Living Labs: Enabling Collaboration with External Researchers via Shareable Data

M. Hernandez, E. Konstantinidis, G. Epelde, F. Londoño, D. Petsani, M. Timoleon, V. Fiska, L. Mpaltadoros, C. Maga-Nteve, I. Machairas, P. D. Bamidis, "A Secure Data Publishing and Access Service for Sensitive Data from Living Labs: Enabling Collaboration with External Researchers via Shareable Data.", Big Data and Cognitive Computing, vol. 8, no. 6, May 2024.

Towards a Framework for Seismic Data

V. Mastoras, A. Vassiliades, M. Rousi, S. Diplaris, T. Mavropoulos, I. Gialampoukidis, S. Vrochidis, Ι. Kompatsiaris, "Towards a Framework for Seismic Data.", in Proceedings of the Fifth Ibero-American Knowledge Graph and Semantic Web Conference joint with Fourth Indo-American Knowledge Graph and Semantic Web Conference , University of Zaragoza, Zaragoza, Spain, November 13-15, 2023.

CNN-based Deep Auto-Encoders for Limited Gas Chromatography – Ion Mobility Spectrometry Data

G. Kirtsanis, G. Dolias, S. Kintzios, K. Ioannidis, S. Vrochidis, I. Kompatsiaris, "CNN-based Deep Auto-Encoders for Limited Gas Chromatography - Ion Mobility Spectrometry Data.", in Proceedings of the IEEE I2MTC – International Instrumentation and Measurement Technology Conference, Chemnitz, Germany, May 19-22, 2025, (Accepted for presentation).

User-Driven Climate Resilience Across Southern European Region

G. Xekalakis, P. M. Lopez, M. A. Ruiz, T. Tötzer, P. Kaleta, K. Karystinakis, A. Moumtzidou, R. Forjan, P. Christou, C. Anastasiou, V. Pavone, G. D’Angelo, F. Solano Cobos, M. Bügelmayer-Blaschek, S. Boutsis, M. Vurnek, I. Murano, P. Del Prete, P. Kutschera, D. Leonidis, E. Kazamia, A. Warde, J. Hawkes, P. Colonna, V. Petruso, B. Russo, M. F. Leone, M. Schneider, A. Hochebner, G. Zuccaro, D. Havlik, "User-Driven Climate Resilience Across Southern European Regions.", Climate, vol. 13, no. 1, January 2025. https://doi.org/10.3390/cli13010002

CylinDeRS: A Large-Scale Dataset for Robust Gas Cylinder Detection in Real-World Scenes

K. Stavrothanasopoulos, K. Gkountakos, K. Ioannidis, T. Tsikrika, S. Vrochidis, I. Kompatsiaris, "CylinDeRS: A Benchmark Visual Dataset for Robust Gas Cylinder Detection and Attribute Classification in Real-World Scenes.", Sensors, vol. 25, no. 4, 2025.

Cross-domain Hate Speech Detection for Content Moderation in Greek Social Networks

N. Stylianou, T. Tsikrika, S. Vrochidis, I. Kompatsiaris, "Cross-domain Hate Speech Detection for Content Moderation in Greek Social Networks.", in Proceedings of the 23rd IEEE/WIC International Conference on Web Intelligence and Intelligent Agent Technology, Bangkok, Thailand, December 9-12, 2024.

Towards AI-Driven Prediction of Terrorism Risk Based on the Analysis of Localized Web News

G. Koutidis, K. Loumponias, T. Tsikrika, S. Vrochidis, I. Kompatsiaris, "Towards AI-Driven Prediction of Terrorism Risk Based on the Analysis of Localized Web News.", IEEE Access, vol. 12, pp. 167288-167299, 2024. https://doi.org/10.1109/ACCESS.2024.3485913

VERGE in VBS 2025

N. Pantelidis, D. Georgalis, M. Pegia, D. Galanopoulos, K. Apostolidis, K. Stavrothanasopoulos, A. Moumtzidou, K. Gkountakos, I. Gialampoukidis, S. Vrochidis, V. Mezaris, Ι. Kompatsiaris, "VERGE in VBS 2025.", in Proceedings of the 31st International Conference on Multimedia Modeling, Napa, Japan, January 8-10, 2025.

Comparative Analysis of Learning-Based Approaches for Change Detection in Satellite Images

M. Pegia, B. Þ. Jónsson, A. Moumtzidou, I. Gialampoukidis, S. Vrochidis, I. Kompatsiaris, "Comparative Analysis of Learning-Based Approaches for Change Detection in Satellite Images.", IEEE Selected Topics in Applied Earth Observations and Remote Sensing, vol. 18, pp. 3766-3781, 2024. DOI: 10.1109/JSTARS.2024.3522350

Innovative digital forensic and investigation tools for Law Enforcement: The EMPOWER & TRACY Approach

N. Avgerinos, P. Mertis, M. Tsagaris, N. Desipris, G. Lyberopoulos, E. Theodoropoulou, K. Filis, J. Sarajlić, M. Pastor, D. Chatzakou, G. Kalpakis, C. Chatzikonstantinou, D. Tsatsou, S. Demertzis, P. Leskovsky, C. Mendes, S. Linehan, J. Mulcahy, I. Karvelas, M. Álvarez Fernández, A. Alegria, "Innovative Digital Forensic and Investigation Tools for Law Enforcement: The EMPOWER & TRACY Approach.", in Proceedings of the 20th International Conference on Artificial Intelligence Applications and Innovations (AIAI 2024), Corfu, Greece, 27-30 June 2024.

AI-based framework for supporting micro and small Hosting Service Providers on the report and removal of online terrorist content

G. Kalpakis, C. Paternoster, M. Mancuso, D. Kozhuharova, T. Spathi, T. Semertzidis, ... & Vrochidis, "AI-Based Framework for Supporting Micro and Small Hosting Service Providers on the Report and Removal of Online Terrorist Content", In Paradigms on Technology Development for Security Practitioners (pp. 249-261). Cham: Springer Nature Switzerland, 2024

A Comprehensive Review of Deep Learning-based Anomaly Detection Methods for Precision Agriculture

K. Gkountakos, K. Ioannidis, K. Demestichas, S. Vrochidis, I. Kompatsiaris, "A Comprehensive Review of Deep Learning-based Anomaly Detection Methods for Precision Agriculture.", in IEEE Access, vol. 12, pp. 197715-197733, December 2024.

ITI-CERTH participation in ActEV and AVS Tracks of TRECVID 2024

K. Gkountakos, D. Galanopoulos, A. Leventakis, G. Tsionkis, K. Stavrothanasopoulos, K. Ioannidis, S. Vrochidis, V. Mezaris, I. Kompatsiaris, "ITI-CERTH participation in ActEV and AVS Tracks of TRECVID 2024.", in Proceedings of the TRECVID 2024 Workshop, Gaithersburg, MD, USA, November 2024.

Applied logic and semantics on indoor and urban adaptive design through knowledge graphs, reasoning and explainable argumentation

E. A. Stathopoulos, A. Vassiliades, S. Diplaris, S. Vrochidis, I. Kompatsiaris, "Applied logic and semantics on indoor and urban adaptive design through knowledge graphs, reasoning and explainable argumentation.", The Knowledge Engineering Review, vol. 39, 2024. DOI: 10.1017/S0269888924000043

Multimodal fusion of inertial sensors and single RGB camera data for 3D human pose estimation based on a hybrid LSTM-Random forest fusion network

V. R. Xefteris, A. C. Syropoulou, T. Pistola, P. Kasnesis, I. Poulios, A. Tsanousa, S. Symeonidis, S. Diplaris, K. Goulianas, P. Chatzimisios, S. Vrochidis, "Multimodal fusion of inertial sensors and single rgb camera data for 3d human pose estimation based on a hybrid lstm-random forest fusion network.", Internet of Things, 2024. DOI:https://doi.org/10.1016/j.iot.2024.101465

Descriptor Impact on Multimodal 3D Retrieval

M. Pegia, B. Þ. Jónsson, A. Moumtzidou, S. Diplaris, I. Gialampoukidis, S. Vrochidis, I. Kompatsiaris, "Descriptor Impact on Multimodal 3D Retrieval.", in Proceedings of the Content-based Multimedia Indexing (CBMI), Reykjavik, Iceland, 18-20 September 2024, pp. 1-7. DOI: 10.1109/CBMI62980.2024.10859199

VERGE: Simplifying Video Search for Novice Users

N. Pantelidis, M. Pegia, D. Galanopoulos, D. Georgalis, K. Apostolidis, K. Stavrothanasopoulos, A. Moumtzidou, K. Gkountakos, I. Gialampoukidis, S. Vrochidis, V. Mezaris, I. Kompatsiaris, "VERGE: Simplifying Video Search for Novice Users.", in Proceedings of the Content-based Multimedia Indexing (CBMI), Reykjavik, Iceland, 18-20 September 2024, pp. 1-6. DOI: 10.1109/CBMI62980.2024.10859248

Wildfire Detection for Emergency Responders using X

D. Stefanopoulos, A. Bozas, M. Maslioukova, G. Christodoulou, Y. Kouloglou, M. Pegia, A. Moumtzidou, I. Gialampoukidis, K. Avgerinakis, S. Vrochidis, I. Kompatsiaris, "Wildfire Detection for Emergency Responders using X.", in Proceedings of the Content-based Multimedia Indexing (CBMI), Reykjavik, Iceland, 18-20 September 2024, pp. 1-7. DOI: 10.1109/CBMI62980.2024.10858873

Towards Advanced Wildfire Analysis: A Siamese Network-Based Change Detection Approach through Self-Supervised Learning

D. Valsamis, A. Oikonomidis, C. Chatzichristaki, A. Moumtzidou, I. Gialampoukidis, S. Vrochidis, I. Kompatsiaris, "Towards Advanced Wildfire Analysis: A Siamese Network-Based Change Detection Approach through Self-Supervised Learning.", in Proceedings of the Content-based Multimedia Indexing (CBMI), Reykjavik, Iceland, 18-20 September 2024, pp. 1-7. DOI: 10.1109/CBMI62980.2024.10858874

Vision-Language Pretraining for Variable-shot Image Classification

S. Α. Papadopoulos, K. Ioannidis, S. Vrochidis, I. Kompatsiaris, I. Patras, "Vision-Language Pretraining for Variable-shot Image Classification.", in Proceedings of the International Conference on Multimedia Modeling, Nara, Japan, January 8-10, 2025.

Detection of Complex Formations in an Inland Lake from Sentinel-2 Images Using Atmospheric Corrections and a Fully Connected Deep Neural Network

D. F. Mantsis, A. Moumtzidou, I. Lioumbas, I. Gialampoukidis, A. Christodoulou, A. Mentes, S. Vrochidis, I. Kompatsiaris, "Detection of Complex Formations in an Inland Lake from Sentinel-2 Images Using Atmospheric Corrections and a Fully Connected Deep Neural Network.", Remote Sensing, vol. 16, no. 20, 2024. https://doi.org/10.3390/rs16203913

Forecasting Lakes’ Chlorophyll Concentrations Using Satellite Images and Generative Adversarial Networks, Water Resources Research.

N. Nagkoulis, G. Vasiloudis, A. Moumtzidou, I. Gialampoukidis, S. Vrochidis, I. Kompatsiaris, "Forecasting lakes' chlorophyll concentrations using satellite images and generative adversarial networks.", Water Resources Research, vol. 60, no. 10, October 2024. https://doi.org/10.1029/2024WR037138

“PERIVALLON: Improved Intelligence Picture and Operational Capacities to Combat Organised Environmental Crime “

E. Villamor Medina, T. Tsikrika, P. Fraternali, L. Caldararu, V. Efstathiou, S. Balbierz, E. Skarlatos, E. Korenjak, A. Karakostas, L. Di Nuovo, F. Benolli, D. Bellingeri, D. Borloo, R. Sciunnach, J. Berggren, O. Manolache, I. Petropoulos, R. Bors, N. Haimov, A. Staniforth, J. Thompson, "PERIVALLON: Improved Intelligence Picture and Operational Capacities to Combat Organised Environmental Crime.", in Paradigms on Technology Development for Security Practitioners, I. Gkotsis, D. Kavallieros, N. Stoianov, S. Vrochidis, D. Diagourtas, B. Akhgar, Eds., Springer, Cham. https://doi.org/10.1007/978-3-031-62083-6_16

Innovative Visual Analysis Solutions to Support Disaster Management

E. Michail, P. Giannakeris, I. Koulalis, S. Vrochidis, I. Kompatsiaris, "Innovative Visual Analysis Solutions to Support Disaster Management.", in Responding to Extreme Weather Events, D. Sempere-Torres, A. Karakostas, C. Rossi, P. Quevauviller, Eds., 2024. https://doi.org/10.1002/9781119741374.ch10

Mapping the Current Status of CTI Knowledge Graphs through a Bibliometric Analysis

M. Papoutsoglou, G. Meditskos, N. Bassiliades, E. Kontopoulos, S. Vrochidis, "Mapping the Current Status of CTI Knowledge Graphs through a Bibliometric Analysis.", in Proceedings of the 13th Conference on Artificial Intelligence (SETN 2024), Piraeus, Greece, ACM, New York, NY, USA, September 11–13, 2024, pp. 1 - 6.

Paradigms on Technology Development for Security Practitioners

I. Gkotsis, D. Kavallieros, N. Stoianov, S. Vrochidis, D. Diagourtas, B. Akhgar, "Paradigms on Technology Development for Security Practitioners",‎ 552 pages, Springer, 2024

Integrating AI and Computer Vision for Ballistic and Bloodstain Analysis in 3D Digital Forensics

E. Patsiouras, S. Kyriakou Vasileiou, S. A. Papadopoulos, N. I. Dourvas, K. Ioannidis, S. Vrochidis, I. Kompatsiaris, "Integrating AI and Computer Vision for Ballistic and Bloodstain Analysis in 3D Digital Forensics.", in Proceedings of the IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE), St Albans, UK, October 21-23, 2024.

MUDDAT: A Sentinel-2 Image-Based Muddy Water Benchmark Dataset for Environmental Monitoring

C. Psychalas, K. Vlachos, A. Moumtzidou, I. Gialampoukidis, S. Vrochidis, I. Kompatsiaris, "MUDDAT: A Sentinel-2 image-based muddy water benchmark dataset for environmental monitoring.", in Proceedings of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2024), Athens, Greece, 07-12 July 2024, pp. 2902-2907. DOI: 10.1109/IGARSS53475.2024.10642051

A Framework for Vision-Based 3D Inspections for Maintenance Activities and Digital Twin Integration

P. Vrachnos, C. Ramonell, I. Koulalis, K. Ioannidis, I. Stipanovic, S. Vrochidis, "A Framework for Vision-Based 3D Inspections for Maintenance Activities and Digital Twin Integration.", in Proceedings of the 21st International Conference on Content-based Multimedia Indexing (CBMI), Reykjavik, Iceland, July 2024.

Towards Semantically Conscious, Conversation-Based Chatbot Services for Migrants

G. Meditskos, S. Tegos, C. Bouas, A. Tassios, K. Manousaridis, M. Papoutsoglou, T. Mavropoulos, S. Vrochidis, "Towards Semantically Conscious, Conversation-Based Chatbot Services for Migrants.", in Proceedings of the Artificial Intelligence Applications and Innovations (AIAI 2024), Springer Nature Switzerland, 2024, pp. 139–148.

Enhanced Defect Detection in Airport Runway Infrastructure Using Image-Text Pairing

M. Krestenitis, E. Badeka, I. Koulalis, K. Ioannidis, S. Vrochidis, "Enhanced Defect Detection in Airport Runway Infrastructure Using Image-Text Pairing.", in Proceedings of the 21st International Conference on Content-based Multimedia Indexing (CBMI), Reykjavik, Iceland.

Social Media Monitoring for Disaster Management

S. Andreadis, I. Gialampoukidis, S. Vrochidis, I. Kompatsiaris, "Social Media Monitoring for Disaster Management.", in Responding to Extreme Weather Events, Wiley Online Library, 2024, pp. 224-242. https://doi.org/10.1002/9781119741374.ch11

Semantic Modelling for Representation and Integration of Health Data from Wearable Devices

T. Tasia, C. Maga-Nteve, N. Tsolakis, G. Meditskos, T. Mavropoulos, S. Vrochidis, "Semantic Modelling for Representation and Integration of Health Data from Wearable Devices.", in Artificial Intelligence Applications and Innovations, I. Maglogiannis, L. Iliadis, J. Macintyre, M. Avlonitis, A. Papaleonidas, Eds., Springer, Cham, vol 711. https://doi.org/10.1007/978-3-031-63211-2_17

An End-to-End Framework for Cybersecurity Taxonomy and Ontology Generation and Updating

A. Kougioumtzidou, A. Papoutsis, D. Kavallieros, T. Mavropoulos, T. Tsikrika, S. Vrochidis, I. Kompatsiaris, "An End-to-End Framework for Cybersecurity Taxonomy and Ontology Generation and Updating.", in Proceedings of the IEEE International Conference on Cyber Security and Resilience, CSR 2024, London, UK, September 2-4, 2024.

Multimodality in Media Retrieval

M. Pegia, "Multimodality in Media Retrieval.", in Proceedings of the 2024 International Conference on Multimedia Retrieval (ICMR 2024), Phuket, Thailand, June 10-14, 2024.

Multimedia Retrieval in and for XR

M. Pegia, S. Diplaris, S. Vrochidis, H. Schuldt, F. Spiess, R. Arnold, W. Bailer, "Multimedia Retrieval in and for XR.", in Proceedings of the 2024 International Conference on Multimedia Retrieval (ICMR 2024), Phuket, Thailand, June 10-14, 2024.

3DMSE: An Interactive 3D Media Search Engine

M. Pegia, D. Georgalis, N. Pantelidis, B. Þ. Jónsson, A. Moumtzidou, S. Diplaris, I. Gialampoukidis, S. Vrochidis, I. Kompatsiaris. "3DMSE: An Interactive 3D Media Search Engine", in Proceedings of the 2024 International Conference on Multimedia Retrieval (ICMR 2024), Phuket, Thailand, June 10-14, 2024.

Embodied Augmented Reality for Lower Limb Rehabilitation

F. Sarri, P. Kasnesis, S. Symeonidis, I. Paraskevopoulos, S. Diplaris, F. Posteraro, G. Georgoudis, K. Mania, "Embodied Augmented Reality for Lower Limb Rehabilitation.", in Proceedings of the EUROGRAPHICS 2024, workshop on 'Creating Lively Interactive Populated Environments (CLIPE)' (CLIPE 2024), Limassol, Cyprus, 2024.

Enhanced real-time motion transfer to 3D avatars using RGB-based human 3D pose estimation

I. Poulios, T. Pistola, S. Symeonidis, S. Diplaris, K. Ioannidis, S. Vrochidis, I. Kompatsiaris, "Enhanced real-time motion transfer to 3D avatars using RGB-based human 3D pose estimation.", in Proceedings of the ACM IMX 2024 Conference, Stockholm, Sweden, June 12-14, 2024.

Resilient and adaptive renovation of the 20th century buildings towards net-zero carbon built heritage – The approach of the SINCERE research project

E. Tziviloglou, C. Stentoumis, J. I. Alvarez, E. Stathopoulos, S. Diplaris, A. Sfetsos, D. Vlachogiannis, I. Karatasios, "Resilient and adaptive renovation of 20th century buildings towards net-zero carbon built heritage - The approach of the SINCERE research project.", In Proceedings of the 11th International Symposium on the Conservation of Monuments in the Mediterranean Basin (MONUBASIN), Athens, Greece, June 17-19, 2024.

Bias Detection and Mitigation in Textual Data: a Study on Fake News and Hate Speech Detection

A. Kasampalis, D. Chatzakou, T. Tsikrika, S. Vrochidis, I. Kompatsiaris, "Bias Detection and Mitigation in Textual Data: a Study on Fake News and Hate Speech Detection.", in Proceedings of the 46th European Conference on Information Retrieval (ECIR 2024), Part III, Glasgow, UK, March 24-28, 2024, pp. 374-383. https://doi.org/10.1007/978-3-031-56063-7_29

FIWARE-compatible Smart Data Models for Satellite Imagery and Flood Risk Assessment to Enhance Data Management

Y. Kouloglou, G. Antzoulatos, G. Vosinakis, F. Lombardo, A. Abella, M. Bakratsas, A. Moumtzidou, E. Maltezos, I. Gialampoukidis, E. Ouzounoglou, S. Vrochidis, A. Amditis, I. Kompatsiaris, M. Ferri, "FIWARE-compatible Smart Data Models for Satellite Imagery and Flood Risk Assessment to Enhance Data Management.", Information, vol. 15, no. 5, 2024. https://doi.org/10.5281/zenodo.10198821

From Research to Applications: What Can We Extract with Social Media Sensing?

A. Bozas, S. Andreadis, D. Chatzakou, S. Symeonidis, O. Theodosiadou, P. Kyriakidis, A. Kokkalas, E. A. Stathopoulos, S. Diplaris, T. Tsikrika, I. Gialampoukidis, S. Vrochidis, I. Kompatsiaris, “What Can We Extract with Social Media Sensing? - Insights from Research to Applications.” SN COMPUT. SCI., vol. 5, 2024. https://doi.org/10.1007/s42979-024-02712-9

Frugal and Robust AI for Defence Advanced Intelligence

A. Papagianni, K. Ioannidis, T. Tsikrika, S. Vrochidis, I. Kompatsiaris, "Frugal and Robust AI for Defence Advanced Intelligence.", in Paradigms on Technology Development for Security Practitioners, Security Informatics and Law Enforcement, Springer, Cham, 2024.

XR4DRAMA a knowledge-based system for disaster management and media planning

A. Vassiliades, G. Stathopoulos-Kampilis, G. Antzoulatos, S. Symeonidis, S. Diplaris, S. Vrochidis, N. Bassiliades, I. Kompatsiaris, "XR4DRAMA a knowledge-based system for disaster management and media planning.", The Knowledge Engineering Review, vol. 39, pp. 1–28, 2024.

Using atmospheric models to simulate backward certain gases that are the result of illegal activities and locate the source

D. Mantsis, I. Gialampoukidis, S. Vrochidis, Τ. Tsikrika, Ι. Kompatsiaris, "Using atmospheric models to simulate backward certain gases that are the result of illegal activities and locate the source.", in Proceedings of the EGU General Assembly, EGU23-2323, Vienna, Austria, 24–28 April 2023.

Connecting the Elderly Using VR: A Novel Art-Driven Methodology

M. V. Kosti, M. Benayoun, N. Georgakopoulou, S. Diplaris, T. Pistola, V. R. Xefteris, A. Tsanousa, K. Valsamidou, P. Koulali, Y. Shekhawat, P. Sciama, I. Kalisperakis, S. Vrochidis, I. Kompatsiaris, "Connecting the Elderly Using VR: A Novel Art-Driven Methodology.", Applied Sciences, vol. 14, no. 5, 2024.

VERGE IN VBS 2024

N. Pantelidis, M. Pegia, D. Galanopoulos, K. Apostolidis, K. Stavrothanasopoulos, A. Moumtzidou, K. Gkountakos, I. Gialampoukidis, S. Vrochidis, V. Mezaris, I. Kompatsiaris, B. Jonsson, "VERGE in VBS 2024.", in Proceedings of the 30th International Conference on Multimedia Modeling (MMM 2024), Amsterdam, The Netherlands, January 29 - February 2, 2024.

A Framework for 3D Modeling of Construction Sites Using Aerial Imagery and Semantic NeRFs

P. Vrachnos, M. Krestenitis, I. Koulalis, K. Ioannidis, S. Vrochidis, "A Framework for 3D Modeling of Construction Sites Using Aerial Imagery and Semantic NeRFs.", in Proceedings of the International Conference on Multimedia Modeling, Springer Nature Switzerland, January, 2024, pp. 175-187.

Time-Quality Tradeoff of MuseHash Query Processing Performance

M. Pegia, F. A. López, A. Moumtzidou, A. Gutierrez-Torre, B. Þór Jónsson, J. Lluís Berral-García, I. Gialampoukidis, S. Vrochidis, I. Kompatsiaris, "Time-Quality Tradeoff of MuseHash Query Processing Performance.", in Proceedings of the 30th International Conference on Multimedia Modeling (MMM 2024), Amsterdam, The Netherlands, January 29 - February 2, 2024.

Multimodal 3D Object Retrieval

M. Pegia, B. Þór Jónsson, A. Moumtzidou, S. Diplaris, I. Gialampoukidis, S. Vrochidis, I. Kompatsiaris, "Multimodal 3D Object Retrieval", in Proceedings of the 30th International Conference on Multimedia Modeling (MMM 2024), Amsterdam, The Netherlands, January 29 - February 2, 2024.

Object Detection and Recognition in Visual Content Understanding

D. Touska, K. Gkountakos, O. Theodosiadou, T. Tsikrika, S. Vrochidis, "Object Detection and Recognition in Visual Content Understanding", CERTH, Thessaloniki, Greece, Tech. Rep. INFINITY project H2020, 2023.

Deep Explainability: Spin-Geometrical Neural Meta-Structures

S. Karamitziou, T. Mavropoulos, D. Ntioudis, G. Meditskos, S. Vrochidis, I. Kompatsiaris, "Deep Explainability: Spin-Geometrical Neural Meta-Structures.", in Proceedings of the IEEE International Conference on Big Data 2023, 3rd Workshop on Multimodal AI (MMAI 2023), December 15-18, 2023. https://doi.org/10.48550/arXiv.2311.16111

Novel Framework for Quality Control in Vibration Monitoring of CNC Machining

G. Apostolou, M. Ntemi, S. Paraschos, I. Gialampoukidis, A. Rizzi, S. Vrochidis, I. Kompatsiaris, "Novel Framework for Quality Control in Vibration Monitoring of CNC Machining.", Sensors, vol. 24, no. 1, 2024. https://doi.org/10.3390/s24010307

A Monitoring Tool for Terrorism-related Key-players and Key-communities in Social Media Networks

S. Andreadis, I. Gialampoukidis, G. Kalpakis, T. Tsikrika, S. Papadopoulos, S. Vrochidis, I. Kompatsiaris, "A Monitoring Tool for Terrorism-related Key-players and Key-communities in Social Media Networks", in Proceedings of the 2017 IEEE European Intelligence and Security Informatics Conference (EISIC 2017), Dekelia Air Base, Athens, Greece, September 11-13, 2017.

A Multimodal Late Fusion Framework for Physiological Sensor and Audio-Signal-Based Stress Detection: An Experimental Study and Public Dataset

V. R. Xefteris, M. Dominguez, J. Grivolla, A. Tsanousa, F. Zaffanela, Μ. Monego, S. Symeonidis, S. Diplaris, L. Wanner, S. Vrochidis, I. Kompatsiaris, "A Multimodal Late Fusion Framework for Physiological Sensor and Audio-Signal-Based Stress Detection: An Experimental Study and Public Dataset.", Electronics, vol. 12, no. 23, December 2023, DOI: 10.3390/electronics12234871

Fusion of Environmental Sensors for Occupancy Detection in a Real Construction Site

Α. Tsanousa, C. Moschou, E. Bektsis, S. Vrochidis, I. Kompatsiaris,"Fusion of Environmental Sensors for Occupancy Detection in a Real Construction Site.", Sensors, vol. 23, no. 23, 2023. https://doi.org/10.3390/s23239596

Predicting Consumer Service Price Evolution during the COVID-19 Pandemic: An Optimized Machine Learning Approach

T. Papadopoulos, I. Kosmas, G. Botsoglou, N. I. Dourvas, C. Maga-Nteve, C. Michalakelis, "Predicting Consumer Service Price Evolution during the COVID-19 Pandemic: An Optimized Machine Learning Approach.",Electronics, vol. 12, no. 18, 2023. DOI:https://doi.org/10.3390/electronics12183806

Evaluation of Explainable Artificial Intelligence methods in Language Learning Classification of Spanish Tertiary Education Students

G. Tzionis, G. Antzoulatos, P. Papaioannou, A. Mavropoulos, I. Gialampoukidis, M. González Burgos, S. Vrochidis, I. Kompatsiaris, M. Vlachopoulou, "Evaluation of Explainable Artificial Intelligence methods in Language Learning Classification of Spanish Tertiary Education Students.",in Proceedings of the International Conference on Interactive Mobile Communication, Technologies and Learning (IMCL 2023), Thessaloniki, Greece, November 9, 2023.

Overcome the Fear Of Missing Out: Active sensing UAV scanning for precision agriculture

M. Krestenitis, E. Raptis, A. Kapoutsis, K. Ioannidis, E. Kosmatopoulos, S. Vrochidis, "Overcome the Fear Of Missing Out: Active sensing UAV scanning for precision agriculture.", Robotics and Autonomous Systems, vol. 172, February 2024. https://doi.org/10.1016/j.robot.2023.104581

Towards a Paradigm Shift on Mapping Muddy Waters with Sentinel-2 Using Machine Learning

C. Psychalas, K. Vlachos, A. Moumtzidou, I. Gialampoukidis, S. Vrochidis, I. Kompatsiaris, "Towards a Paradigm Shift on Mapping Muddy Waters with Sentinel-2 Using Machine Learning.", Sustainability, vol. 15, no. 18, September 2023. https://doi.org/10.3390/su151813441

Social media sensing for forest wildfires- a case study from Greece

Α. Bozas, G. Sakkas, Y. Kouloglou, A. Moumtzidou, N. Kalopodis, K. Demestichas, I. Gialampoukidis, A. Giordanis, I. Vourvachis, S. Vrochidis, I. Kompatsiaris, "Social media sensing for forest wildfires- a case study from Greece.", in Proceedings of the 10th International Conference on Civil Protection & New Technologies (SafeAttica), War Museum, Athens, Greece, 20-30 June, 2023. https://doi.org/10.5281/zenodo.10101880

WQEMS platform for inland surface water bodies’ monitoring: serving user communities and supporting expert analyses

M. G. Scarpino, M. Matera, P. Bauer, I. Manakos, A. Kita, K. Vlachos, A. Bozas, I. Serral, A. Moumtzidou, I. Gialampoukidis, S. Vrochidis,"WQEMS platform for inland surface water bodies' monitoring: serving user communities and supporting expert analyses", in Proceedings of the Ninth International Conference on Remote Sensing and Geoinformation of the Environment (RSCy2023), vol. 1278615, SPIE, Ayia Napa, Cyprus, 3-5 April, 2023.

A Practical and Scalable Privacy-preserving Framework

N. Avgerinos, S. D. Antonio, I. Kamara, C. Kotselidis, I. Lazarou, T. Mannarino, G. Meditskos, K Papachristopoulou, A. Papoutsis, P. Roccetti, M. Zuber, "A Practical and Scalable Privacy-preserving Framework.", in Proceedings of the IEEE International Conference on Cyber Security and Resilience (CSR), Venice, Italy, July 31 – August 2023, pp. 598-603.

Digital twinning during load tests of railway bridges – case study: the high-speed railway network, Extremadura, Spain

R. Chacón, C. Ramonell, H. Posada, P. Sierra, R. Tomar, C. Martínez de la Rosa, A. Rodriguez, I. Koulalis, K. Ioannidis, S. Wagmeister, "Digital twinning during load tests of railway bridges - case study: the high-speed railway network, Extremadura, Spain.", Structure and Infrastructure Engineering, vol. 20, no. 7-8, pp. 1105-1119, 2023. DOI:https://doi.org/10.1080/15732479.2023.2264840

VERGE in VBS 2023

N. Pantelidis, S. Andreadis, M. Pegia, A. Moumtzidou, D. Galanopoulos, K. Apostolidis, D. Touska, K. Gkountakos, I. Gialampoukidis, S. Vrochidis, V. Mezaris, I. Kompatsiaris, "VERGE in VBS 2023.", in Proceedings of the 29th International Conference on MultiMedia Modeling (MMM 2023), Bergen, Norway, January 9–12, 2023, Part I, Springer-Verlag, Berlin, Heidelberg, 2023, pp. 658–664. https://doi.org/10.1007/978-3-031-27077-2_55

VERGE in VBS 2021

S. Andreadis, A. Moumtzidou, K. Gkountakos, N. Pantelidis, K. Apostolidis, D. Galanopoulos, I. Gialampoukidis, S. Vrochidis, V. Mezaris, I. Kompatsiaris, "VERGE in VBS 2021.", in Proceedings of the 27th Int. Conf. on Multimedia Modeling (MMM2021), CZ, Springer LNCS vol. 12573, Prague, 22-24 June 2021, pp. 398-404. DOI: 10.1007/978-3-030-67835-7_35

“DYNAMO: Dynamic Ontology Extension for Augmenting Chatbot Intelligence through BabelNet”

A. Georgoudi, G. Meditskos, T. Mavropoulos, S. Vrochidis, "DYNAMO: Dynamic Ontology Extension for Augmenting Chatbot Intelligence through BabelNet.", in Proceedings of the SEMAPRO 2023, September 25- 29, 2023.

A Semantic Framework for Decision Making in Forest Fire Emergencies

P. Masa, S. Kintzios, Z. Vasileiou, G. Meditskos, S. Vrochidis, I. Kompatsiaris, "A Semantic Framework for Decision Making in Forest Fire Emergencies.", Appl. Sci., vol. 13, no. 16, 2023. https://doi.org/10.3390/app13169065

Automatic transcription of Greek folk dance videos to labanotation based on autoencoders

G. Loupas, T. Pistola, S. Diplaris, C. Stentoumis, K. Ioannidis, S. Vrochidis, I. Kompatsiaris, "Automatic transcription of Greek folk dance videos to labanotation based on autoencoders.", in Proceedings of the 25th International Conference on Human-Computer Interaction, 2023.