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Publications

Journals

  1. N. Mpouzianas, S. Koltsios, I. Pastaltzidis, N. Katsaros, G. Giannopoulos, P. Klonis, P. Chatzipanagiotidou, D. Ioannidis, D. Tzovaras, "Building renovation Roadmapping: an automated methodology framework for energy efficiency improvement and sustainable renovation planning.", International Journal of Sustainable Energy. 2024 Dec 31;43(1):2344508.
  2. T. Kotsiopoulos, G. Papakostas, T. Vafeiadis, V. Dimitriadis, A. Nizamis, A. Bolzoni, D. Bellinati, D. Ioannidis, K. Votis, D. Tzovaras, P. Sarigiannidis, "Revolutionizing defect recognition in hard metal industry through AI explainability, human-in-the-loop approaches and cognitive mechanisms.", Expert Systems with Applications. 2024 Dec 1;255:124839.
  3. D. Kapetas, E. Kalogeropoulou, P. Christakakis, C. Klaridopoulos, E. M. Pechlivani, "Multi-spectral image Transformer descriptor classification combined with Molecular Tools for early detection of tomato grey mould", Smart Agricultural Technology, 2024, 9, 100580, ISSN 2772-3755 https://doi.org/10.1016/j.atech.2024.100580
  4. S. Faliagka, I. Naounoulis, E. M. Pechlivani, N. Katsoulas, "In Situ Nitrate Monitoring for Improved Fertigation in On-Demand Coupled Aquaponic Systems", Nitrogen 2024, 5, 1048-1057. https://doi.org/10.3390/nitrogen5040067
  5. S. Liampas, N. Kladovasilakis, K. Tsongas, E. M. Pechlivani, "Recent Advances in Additive Manufacturing of Fibre-Reinforced Materials: A Comprehensive Review", Appl. Sci. 2024, 14, 10100. https://doi.org/10.3390/app142210100
  6. A. Dimara, G. Tzitziou, A. Papaioannou, S. Krinidis, C. N. Anagnostopoulos, D. Ioannidis, D. Tzovaras, "Appliance maintenance behaviors and sustainability: A European household perspective analysis.", Resources, Conservation and Recycling. 2024 Nov 1;210:107835.
  7. 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(20), pp. 3913, 2024. https://doi.org/10.3390/rs16203913
  8. G. Kalitsios, D. Konstantinidis, P. Daras, K. Dimitropoulos, "Dynamic Grouping With Multi-Manifold Attention for Multi-View 3D Object Reconstruction",in IEEE Access, vol. 12, pp. 160690-160699, 2024, doi: 10.1109/ACCESS.2024.3483434.
  9. 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, 60, e2024WR037138. https://doi.org/10.1029/2024WR037138
  10. E. Patra, A. Kokkinopoulou, S. Wilson-Barnes, K. Hart, L. Gymnopoulos, D. Tsatsou, V. Solachidis, K. Dimitropoulos, K. Rouskas, A. Argyriou, E. Lalama, M. Csanalosi, A. F. H. Pfeiffer, V. Cornelissen, E. Decorte, S. B. Dias, Y. Oikonomidis, J. M. Botana, R. Leoni, D. Russell, E. Mantovani, M. Aleksić, B. Brkić, M. Hassapidou, I. Pagkalos, "Personal goals, user engagement, and meal adherence within a personalized AI-based mobile application for nutrition and physical activity.", Life 2024, 14, 1238. https://doi.org/10.3390/life14101238
  11. I. Papastratis, A. Stergioulas, D. Konstantinidis, P. Daras, K. Dimitropoulos, "Corrigendum to "Can ChatGPT provide appropriate meal plans for NCD patients?", [Nutrition 121 (2024): 112291],Nutrition,2024,112532,ISSN 0899-9007. https://doi.org/10.1016/j.nut.2024.112532
  12. I. Schoinas, A. Triantafyllou, D. Ioannidis, D. Tzovaras, A. Drosou, K. Votis, T. Lagkas, V. Argyriou, P. Sarigiannidis, "Federated learning: challenges, SoTA, performance improvements and application domains.", IEEE Open Journal of the Communications Society. 2024 Sep 11.
  13. G. Gkarmpounis, C. Vranis, N. Vretos, P. Daras, "Survey on Graph Neural Networks.", In IEEE Access, vol. 12, pp. 128816-128832, 2024. DOI: 10.1109/ACCESS.2024.3456913
  14. I. F. Kyriakidis, N. Kladovasilakis, E. M. Pechlivani, A. Korlos, C. David, K. Tsongas, "In Situ Investigation of Tensile Response for Inconel 718 Micro-Architected Materials Fabricated by Selective Laser Melting.", Materials 2024, 17, 4433. https://doi.org/10.3390/ma17174433
  15. G. Erdemli, M. Grammatikopoulou, B. Wagner, S. Vairavan, J. Curcic, D. Aarsland, G. Wittenberg, S. Nikolopoulos, M. Muurling, H. Froehlich, C. de Boer, N. M. Shanbhag, V. J. M. Nies, N. Coello, D. Gove, A. Diaz, S. Foy, W. Dartee, A. K. Brem, "Regulatory considerations for developing remote measurement technologies for Alzheimer’s disease research.", npj Digital Medicine 7, 232 (2024), September 2024. https://doi.org/10.1038/s41746-024-01211-8
  16. R. R. Copland, S. Hanke, A. Rogers, L. Mpaltadoros, I. Lazarou, A. Zeltsi, S. Nikolopoulos, T. M. MacDonald, I. S. Mackenzie, "The Digital Platform and Its Emerging Role in Decentralized Clinical Trials.", J Med Internet Res 2024;26:e47882, September. doi: 10.2196/47882
  17. P. Kiriakidis, E. Kafali, G. Rizos, A. Voulgaridis, T. Semertzidis, S. Gazut, P. Daras, K. Votis, "Building a Use Case-Driven Adversarial Threat Matrix: A Comprehensive Approach.", 2024 IEEE International Conference on Cyber Security and Resilience (CSR), London, United Kingdom, 2024, pp. 587-592. DOI: 10.1109/CSR61664.2024.10679406
  18. A. Papaioannou, A. Dimara, C. Papaioannou, I. Papaioannou, S. Krinidis, C. N. Anagnostopoulos, C. Korkas, E. Kosmatopoulos, D. Ioannidis, D. Tzovaras, "Simulation of Malfunctions in Home Appliances' Power Consumption.", Energies (19961073). 2024 Sep 1;17(17).
  19. A. Papaioannou, A. Dimara, S. Krinidis, G. Tzitziou, I. Papaioannou, I. Michailidis, C. N. Anagnostopoulos, D. Ioannidis, E. Kosmatopoulos, D. Tzovaras, "A novel AI-powered method for robust identification of operational phases in refrigerators.", Sustainable Energy, Grids and Networks. 2024 Sep 1;39:101405.
  20. D. Tsolakidis, L. Gymnopoulos, K. Dimitropoulos, "Artificial Intelligence and Machine Learning Technologies for Personalized Nutrition: A Review.", Informatics 2024, 11(3), 62. https://doi.org/10.3390/informatics11030062
  21. F. D’Asaro, S. De Luca, L. Bongiovanni, G. Rizzo, S. Papadopoulos, M. Schinas, C. Koutlis, "Zero-Shot Content-Based Crossmodal Recommendation System.", Expert Systems with Applications, vol. 258. Elsevier BV, p. 125108, Dec. 2024. doi: 10.1016/j.eswa.2024.125108
  22. V. Arailopoulos, C. Koutlis, S. Papadopoulos, P. C. Petrantonakis, "PolyMeme: Fine-Grained Internet Meme Sensing.", Sensors, vol. 24, no. 17. MDPI AG, p. 5456, Aug. 23, 2024. doi: 10.3390/s24175456
  23. N. Giakoumoglou, E. Kalogeropoulou, C. Klaridopoulos, E. M. Pechlivani, P. Christakakis, E. Markellou, N. Frangakis, D. Tzovaras, "Early detection of Botrytis cinerea symptoms using deep learning multi-spectral image segmentation", Smart Agricultural Technology, 2024, 8, 100481, ISSN 2772-3755 https://doi.org/10.1016/j.atech.2024.100481
  24. P. Christakakis, N. Giakoumoglou, D. Kapetas, D. Tzovaras, E. M. Pechlivani, "Vision Transformers in Optimization of AI-Based Early Detection of Botrytis cinerea", , AI 2024, 5, 1301-1323, https://doi.org/10.3390/ai5030063
  25. N. Lazaridis, K. Georgiadis, F. Kalaganis, G. Kordopatis-Zilos, S. Papadopoulos, S. Nikolopoulos, I. Kompatsiaris, "The Visual Saliency Transformer Goes Temporal: TempVST for Video Saliency Prediction.", IEEE Access, August 2024. DOI: 10.1109/ACCESS.2024.3436585
  26. S. Pemas, K. Sougioultzi, C. Kouroutzidou, M. Stefanidou, A. A. Konstantinidis, E. M. Pechlivani, "Enhancing Clay-Based 3D-Printed Mortars with Polymeric Mesh Reinforcement Techniques", , Polymers 2024, 16, 2182. https://doi.org/10.3390/polym16152182
  27. S. Gkevreki, V. Fiska, S. Nikolopoulos, I. Kompatsiaris, "Enhancing Sustainability in Health Tourism through an Ontology-Based Booking Application for Personalized Packages.", Sustainability. 2024; 16(15):6505, July 2024. https://doi.org/10.3390/su16156505
  28. P. Natsiavas, G. Nikolaidis, J. Pliatsika, A. Chytas, G. Giannios, H. Karanikas, M. Grammatikopoulou, M. Zachariadou, V. Dimitriadis, S. Nikolopoulos, I. Kompatsiaris, "The PrescIT platform: An interoperable Clinical Decision Support System for ePrescription to Prevent Adverse Drug Reactions and Drug-Drug Interactions.", Drug Saf (2024), July 2024. https://doi.org/10.1007/s40264-024-01455-z
  29. T. Antamis, A. Drosou, T. Vafeiadis, A. Nizamis, D. Ioannidis, D. Tzovaras, "Interpretability of deep neural networks: A review of methods, classification and hardware.", Neurocomputing. 2024 Jul 17:128204.
  30. N. Kladovasilakis, S. Pemas, E. M. Pechlivani, "Computer-Aided Design of 3D-Printed Clay-Based Composite Mortars Reinforced with Bioinspired Lattice Structures", Biomimetics 2024, 9, 424. https://doi.org/10.3390/biomimetics9070424
  31. D. Katsatos, P. Charalampous, P. Schmidt, I. Kostavelis, D. Giakoumis, L. Nalpantidis, D. Tzovaras, "Semantic 3D Reconstruction for Volumetric Modelling of Defects in Construction Sites.", MDPI Robotics 2024, 13(7), 102, DOI: 10.3390/robotics13070102
  32. D. Tsoukalas, N. Mittas, E. Arvanitou, A. Ampatzoglou, A. Chatzigeorgiou, D. Kehagias, "Local and Global Explainability for Technical Debt Identification.", IEEE Transactions on Software Engineering (TSE), vol. 50, no. 8, pp. 2110-2123, Aug. 2024. DOI: 10.1109/TSE.2024.3422427
  33. P. Christakakis, G. Papadopoulou, G. Mikos, N. Kalogiannidis, D. Ioannidis, D. Tzovaras, E. M. Pechlivani, "Smartphone-Based Citizen Science Tool for Plant Disease and Insect Pest Detection Using Artificial Intelligence", , Technologies 2024, 12, 101. https://doi.org/10.3390/technologies12070101
  34. A. Papaioannou, A. Dimara, S. Krinidis, C. N. Anagnostopoulos, D. Ioannidis, D. Tzovaras, "Advanced proactive anomaly detection in multi-pattern home appliances for energy optimization.", Internet of Things. 2024 Jul 1;26:101175.
  35. I. Papastratis, D. Konstantinidis, P. Daras, K. Dimitropoulos, "AI nutrition recommendation using a deep generative model and ChatGPT.", Scientific Reports, Springer Nature, 14 (1), 14620. https://www.nature.com/articles/s41598-024-65438-x
  36. I. Lazarou, A. M. Krooupa, S. Nikolopoulos, L. Apostolidis, N. Sarris, S. Papadopoulos, I. Kompatsiaris, "Cancer Patients’ Perspectives and Requirements of Digital Health Technologies: A Scoping Literature Review.", Cancers. 2024; 16(13):2293, June 2024. https://doi.org/10.3390/cancers16132293
  37. S. Faliagka, G. Kountrias, E. Dimitriou, M. Álvarez-Gil, M. Blanco-Vieites, F. Magrassi, M. Notari, E. M. Pechlivani, N. Katsoulas, "Development of a Greenhouse Wastewater Stream Utilization System for On-Site Microalgae-Based Biostimulant Production", , AgriEngineering 2024, 6, 1898-1923. https://doi.org/10.3390/agriengineering6030111
  38. E. Kouslis, E. Papachristou, T. G. Stavropoulos, A. Papazoglou-Chalikias, E. Chatzilari, S. Nikolopoulos, I. Kompatsiaris, "AI in fashion: a literature review.", Electronic Commerce Research (2024), June 2024. https://doi.org/10.1007/s10660-024-09872-z
  39. N. Andreadou, C. Tsotakis, P. A. Gkaidatzis, G. Pitsiladis, E. Kotsakis, D. Ioannidis, A. Papanikolaou, D. Tzovaras, "Interoperability Testing for Explicit Demand Response in Buildings.", Energies. 2024 Jun 15;17(12):2955.
  40. N. Kladovasilakis, E. M. Pechlivani, I. K. Sfampa, K. Tsongas, A. Korlos, C. David, D. Tzovaras, "Metal 3D-Printed Bioinspired Lattice Elevator Braking Pads for Enhanced Dynamic Friction Performance", Materials 2024, 17, 2765. https://doi.org/10.3390/ma17112765
  41. N. Giakoumoglou, T. Björnfot, D. S. Montes, M. Álvarez-Gil, D. Ilver, E. M. Pechlivani, "Artificial Intelligence-based Flow Cytometer for Real-time Algae Monitoring", Procedia Computer Science, 2024, 237, 320-327, ISSN 1877-0509 https://doi.org/10.1016/j.procs.2024.05.111
  42. N. Giakoumoglou, G. Pediaditis, E. M. Pechlivani, D. Tzovaras, "Deep Learning-based Lightweight Models for Bactrocera Oleae Detection", Procedia Computer Science, 2024, 237, 313-319, ISSN 1877-0509 https://doi.org/10.1016/j.procs.2024.05.110
  43. A. Restas, A. Tsakiris, C. Tsotakis, T. Kondodina, N. Giakoumoglou, E. M. Pechlivani, D. Tzovaras, D. Ioannidis, "A Collaborative AR/VR Platform for Social Manufacturing", Procedia Computer Science, 2024, 237, 733-741, ISSN 1877-0509 https://doi.org/10.1016/j.procs.2024.05.160
  44. Α. Vlachos, E. Bargiota, S. Krinidis, K. Papadimitriou, A. Manglis, A. Fourkiotou, D. Tzovaras, "iblueCulture: Data Streaming and Object Detection in a Real-Time Video Streaming Underwater System", , Remote Sensing, June 2024, 16, 2254. https://doi.org/10.3390/rs16132254
  45. S. Pemas, D. Gkiliopoulos, C. Samiotaki, D. N. Bikiaris, Z. Terzopoulou, E. M. Pechlivani, "Valorization of Tomato Agricultural Waste for 3D-Printed Polymer Composites Based on Poly(lactic acid)", Polymers 2024, 16, 1536. https://doi.org/10.3390/polym16111536
  46. I. F. Kyriakidis, N. Kladovasilakis, E. M. Pechlivani, K. Tsongas, "Mechanical Performance of Recycled 3D Printed Sustainable Polymer-Based Composites: A Literature Review", J. Compos. Sci. 2024, 8, 215. https://doi.org/10.3390/jcs8060215
  47. D. Kelesakis, K. Marthoglou, E. Tokmaktsi, E. Tsiros, A. Karteris, A. Stergiadou, G. Kolkos, P. Daras, N. Grammalidis, "Forest/rural road network detection and condition monitoring based on satellite imagery and deep semantic segmentation.", ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 10, 81-88.
  48. L. Alagialoglou, I. Manakos, E. Katsikis, S. Medinets, Y. Gazyetov, V. Medinets, A. Delopoulos, "Machine Learning for Identifying Emergent and Floating Aquatic Vegetation from Space: A Case Study in the Dniester Delta, Ukraine", Springer Nature Computer Science Journal, 2024, DOI: 10.1007/s42979-024-02873-7 https://link.springer.com/article/10.1007/s42979-024-02873-7
  49. 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, 2024, 8, 55, May 2024. https://doi.org/10.3390/bdcc8060055
  50. M. Ntrougkas, N. Gkalelis, V. Mezaris, "T-TAME: Trainable Attention Mechanism for Explaining Convolutional Networks and Vision Transformers.", IEEE Access, 2024. DOI: 10.1109/ACCESS.2024.3405788
  51. E. Krasanakis, S. Papadopoulos, I. Kompatsiaris, "Universal Local Attractors on Graphs.", Applied Sciences, vol. 14, no. 11. MDPI AG, p. 4533, May 25, 2024. doi: 10.3390/app14114533
  52. M. Siavvas, D. Tsoukalas, H. Marantos, L. Papadopoulos, C. Lamprakos, O. Matei, C. Strydis, M. Siddiqi, P. Chrobocinski, K. Filus, J. Domanska, P. Avgeriou, A. Ampatzoglou, D. Soudris, A. Chatzigeorgiou, E. Gelenbe, D. Kehagias, D. Tzovaras, "SDK4ED - A Platform for building Energy Efficient, Dependable, and Maintainable Embedded Software.", Journal of Systems and Software. DOI: 10.1007/s10515-024-00450-z
  53. E. Chandrou, S. Faliagka, A. Mourantian, M. G. Kollaros, K. Karamanoli, E. M. Pechlivani, N. Katsoulas, E. Levizou, "Exploring the Potential of Biostimulants to Optimize Lettuce Cultivation in Coupled and Decoupled Aquaponics Systems: Growth Performance, Functional Characteristics and Metabolomic Analysis", Horticulturae 2024, 10, 514. https://doi.org/10.3390/horticulturae10050514
  54. M. Grammatikopoulou, I. Lazarou, G. Giannios, C. A. Kakalou, M. Zachariadou, M. Zande, H. Karanikas, E. Thireos, T. G. Stavropoulos, P. Natsiavas, S. Nikolopoulos, I. Kompatsiaris, "Electronic prescription systems in Greece: a large-scale survey of healthcare professionals’ perceptions.", Archives of Public Health 82, 68 (2024), May 2024. https://doi.org/10.1186/s13690-024-01304-6
  55. 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.", In Information 2024, 15(5), 257. https://doi.org/10.5281/zenodo.10198821
  56. T. Tsourdinis, I. Chatzistefanidis, N. Makris, T. Korakis, N. Nikaein, S. Fdida, "Service-aware real-time slicing for virtualized beyond 5G networks.", Computer Networks, Volume 247, 2024, 110445, ISSN 1389-1286. https://doi.org/10.1016/j.comnet.2024.110445
  57. I. Kalamaras, R. Sanchez-Corcuera, D. Casado-Mansilla, A. C. Tsolakis, O. Gomez-Carmona, S. Krinidis, C. E. Borges, D. Tzovaras, D. Lopez-de-Ipina, "A cascading model for nudging employees towards energy-efficient behaviour in tertiary buildings", PLoS ONE 19(5), May 2024, e0303214. https://doi.org/10.1371/journal.pone.0303214 https://doi.org/10.1371/journal.pone.0303214
  58. D. Dahlke, P. Drakoulis, A. Fernández García, S. Kaiser, S. Karavarsamis, M. Mallis, W. Oliff, G. Sakellari, A. Belmonte-Hernández, F. Alvarez, D. Zarpalas, "Seamless Fusion: Multi-Modal Localization for First Responders in Challenging Environments.",Sensors. 2024; 24(9):2864. https://doi.org/10.3390/s24092864
  59. 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, "From Research to Applications: What Can We Extract with Social Media Sensing?.", SN COMPUT. SCI. 5, 484 (2024). https://doi.org/10.1007/s42979-024-02712-9
  60. M. Kaseris, I. Kostavelis, S. Malassiotis, "A Comprehensive Survey on Deep Learning Methods in Human Activity Recognition.", Mach. Learn. Knowl. Extr. 2024, 6, 842–876. https://doi.org/10.3390/make6020040
  61. A. Doumanoglou, S. Asteriadis, D. Zarpalas, "Unsupervised Interpretable Basis Extraction for Concept-Based Visual Explanations.",In IEEE Transactions on Artificial Intelligence, vol. 5, no. 4, pp. 1496-1510, April 2024. doi: 10.1109/TAI.2023.3338169
  62. M. Grammatikopoulou, M. Zachariadou, M. Zande, G. Giannios, A. Chytas, H. Karanikas, S. Georgakopoulos, D. Karanikas, G. Nikolaidis, P. Natsiavas, T. G. Stavropoulos, S. Nikolopoulos, I. Kompatsiaris, "Evaluation of an electronic prescription platform: Clinicians’ feedback on three distinct services aiming to facilitate clinical decision and safer e-prescription.", Research in Social and Administrative Pharmacy, ISSN 1551-7411, April 2024. https://doi.org/10.1016/j.sapharm.2024.04.004
  63. E. Anastasovitis, G. Georgiou, E. Matinopoulou, S. Nikolopoulos, I. Kompatsiaris, M. Roumeliotis, "Enhanced Inclusion through Advanced Immersion in Cultural Heritage: A Holistic Framework in Virtual Museology.", Electronics. 2024; 13(7):1396, April 2024. https://doi.org/10.3390/electronics13071396
  64. S. Moschidis, A. Markos, D. Ioannidis, "Interca: an R library implementing “automatic” interpretation of results of multiple correspondence analysis (MCA).", Applied Computing and Informatics. 2024 Apr 1(ahead-of-print).
  65. A. Vrochidis, N. Dimitriou, S. Krinidis, S. Panagiotidis, S. Parcharidis, D. Tzovaras, "A Deep Learning Framework for Monitoring Audience Engagement in Online Video Events", International Journal of Computational Intelligence Systems, 17, April 2024, 10.1007/s44196-024-00512-w.
  66. A. Vrochidis, P. Charalampous, N. Dimitriou, N. Kladovasilakis, M. Chatzakis, G. Georgiadis, D. Tzovaras, S. Krinidis, "Automatic elevator shaft inspection using a multi-sensor measuring system and computer vision techniques", Elsevier Journal of Building Engineering, Volume 82, April 2024, https://doi.org/10.1016/j.jobe.2023.108358
  67. A. Mystakidis, P. Koukaras, N. Tsalikidis, D. Ioannidis, C. Tjortjis, "Energy Forecasting: A Comprehensive Review of Techniques and Technologies.", Energies. 2024 Mar 30;17(7):1662.
  68. M. Grammatikopoulou, I. Lazarou, V. Alepopoulos, L. Mpaltadoros, V. P. Oikonomou, T. G. Stavropoulos, S. Nikolopoulos, I. Kompatsiaris, M. Tsolaki, "Assessing the cognitive decline of people in the spectrum of AD by monitoring their activities of daily living in an IoT-enabled smart home environment: a cross-sectional pilot study.", Frontiers in Aging Neuroscience. 16:1375131, March 2024. https://doi.org/10.3389/fnagi.2024.1375131
  69. C. S. Kouzinopoulos, E. M. Pechlivani, N. Giakoumoglou, A. Papaioannou, S. Pemas, P. Christakakis, D. Ioannidis, D. Tzovaras, "A Citizen Science Tool Based on an Energy Autonomous Embedded System with Environmental Sensors and Hyperspectral Imaging", Journal of Low Power Electronics and Applications 2024, 14, 19. https://doi.org/10.3390/jlpea14020019
  70. E. M. Pechlivani, A. Papadimitriou, S. Pemas, A. Kanlis, M. Stefanidou, A. Drosou, D. Tzovaras, "3D printed Impact Echo Device for Concrete Crack Detection", Macromolecular Symposia 2024, https://doi.org/10.1002/masy.202300174 , Wiley-VCH
  71. A. Papaioannou, A. Dimara, C. S. Kouzinopoulos, S. Krinidis, C. N. Anagnostopoulos, D. Ioannidis, D. Tzovaras, "LP-OPTIMA: A Framework for Prescriptive Maintenance and Optimization of IoT Resources for Low-Power Embedded Systems.", Sensors. 2024 Mar 26;24(7):2125.
  72. S. L. Wilson-Barnes, I. Pagkalos, E. Patra, A. Kokkinopoulou, M. Hassapidou, E. Lalama, M. Csanalosi, S. Kabisch, A. F. H. Pfeiffer, E. DeCorte, V. Cornelissen, P. Bacelar, S. Balula Dias, K. Stefanidis, D. Tsatsou, L. Gymnopoulos, K. Dimitropoulos, K. Rouskas, N. Argiriou, R. Leoni, J. M. Botana, D. Russell, S. A. Lanham-New, K. Hart, "The Development of an EU-Wide Nutrition and Physical Activity Expert Knowledge Base to Support a Personalised Mobile Application Across Various EU Population Groups.",Nutrion Bulletin.
  73. I. Lazarou, V. Fiska, L. Mpaltadoros, D. Tsaopoulos, T. G. Stavropoulos, S. Nikolopoulos, G. E. Dafoulas, Z. Dailiana, A. Bargiota, I. Kompatsiaris, "Stepping Forward: A Scoping Systematic Literature Review on the Health Outcomes of Smart Sensor Technologies for Diabetic Foot Ulcers.", Sensors. 2024; 24(6), March 2024. https://doi.org/10.3390/s24062009
  74. A. Nizamis, R. A. Deshmukh, T. Vafeiadis, F. G. Valencia, M. J. Ariño, A. Schneider, D. Ioannidis, D. Tzovaras, "Application of a Visual and Data Analytics Platform for Industry 4.0 Enabled by the Interoperable Data Spine: A Real-World Paradigm for Anomaly Detection in the Furniture Domain.", In Enterprise Interoperability X: Enterprise Interoperability Through Connected Digital Twins 2024 Mar 21 (pp. 37-48). Cham: Springer International Publishing.
  75. I. Sarridis, J. Spangenberg, O. Papadopoulou, S. Papadopoulos, "Mitigating Viewer Impact From Disturbing Imagery Using AI Filters: A User-Study.", International Journal of Human–Computer Interaction. Informa UK Limited, pp. 1–12, Mar. 13, 2024. doi: 10.1080/10447318.2024.2313890
  76. A. Coluccia, A. Fascista, L. Sommer, A. Schumann, A. Dimou, D. Zarpalas, "The Drone-vs-Bird Detection Grand Challenge at ICASSP 2023: A Review of Methods and Results.", IEEE Open Journal of Signal Processing ( Volume: 5). DOI: 10.1109/OJSP.2024.3379073
  77. A. Alexiadis, A. Tsanas, L. Shtika, V. Efopoulos, K. Votis, D. Tzovaras, A. Triantafyllidis, "Next-Day Prediction of Hypoglycaemic Episodes Based on the Use of a Mobile App for Diabetes Self-Managemen,", in IEEE Access, vol. 12, pp. 7469-7478, 2024, doi: 10.1109/ACCESS.2024.3350201.
  78. O. Sarakatsanos, A. Papazoglou-Chalikias, Μ. Boikou, E. Chatzilari, M. Jauk, U. Hafliger, S. Nikolopoulos, I. Kompatsiaris, "VR Designer: enhancing fashion showcases through immersive virtual garment fitting.", Virtual Reality, vol.28, 70, March 2024. https://doi.org/10.1007/s10055-024-00945-w
  79. 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. 2024; 14(5):2217. https://doi.org/10.3390/app14052217
  80. P. Melzi, R. Tolosana, R. Vera-Rodriguez, M. Kim, C. Rathgeb, X. Liu, I. DeAndres-Tame, A. Morales, J. Fierrez, J. Ortega-Garcia, W. Zhao, X. Zhu, Z. Yan, X. Zhang, J. Wu, Z. Lei, S. Tripathi, M. Kothari, M. H. Zama, D. Deb, B. Biesseck, P. Vidal, R. Granada, G. Fickel, G. Führ, D. Menotti, A. Unnervik, A. George, C. Ecabert, H. O. Shahreza, P. Rahimi, S. Marcel, I. Sarridis, C. Koutlis, G. Baltsou, S. Papadopoulos, C. Diou, N. D. Domenico, G. Borghi, L. Pellegrini, E. Mas-Candela, A. Sánchez-Pérez, A. Atzori, F. Boutros, N. Damer, G. Fenu, M. Marras, "FRCSyn-onGoing: Benchmarking and comprehensive evaluation of real and synthetic data to improve face recognition systems.", Information Fusion, vol. 107. Elsevier BV, p. 102322, Jul. 2024. doi: 10.1016/j.inffus.2024.102322
  81. T. Kopalidis, V. Solachidis, N. Vretos, P. Daras, "Advances in Facial Expression Recognition: A Survey of Methods, Benchmarks, Models, and Datasets.", Information. 2024; 15(3):135. https://doi.org/10.3390/info15030135
  82. T. Kopalidis, V. Solachidis, N. Vretos, P. Daras, "Advances in Facial Expression Recognition: A Survey ofMethods, Benchmarks, Models, and Datasets.",Information 2024, 15, 135.
  83. P. Koukaras, K. D. Afentoulis, P. A. Gkaidatzis, A. Mystakidis, D. Ioannidis, S. I. Vagropoulos, C. Tjortjis, "Integrating Blockchain in Smart Grids for Enhanced Demand Response: Challenges, Strategies, and Future Directions.", Energies. 2024 Feb 21;17(5):1007.
  84. 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, e1, 2024, Cambridge University Press.
  85. O. Manis, M. Skoumperdis, C. Kioroglou, D. Tzilopoulos, M. Ouzounis, M. Loufakis, N. Tsalikidis, N. Kolokas, P. Georgakis, I. Panagoulias, A. Tsolkas, D. Ioannidis, D. Tzovaras, M. Stankovski, "Data-Driven AI Models within a User-Defined Optimization Objective Function in Cement Production.", Sensors. 2024; 24(4):1225. https://doi.org/10.3390/s24041225
  86. G. Giannios, L. Mpaltadoros, V. Alepopoulos, M. Grammatikopoulou, T. G. Stavropoulos, S. Nikolopoulos, I. Lazarou, M. Tsolaki, I. Kompatsiaris, "A Semantic Framework to Detect Problems in Activities of Daily Living Monitored through Smart Home Sensors.", Sensors, 24(4):1107, February 2024. https://doi.org/10.3390/s24041107
  87. 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, 104581, ISSN 0921-8890. https://doi.org/10.1016/j.robot.2023.104581
  88. A. Theodouli, E. Manganopoulou, A. Kalfoutzos, A. Tzikas, C. Tsislianis, D. Ioannidis, K. Votis, D. Tzovaras, "Towards a Secure and Transparent Blockchain-Based System for e-Commerce Deliveries.", In International Conference on Information Technology and Communications Security 2023 Nov 23 (pp. 113-125). Cham: Springer Nature Switzerland.
  89. L. Nixon, K. Apostolidis, E. Apostolidis, D. Galanopoulos, V. Mezaris, B. Philipp, R. Bocyte, "AI and data-driven media analysis of TV content for optimised digital content marketing.", Multimedia Systems Journal (Springer), vol. 30, art. 25, 2024. DOI: 10.1007/s00530-023-01195-7
  90. N. Tsalikidis, A. Mystakidis, P. Koukaras, M. Ivaškevičius, L. Morkūnaitė, D. Ioannidis, P. A. Fokaides, C. Tjortjis, D. Tzovaras, "Urban traffic congestion prediction: a multi-step approach utilizing sensor data and weather information.", Smart Cities. 2024 Jan 19;7(1):233-53.
  91. I. Kostavelis, L. Nalpantidis, R. Detry, H. Bruyninckx, A. Billard, C. Schlette, M. Bosch, K. Andronikidis, H. Lund-Nielsen, P. Yosefipor, U. Wajid, R. Tomar, F. LLano Martínez, F. Fugaroli, D. Papargyriou, N. Mehandjiev, G. Bhullar, E. Gonçalves, J. Bentzen, M. Essenbæk, C. Cremona, M. Wong, M. Sanchez, D. Giakoumis, D. Tzovaras, "RoBétArmé Project: Human-robot collaborative construction system for shotcrete digitization and automation through advanced perception, cognition, mobility and additive manufacturing skills.", Open Reseearch Europe, 2024; 4: 4, DOI: 10.12688/openreseurope.16601.1
  92. N. Tsalikidis, A. Mystakidis, C. Tjortjis, P. Koukaras, D. Ioannidis, "Energy load forecasting: one-step ahead hybrid model utilizing ensembling.", Computing. 2024 Jan;106(1):241-73 https://doi.org/10.1007/s00607-023-01217-2
  93. D. A. Coccomini, G. Kordopatis-Zilos, G. Amato, R. Caldelli, F. Falchi, S. Papadopoulos, C. Gennaro, "MINTIME: Multi-Identity Size-Invariant Video Deepfake Detection.", IEEE Transactions on Information Forensics and Security, vol. 19. Institute of Electrical and Electronics Engineers (IEEE), pp. 6084–6096, 2024. doi: 10.1109/tifs.2024.3409054
  94. S. I. Papadopoulos, C. Koutlis, S. Papadopoulos, P. C. Petrantonakis, "VERITE: a Robust benchmark for multimodal misinformation detection accounting for unimodal bias.", International Journal of Multimedia Information Retrieval, vol. 13, no. 1. Springer Science and Business Media LLC, Jan. 08, 2024. doi: 10.1007/s13735-023-00312-6
  95. 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. 2024; 24(1):307. https://doi.org/10.3390/s24010307
  96. I. Papaioannou, A. Dimara, C. Korkas, I. Michailidis, A. Papaioannou, C. N. Anagnostopoulos, E. Kosmatopoulos, S. Krinidis, D. Tzovaras, "An Applied Framework for Smarter Buildings Exploiting a Self-Adapted Advantage Weighted Actor-Critic", Energies, Jan 2024, 17, 616. https://doi.org/10.3390/en17030616

Conference

  1. D. Kapetas, P. Christakakis, V. Goglia, E. M. Pechlivani, "AI-based robotic trap for real-time insect detection, monitoring and population prediction", , 6th IEEE International Conference on Image Processing Applications and Systems (IPAS2025), Lyon, France, 2025, IEEE Xplore (accepted)
  2. T. Tsourdinis, N. Makris, T. Korakis, S. Fdida, "Demystifying URLLC in Real-World 5G Networks: An End-to-End Experimental Evaluation.", IEEE Globecom 2024, Cape Town, South Africa, 2024.
  3. H. Mareen, D. Karageorgiou, G. Van Wallendael, P. Lambert, S. Papadopoulos, "TGIF: Text-Guided Inpainting Forgery Dataset.", Proc. of WIFS 2024.
  4. B. Alves, G. Alhussein, F. Carnine, N. Grammalidis, K. Dimitropoulos, D. Trivedi, M. M. Kurtis Urra, S. Hadjidimitriou, L. Hadjileontiadis, S. Balula Dias, "An agile co-creation approach for designing a comprehensive digital motor assessment test for Parkinson’s Disease patients.", DSAI 2024 - Software Development and Technologies for Enhancing Accessibility and Fighting Info-exclusion, Abu Dhabi, United Arab Emirates, November 2024.
  5. M. Siavvas, G. Xanthopoulou, I. Kalouptsoglou, D. Kehagias, D. Tzovaras, "Digital Transformation of Security Standards: Requirements Extraction using Large Language Models.", In Proceedings of the 2024 11th International Conference on Dependable Systems and Their Applications (DSA). IEEE, 2024.
  6. M. Tzelepi, V. Mezaris, "Online Anchor-based Training for Image Classification Tasks.", Proc. 2024 IEEE Int. Conf. on Image Processing (ICIP 2024), Abu Dhabi, UAE, Oct. 2024.
  7. M. Tzelepi, V. Mezaris, "Disturbing Image Detection Using LMM-Elicited Emotion Embeddings.", Proc. LVLM Workshop @ 2024 IEEE Int. Conf. on Image Processing (ICIP 2024), Abu Dhabi, UAE, Oct. 2024.
  8. K. Georgiou, R. Rossini, M. Jahn, D. Tsoukalas, V. Voulgarakis, S. Tsekeridou, M. Aluas, A. Vontas, D. Kehagias, N. Mittas, A. Ampatzoglou, V. Kordoni, A. Chatzigeorgiou, L. Angelis, "SKILLAB: Creating a Skills Supply and Demand Data Space.", 4th Eclipse Security, AI, Architecture and Modelling Conference on Data Space (ESAAM24).
  9. E. Patsiouras, S. Kyriakou Vasileiou, S. 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 2024 IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE), St Albans, UK, October 21-23, 2024.
  10. I. Kalouptsoglou, M. Siavvas, A. Ampatzoglou, D. Kehagias, A. Chatzigeorgiou, "Vulnerability prediction using pre-trained models: An empirical evaluation.", In Proceedings of 32nd International Symposium on the Modeling, Analysis, and Simulation of Computer and Telecommunication Systems (MASCOTS 2024), IEEE, 2024.
  11. M. Siavvas, I. Kalouptsoglou, E. Gelenbe, D. Kehagias, D. Tzovaras, "Transforming the field of Vulnerability Prediction: Are Large Language Models the key?.", In Proceedings of the 32nd International Symposium on the Modeling, Analysis, and Simulation of Computer and Telecommunication Systems (MASCOTS 2024), IEEE, 2024.
  12. S. Barlakas, K. Tsiakas, D. Alexiou, I. Kostavelis, D. Giakoumis, D. Tzovaras, "Artificial Potential Field-Based Kinematic Bidirectional-RRT for Robot-Trailer Kinematics.", 2024 IEEE International Conference on Imaging Systems and Techniques (IEEE IST 2024), Tokyo, Japan, Oct. 2024 (to Appear).
  13. K. Tsiakas, D. Alexiou, D. Giakoumis, A. Gasteratos, D. Tzovaras, "Automated data labelling for pedestrian crossing and not-crossing actions using 3D LiDAR and RGB data.", IEEE International Conference on Imaging Systems and Techniques (IEEE IST 2024), Tokyo, Japan, Oct. 2024 (to Appear).
  14. S. Barlakas, D. Alexiou, K. Tsiakas, D. Katsatos, I. Kostavelis, D. Giakoumis, A. Gasteratos, D. Tzovaras, "Robot Active Vision-Based Path Planning for Localization Improvement in Indoor Environments.", 2024 IEEE/RSJ International Conference on Intelligent Robots and Systems (IEEE/RSJ IROS 2024), Abu Dhabi, UAE, Oct. 2024 (to Appear).
  15. C. Koutlis, S. Papadopoulos, "Leveraging Representations from Intermediate Encoder-blocks for Synthetic Image Detection.", Proc. of ECCV 2024.
  16. A. Kastellos, A. Psaltis, C. Z. Patrikakis, P. Daras, "FedHARM: Harmonizing Model Architectural Diversity in Federated Learning.", In Proc. of the European Conference on Computer Vision (ECCV 2024), Milan, Italy.
  17. M. Salanitro, P. Toupas, K. Flevarakis, D. Giakoumis, K. Votis, G. Fico, T. Penzel, D. Tzovaras, "Enhancing Hospital Efficiency: Robot Integration in a Sleep Laboratory (ODIN).", 27th Congress of the European Sleep Research Society (Sleep Europe 2024), Seville, Spain, Sep. 2024.
  18. A. Zeltsi, M. Tsourma, A. Alexiadis, A. Mavropoulos, A. Zamichos, V. Mastoras, C. G. Kontoulis, S. Andreadis, A. Matonaki, A. Crisan, R. Segal, T. G. Stavropoulos, "Intelligent Conversational Agent for Medical Information.", In Rapp, A., Di Caro, L., Meziane, F., Sugumaran, V. (eds) Natural Language Processing and Information Systems. NLDB 2024. Lecture Notes in Computer Science, vol 14763. Springer, Cham. pp. 341–351. https://doi.org/10.1007/978-3-031-70242-6_32
  19. M. Krestenitis, E. Badeka, I. Koulalis, K. Ioannidis, S. Vrochidis, "Enhanced Defect Detection in Airport Runway Infrastructure Using Image-Text Pairing.", 21st International Conference on Content-based Multimedia Indexing (CBMI), Reykjavik, Iceland. https://doi.org/10.5281/zenodo.12799991
  20. L. Nixon, D. Galanopoulos, V. Mezaris, "Finding video shots for immersive journalism through text-to-video search.", Proc. 21st Int. Conf. on Content-based Multimedia Indexing, Reykjavik, Iceland, Sept. 2024. https://zenodo.org/records/13791615
  21. L. Nixon, D. Galanopoulos, V. Mezaris, A. Hubmann-Haidvogel, D. Fischl, A. Scharl, "Video Shot Discovery through Text2Video Embeddings in a News Analytics Dashboard.", Proc. 21st Int. Conf. on Content-based Multimedia Indexing, Reykjavik, Iceland, Sept. 2024. https://zenodo.org/records/13792237
  22. 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 Content-based Multimedia Indexing (CBMI), Reykjavik, Iceland, 18-20 September 2024. https://zenodo.org/records/12205397
  23. 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 Content-based Multimedia Indexing (CBMI), Reykjavik, Iceland, 18-20 September 2024. https://zenodo.org/records/12156017
  24. 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 Content-based Multimedia Indexing (CBMI), Reykjavik, Iceland, 18-20 September 2024.
  25. M. Pegia, B. Þ. Jónsson, A. Moumtzidou, S. Diplaris, I. Gialampoukidis, S. Vrochidis, I. Kompatsiaris, "Descriptor Impact on Multimodal 3D Retrieval.", In Content-based Multimedia Indexing (CBMI), Reykjavik, Iceland, 18-20 September 2024. https://zenodo.org/records/11942398
  26. M. Papoutsoglou, G. Meditskos, N. Bassiliades, E. Kontopoulos, S. Vrochidis, "Mapping the Current Status of CTI Knowledge Graphs through a Bibliometric Analysis.", In 13th Conference on Artificial Intelligence (SETN 2024), September 11–13, 2024, Piraeus, Greece. ACM, New York, NY, USA, 6 pages. https://doi.org/10.1145/3688671.3688738
  27. A. Barachanou, F. Tsalakanidou, S. Papadopoulos, "REBECCA at eRisk 2024: search for symptoms of depression using sentence embeddings and prompt-based filtering.", Working Notes of CLEF, 9-12.
  28. N. Kolokas, V. Tatsis, A. Zacharaki, D. Ioannidis, D. Tzovaras, "Improved Outlier Detection for Failure Forecasting using Anomaly Score Threshold Optimization and Ensemble Methods.", In 2024 International Conference on INnovations in Intelligent SysTems and Applications (INISTA) 2024 Sep 4 (pp. 1-6). IEEE.
  29. 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 2024 IEEE International Conference on Cyber Security and Resilience, CSR 2024, London, UK, September 2-4, 2024, IEEE.
  30. M. Aluas, L. Angelis, I. Arapakis, E. Arvanitou, K. Georgiou, A. Gogos, M. Jahn, D. Kehagias, V. Kordoni, S. Macaluso, N. Mittas, V. Moumtzi, R. Rossini, S. Tsekeridou, D. Tsoukalas, C. Volioti, A. Vontas, V. Voulgarakis, "SKILLAB: Skills Matter.", 50th Euromicro Conference Series on Software Engineering and Advanced Applications (SEAA, 2024).
  31. M. Tzelepi, V. Mezaris, "Prototype Anchoring for Image Classification Tasks.", Proc. 32nd European Signal Processing Conf. (EUSIPCO 2024), Lyon, France, Aug. 2024.
  32. J. Violos, S. Papadopoulos, I. Kompatsiaris, "Towards Optimal Trade-offs in Knowledge Distillation for CNNs and Vision Transformers at the Edge.", Proc. of EUSIPCO 2024.
  33. G. Gkogkos, E. M. Pechlivani, I. Hadjigeorgiou, D. Ioannidis, D. Tzovaras, "Aquaponic Farming with Advanced Decision Support System: Practical Implementation and Evaluation", , 6th IEEE International Conference on Image Processing Applications and Systems (IPAS2025), Lyon, France, 2025, IEEE Xplore (accepted)
  34. S. Krix, J. Odeh, M. Lentzen, A. Val-Guardiola, N. Falgās Martínez, A. Atreya, P. Conde, A. Doherty, S. Vairavan, M. Muurling, C. de Boer, J. Curcic, M. Grammatikopoulou, S. Nikolopoulos, A. K. Brem, N. Coello, V. Narayan, G. Wittenberg, C. M. Van Duijn, C. Hinds, D. Aarsland, R. Sanchez-Valle, H. Fröhlich, "Digitally Assessed Sleep Disturbances for Early Diagnosis of Alzheimer's Disease.", In Alzheimer's Association International Conference (AAIC), Philadelphia, USA, July 28th 2024. https://alz.confex.com/alz/2024/meetingapp.cgi/Paper/94236
  35. A. K. Brem, Z. Khan, M. Ashworth, N. J. Ashton, S. Brandt, A. Corbett, A. Diaz, H. Fröhlich, M. T. Gjestsen, D. Gove, S. Kaushik, G. Marquardt, M. Müllenborn, S. Nikolopoulos, L. Paletta, A. Osland Vik-Mo, R. Perneczky, S. Russegger, T. Schirmer, A. Shadmaan, A. B. Solana Sanchez, D. Aarsland, "Screening for Alzheimer’s disease in primary care using an AI driven screening platform: design of the PREDICTOM study.", In Alzheimer's Association International Conference (AAIC), Philadelphia, USA, July 28th 2024. https://alz.confex.com/alz/2024/meetingapp.cgi/Paper/87279
  36. A. Atreya, P. Conde, A. Doherty, S. Vairavan, M. Muurling, C. de Boer, J. Curcic, M. Grammatikopoulou, S. Nikolopoulos, A. K. Brem, N. Coello, H. Fröhlich, V. Narayan, G. Wittenberg, D. Aarsland, C. M. Van Duijn, C. Hinds, "Associations of sleep efficiency and rapid eye movement sleep in early Alzheimer's disease (AD): results of the RADAR-AD study.", In Alzheimer's Association International Conference (AAIC), Philadelphia, USA, July 28th 2024. https://alz.confex.com/alz/2024/meetingapp.cgi/Paper/87259
  37. 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.", Presented at the 21st International Conference on Content-based Multimedia Indexing (CBMI), Reykjavik, Iceland, Jul. 2024. https://zenodo.org/records/13628479
  38. 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 2024 IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2024), Athens, Greece, 07-12 July 2024, Physical, IEEE. DOI: 10.5281/zenodo.11220437
  39. P. Ribeiro, O. Reigners, T. Voirand, M. Delpey, A. Declerck, C. Pulido, I. Manakos, C. Kalogeropoulos, T. Habib, E. Tsiros, "MEDEOS - Earth Observation for land-based pollution assessment & monitoring in mediterranean coastal waters.", 2024 IEEE International Geoscience and Remote Sensing Symposium, 7-12 July 2024, Athens, Greece.
  40. E. Michail, A. Bozas, D. Stefanopoulos, S. Paspalakis, G. Orfanidis, A. Moumtzidou, I. Gialampoukidis, K. Ioannidis, S. Vrochidis, I. Kompatsiaris, "Incorporating Social Media Sensing and Computer Vision Technologies to Support Wildfire Monitoring.", In Proceedings of the 2024 IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2024), Athens, Greece, 07-12 July 2024, Physical, IEEE, pp. 2082-2085.
  41. N. Kladovasilakis, K. Tsongas, E. M. Pechlivani, D. Tzetzis, "Development and Numerical Evaluation of a Topologically Optimized Helmet with Advanced Architected Materials", , International Conferences & Exhibitions on Nanotechnologies, Organic Electronics & Nanomedicine, 29 June – 06 July 2024, Proceedings of 7th International Conference on 3DPrinting & Bioprinting, AI, Digital & Additive Manufacturing 2024, 3-4 July Thessaloniki, Greece.
  42. T. Profitiliotis, N. Kladovasilakis, E. M. Pechlivani, D. Tzetzis, "Finite Element Analysis and Topology Optimization of Additively Manufactured Orthodontic Twin Brackets for Enhanced Performance and Mass Reduction", International Conferences & Exhibitions on Nanotechnologies, Organic Electronics & Nanomedicine, 29 June – 06 July 2024, Proceedings of 7th International Conference on 3DPrinting & Bioprinting, AI, Digital & Additive Manufacturing 2024, 3-4 July Thessaloniki, Greece.
  43. P. Christakakis, D. Kapetas, S. Faliagka, N. Katsoulas, D. Tzovaras, E. M. Pechlivani, "Artificial Intelligence Algorithms Revolutionizing Insect Monitoring and Detection Challenges", Agricultural Engineering challenges in existing and new agroecosystems (AgEng) 2024, 1-4 July 2024, Athens, Greece https://pcoconvin.eventsair.com/ageng24/call-for-abstracts
  44. P. Christakakis, N. Giakoumoglou, C. Klaridopoulos, E. Kalogeropoulou, D. Tzovaras, E. M. Pechlivani, "Hyperspectral Imaging Based on AI Algorithms for Early Detection of Plant Fungal Diseases", Agricultural Engineering challenges in existing and new agroecosystems (AgEng) 2024, 1-4 July 2024, Athens, Greece https://convin.gr/assets/files/misc/AgEng2024Proceedings.pdf
  45. I. Kalouptsoglou, M. Siavvas, A. Ampatzoglou, D. Kehagias, A. Chatzigeorgiou, D. Tzovaras, "Vulnerability Classification on Source Code using Text Mining and Deep Learning Techniques.", In the 24th International Conference of Software Quality, Reliability, and Security, IEEE, Cambridge, UK, 2024.
  46. J. Huertas-Tato, C. Koutlis, S. Papadopoulos, D. Camacho, I. Kompatsiaris, "A CLIP-based Siamese Approach for Meme Classification.", Proc. of 2024 International Joint Conference on Neural Networks (IJCNN). IEEE, Jun. 30, 2024. doi: 10.1109/ijcnn60899.2024.10650898
  47. A. Roy, C. Koutlis, S. Papadopoulos, E. Ntoutsi, "FairBranch: Mitigating Bias Transfer in Fair Multi-task Learning.", Proc. of 2024 International Joint Conference on Neural Networks (IJCNN), IEEE, Jun. 30, 2024. doi: 10.1109/ijcnn60899.2024.10651221
  48. S. Eleftheriadis, G. Margaritis, C. S. Kouzinopoulos, D. Ioannidis, D. Tzovaras, "An Embedded System for the Predictive Maintenance of Aerobic Digesters with Liquid Outputs.", In 2024 13th International Conference on Modern Circuits and Systems Technologies (MOCAST) 2024 Jun 26 (pp. 01-04). IEEE.
  49. V. Tsiantis, D. Konstantinidis, K. Dimitropoulos, "ChatGPT in Nutrition: Trends, Challenges and Future Directions.",Proceedings of the International Conference on Pervasive Technologies Related to Assistive Environments, Crete, Greece.
  50. I. Ioakeimidis, D. Konstantinidis, P. Fagerberg, L. Klingelhoefer, B. Langlet, E. Materna, S. Spolander, K. Dimitropoulos, "Can bite detection algorithms substitute manual video annotations in elderly people with and without Parkinson’s disease? An experimental study.",Proceedings of the International Conference on Pervasive Technologies Related to Assistive Environments, Crete, Greece.
  51. G. Xanthopoulou, M. Siavvas, I. Kalouptsoglou, D. Kehagias, D. Tzovaras, "Software Requirements Classification: From Bag-of-Words to Transformer.", 21st International Conference on Distributed Computing and Artificial Intelligence 2024 (DCAI’24).
  52. G. Xanthopoulou, M. Siavvas, I. Kalouptsoglou, D. Kehagias, D. Tzovaras, "Software Requirements Classification: From Bag-of-Words to Transformers.", In the 21st International Conference on Distributed Computing and Artificial Intelligence (DCAI'2024), Salamanka, Spain, 2024.
  53. V. Oikonomou, K. Geordiadis, F. Kalaganis, S. Nikolopoulos, I. Kompatsiaris, "Prediction of Successful Memory Formation during Audiovisual advertising using EEG signals.", In IEEE Conference on Artificial Intelligence (CAI), Singapore, 2024 pp. 1111-1116. DOI: 10.1109/CAI59869.2024.00200
  54. P. Carnero, S. Koltsios, A. Veliskaki, N. Katsaros, P. A. Fokaides, D. Ioannidis, D. Tzovaras, "Innovative SRI Evaluation Through BIM: Developing a Unique Rule-Checking Methodology Utilizing the IFC Schema.", In 2024 9th International Conference on Smart and Sustainable Technologies (SpliTech) 2024 Jun 25 (pp. 1-6). IEEE.
  55. P. Papadopoulos, P. Koukaras, E. Giama, D. Ioannidis, A. M. Papadopoulos, P. A. Fokaides, "Enhancing Smart Readiness through Simplified Financial Indicators.", In 2024 9th International Conference on Smart and Sustainable Technologies (SpliTech) 2024 Jun 25 (pp. 1-5). IEEE.
  56. N. Kladovasilakis, I. Natsios, E. M. Pechlivani, D. Tzetzis, D. Tzovaras, "Valorizing Automotive Tire Waste via Additive Manufacturing Technologies.", (eds) Supply Chains. ICSC 2024. Communications in Computer and Information Science, vol 2111. Springer, Cham. https://doi.org/10.1007/978-3-031-69351-9_4
  57. E. M. Pechlivani, "Investigation of TPU/CF properties utilizing composite filament co-extrusion.", ModTech 2024 International Conference, Modern Technologies in Industrial Engineering, June 24-27, 2024, Kuala-Lumpur, Malaysia (accepted in International Journal Of Modern Manufacturing Technologies).
  58. G. Tzitziou, A. Dimara, A. Stefanopoulou, A. Papaioannou, I. Michailidis, S. Krinidis, C. N. Anagnostopoulos, E. Kosmatopoulos, D. Ioannidis, D. Tzovaras, "Tourist Flow Projection in Response to Weather Variability for Sustainable Tourism and Management.", In IFIP International Conference on Artificial Intelligence Applications and Innovations 2024 Jun 23 (pp. 476-489). Cham: Springer Nature Switzerland.
  59. 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.", FIP International Conference on Artificial Intelligence Applications and Innovations. https://doi.org/10.1007/978-3-031-63227-3_6
  60. M. Tzelepi, V. Mezaris, "Exploiting LMM-based knowledge for image classification tasks.", Proc. 25th Int. Conf. on Engineering Applications of Neural Networks (EANN/EAAAI 2024), Corfu, Greece, Springer CCIS vol. 2141, pp. 166-177, June 2024. DOI: 10.1007/978-3-031-62495-7_13
  61. 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 Artificial Intelligence Applications and Innovations, I. Maglogiannis, L. Iliadis, J. Macintyre, M. Avlonitis, and A. Papaleonidas, Eds. Cham, Switzerland: Springer Nature Switzerland, 2024, pp. 139-148. https://doi.org/10.1007/978-3-031-63219-8_11
  62. 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.", Proceedings of the 11th International Symposium on the Conservation of Monuments in the Mediterranean Basin (MONUBASIN), Athens, Greece, June 17-19, 2024. https://zenodo.org/records/11387767
  63. S. Segkouli, L. Mpaltadoros, A. T. Patenidis, V. Alepopoulos, A. Skoumbourdi, M. Grammatikopoulou, I. Kalamaras, I. Lazarou, P. Bamidis, D. Petsani, E. Konstantinidis, T. Santonen, S. Nikolopoulos, I. Kompatsiaris, K. Votis, D. Tzovaras, "Combined Multicomponent Interventions for Older Adults in a Smart Home Living Lab.", in Auer, M.E., Langmann, R., May, D., Roos, K. (eds) Smart Technologies for a Sustainable Future. STE 2024. Lecture Notes in Networks and Systems, vol 1028. Springer, Cham, 2024. https://doi.org/10.1007/978-3-031-61905-2_27
  64. 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 ACM IMX 2024 Conference, Stockholm, Sweden, June 12-14, 2024.
  65. D. Kefalas, S. Christakis, S. Fdida, N. Makris, I. Syrigos, V. Passas, T. Korakis, "slAIces: an LLM Chatbot for Simplifying Experiments with the SLICES-RI.", 2024 IFIP Networking Conference (IFIP Networking), Thessaloniki, Greece, 2024, pp. 660-665. DOI: 10.23919/IFIPNetworking62109.2024.10619821
  66. T. Tsikrika, F. Benolli, P. Fraternali, D. Bellingeri, J. Santos, J. Berggren, E. Villamor Medina, S. Balbierz, C. Dolianidi, "AI-based geospatial intelligence solutions to analyse satellite earth observation imagery for detecting activities related to environmental crime – the PERIVALLON project.", In Environmental Crimes Workshop 2024, Esa-Esrin, Frascati, Italy, 11-12 June 2024.
  67. 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. https://zenodo.org/records/10964444
  68. 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.
  69. M. Pegia, "Multimodality in Media Retrieval.", in Proceedings of the 2024 International Conference on Multimedia Retrieval (ICMR 2024), Phuket, Thailand, June 10-14, 2024. https://zenodo.org/records/10964391
  70. K. Tsigos, E. Apostolidis, S. Baxevanakis, S. Papadopoulos, V. Mezaris, "Towards Quantitative Evaluation of Explainable AI Methods for Deepfake Detection.", Proc. ACM Int. Workshop on Multimedia AI against Disinformation (MAD’24) at the ACM Int. Conf. on Multimedia Retrieval (ICMR’24), Thailand, June 2024. DOI: 10.1145/3643491.3660292
  71. K. Apostolidis, J. Abesser, L. Cuccovillo, V. Mezaris, "Visual and audio scene classification for detecting discrepancies in video: a baseline method and experimental protocol.", Proc. ACM Int. Workshop on Multimedia AI against Disinformation (MAD’24) at the ACM Int. Conf. on Multimedia Retrieval (ICMR’24), Thailand, June 2024. DOI: 10.1145/3643491.3660287
  72. Z. Chrysidis, S. I. Papadopoulos, S. Papadopoulos, "Credible, Unreliable or Leaked?: Evidence verification for enhanced automated fact-checking.", 3rd ACM ICMR International Workshop on Multimedia AI against Disinformation (MAD 2024), vol. 13. ACM, pp. 73–81, Jun. 10, 2024. doi: 10.1145/3643491.3660278
  73. M. Schinas, S. Papadopoulos, "SIDBench: A Python Framework for Reliably Assessing Synthetic Image Detection Methods.", Proceedings of the 3rd ACM ICMR International Workshop on Multimedia AI against Disinformation (MAD 2024).
  74. I. Kontostathis, E. Apostolidis, V. Mezaris, "A Human-Annotated Video Dataset for Training and Evaluation of 360-Degree Video Summarization Methods.", Proc. 1st Int. Workshop on Video for Immersive Experiences (Video4IMX-2024) at ACM IMX 2024, Stockholm, Sweden, June 2024.
  75. N. Tsalikidis, P. Koukaras, D. Ioannidis, D. Tzovaras, "Hybrid CNN-LSTM Forecasting Model for Electric Vehicle Charging Demand in Smart Building.", In 2024 6th Global Power, Energy and Communication Conference (GPECOM) 2024 Jun 4 (pp. 590-595). IEEE.
  76. P. Schmidt, D. Katsatos, D. Alexiou, I. Kostavelis, D. Giakoumis, D. Tzovaras, L. Nalpantidis, "Towards autonomous shotcrete construction: semantic 3D reconstruction for concrete deposition using stereo vision and deep learning.", 41st International Symposium on Automation and Robotics in Construction (ISARC 2024), Lille, France, Jun. 2024.
  77. S. Christakis, N. Makris, T. Korakis, S. Fdida, "On the Automated Scaling of User Plane Function for 5G: An Experimental Evaluation.", 2024 Joint European Conference on Networks and Communications & 6G Summit (EuCNC/6G Summit), Antwerp, Belgium, 2024, pp. 979-984. DOI: 10.1109/EuCNC/6GSummit60053.2024.10597110
  78. P. Frasiolas, A. Reppas, K. Konstantoudakis, D. Zarpalas, "Lightweight single image dehazing utilizing relative depth information.", In WSCG 2024–32nd International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision.
  79. Α. Papaioannou, A. Dimara, I. Papaioannou, A. Stefanopoulou, L. Georgios, I. Michailidis, C. Korkas, C. N. Anagnostopoulos, E. Kosmatopoulos, S. Krinidis, D. Tzovaras, "An Innovative Methodology for Revealing Home Appliances’ Consumption Patterns to Transform Energy Management and Maintenance Strategies", In Artificial Intelligence Applications and Innovations Conference (AIAI 2024) IFIP WG 12.5 International Workshops. AIAI 2024. IFIP Advances in Information and Communication Technology, vol 715, June 2024, Springer, Cham. https://doi.org/10.1007/978-3-031-63227-3_27
  80. I. Sarridis, C. Koutlis, S. Papadopoulos, C. Diou, "FaceX: Understanding Face Attribute Classifiers through Summary Model Explanations.", Proceedings of the 2024 International Conference on Multimedia Retrieval (ICMR), vol. 80. ACM, pp. 758–766, May 30, 2024. doi: 10.1145/3652583.3658007
  81. C. Stanciu, B. Ionescu, L. Cuccovillo, S. Papadopoulos, G. Kordopatis-Zilos, A. Popescu, R. Caldelli, "MAD ’24 Workshop: Multimedia AI against Disinformation.", Proceedings of the 2024 International Conference on Multimedia Retrieval (ICMR). ACM, pp. 1339–1341, May 30, 2024. doi: 10.1145/3652583.3660000
  82. E. Gkagkari, M. Lili, S. Pemas, E. M. Pechlivani, K. Chaidou, D. Koutsonikolas, A. Asimakopoulou, "Preparation and Gas Separation Performance Evaluation of In-house Mixed Matrix Membranes and Metallic Membranes Developed on 3D-printed Substrates.", 14th Panhellenic Chemical Engineering Scientific Conference 2024, 29-31 May 2024, Thessaloniki, Greece https://websites.auth.gr/pesxm14
  83. K. Kyriakou, A. Apostolaras, P. Velentzas, I. Syrigos, S. Maglavera, S. Evangelatos, E. Veroni, T. Korakis, "Biometrics Data Space: Ensuring Trustworthy and Secure Data Exchange for Suspect Identification.", 2024 5th International Conference in Electronic Engineering, Information Technology & Education (EEITE), Chania, Greece, 2024, pp. 1-6. DOI: 10.1109/EEITE61750.2024.10654448
  84. A. Nikolakopoulos, S. Evangelatos, E. Veroni, K. Chasapas, N. Gousetis, A. Apostolaras, C. D. Nikolopoulos, T. Korakis, "Large Language Models in Modern Forensic Investigations: Harnessing the Power of Generative Artificial Intelligence in Crime Resolution and Suspect Identification.", 2024 5th International Conference in Electronic Engineering, Information Technology & Education (EEITE), Chania, Greece, 2024, pp. 1-5. DOI: 10.1109/EEITE61750.2024.10654427
  85. S. Pemas, C. Kouroutzidou, E. M. Pechlivani, M. Stefanidou, A. A. Konstantinidis, "Enhancing Clay-Based 3D Printing Mortars with Polymeric Mesh Reinforcement Techniques.", Polymers 2024 - Polymers for a Safe and Sustainable Future, 28-31 May 2024, Athens, Greece (accepted in MDPI journal proceedings). https://sciforum.net/events_files/932/customs/53f414d79b5be81d10de8be805db38d3.pdf
  86. S. Pemas, N. Kladovasilakis, E. M. Pechlivani, I. Natsios, L. Melidis, A. Chortis, A. A. Konstantinidis, K. Katakalos, D. Tzetzis, D. Tzovaras, E. Anastasiou, "Utilizing LDPE as a Second Life of Waste Plastic through Pellet Extruder 3D Printing.", In: Kostavelis, I., Folinas, D., Aidonis, D., Achillas, C. (eds) Supply Chains. ICSC 2024. Communications in Computer and Information Science, vol 2111. Springer, Cham. https://doi.org/10.1007/978-3-031-69351-9_3
  87. D. Papazoglou, S. Devrelis, M. Loufakis, P. Symeonidis, D. Ioannidis, D. Tzovaras, G. Oikonomou, I. Kourmpetis, "Web-Based Decision Support System for Remote Weather Radar Maintenance: Design and Implementation.", 2024 7th International Conference on Artificial Intelligence and Big Data (ICAIBD).
  88. A. Dimou, M. Kiatos, S. Malassiotis, "Robotic Depalletizing via Reinforcement Learning of a Pushing Policy.", In 5th Olympus ICSC International Conference on Supply Chains, May 2024.
  89. D. Karageorgiou, Q. Bammey, V. Porcellini, B. Goupil, D. Teyssou, S. Papadopoulos, "Evolution of Detection Performance throughout the Online Lifespan of Synthetic Images.", Proc. of ECCV 2024 TWYN workshop.
  90. S. Christakis, T. Tsourdinis, N. Makris, T. Korakis, S. Fdida, "Evaluation of User Plane Function Implementations in Real-World 5G Networks.", IEEE INFOCOM 2024 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS), Vancouver, BC, Canada, 2024, pp. 1-6. DOI: 10.1109/INFOCOMWKSHPS61880.2024.10620666
  91. D. Kefalas, N. Makris, T. Korakis, S. Fdida, "Design, Integration and Slicing of non-3GPP DUs in 5G Networks: a Hybrid 5G-DU Approach.", IEEE INFOCOM 2024 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS), Vancouver, BC, Canada, 2024, pp. 1-6. DOI: 10.1109/INFOCOMWKSHPS61880.2024.10620782
  92. E. Maragkoudakis, S. Papadopoulos, I. Varlamis, C. Diou, "Sampling Strategies for Mitigating Bias in Face Synthesis Methods.", Proc. of BIAS 2023 ECML/PKDD workshop.
  93. A. Styanidis, M. Loufakis, P. Symeonidis, D. Ioannidis, D. Tzovaras, I. Kourmpetis, "Vibration-based Anomaly Detection on Weather Radar Rotating Machinery using One Dimensional Convolutional Autoencoder.", In 2024 2nd International Conference on Intelligent Perception and Computer Vision (CIPCV) 2024 May 17 (pp. 38-45). IEEE.
  94. A. Doumanoglou, D. Zarpalas, K. Driessens, "Concept Basis Extraction for Latent Space Interpretation of Image Classifiers.",In Proceedings of the 19th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2024) - Volume 3: VISAPP, pages 417-424.
  95. F. Rizou, E. Kolofotia, I. Raptis, V. Mpletsos, E. M. Pechlivani, A. Mazarakis-Ainian, E. Dotsika, A. Drosou, D. Tzovaras, "Utilizing Terrestrial Laser Scanning with a Unity3D georeferenced platform for ancient archaeological sites.", 10th International Conference on Geographical Information Systems Theory, Applications and Management GISTAM 2024, 02-04 May, Angers, France.
  96. D. Karageorgiou, G. Kordopatis-Zilos, S. Papadopoulos, "Fusion Transformer with Object Mask Guidance for Image Forgery Analysis.", Proc. of IEEE/CVF CVPR Workshops 2024, pp. 4345-4355.
  97. F. Sarri, P. Kasnesis, S. Symeonidis, I. Paraskevopoulos, S. Diplaris, F. Posteraro, G. Georgoudis, K. Mania, "Embodied Augmented Reality for Lower Limb Rehabilitation.", Proceeding of the EUROGRAPHICS 2024, workshop on 'Creating Lively Interactive Populated Environments (CLIPE)' (CLIPE 2024), Limassol, Cyprus, 2024. https://zenodo.org/records/11072963
  98. A. Følstad, T. Araujo, S. Papadopoulos, L. C. Law, E. Luger, M. Goodwin, S. Hobert, P. B. Brandtzaeg, "Chatbot Research and Design: 7th International Workshop, CONVERSATIONS 2023, Oslo, Norway, November 22-23, 2023, Revised Selected Papers.", Springer-Verlag, Berlin, Heidelberg Vol. 14524. https://doi.org/10.1007/978-3-031-54975-5
  99. G. Baltsou, I. Sarridis, C. Koutlis, S. Papadopoulos, "SDFD: Building a Versatile Synthetic Face Image Dataset with Diverse Attributes.", Proc. of FG 2024 ReFIP workshop.
  100. A. Elobaid, N. Ramoly, L. Younes, S. Papadopoulos, E. Ntoutsi, I. Kompatsiaris, "Sum of Group Error Differences: A Critical Examination of Bias Evaluation in Biometric Verification and a Dual-Metric Measure.", Proc. of FG 2024 ReFIP workshop.
  101. M. Loufakis, O. Manis, C. Kioroglou, N. Kolokas, D. Ioannidis, D. Tzovaras, M. Stankovski, "Intelligent Model Management: Using Reinforcement Learning to Detect Data Drift and Retrain Industrial Machine Learning Systems.", In 2024 26th International Conference on Digital Signal Processing and its Applications (DSPA) 2024 Mar 27 (pp. 1-6). IEEE.
  102. 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.", Advances in Information Retrieval: 46th European Conference on Information Retrieval, ECIR 2024, Glasgow, UK, Proceedings, Part III, Pages 374–383, March 24–28, 2024. https://doi.org/10.1007/978-3-031-56063-7_29
  103. E. Krasanakis, S. Papadopoulos, "Towards Standardizing AI Bias Exploration.", Proc. of AIMMES 2024 workshop.
  104. L. G. Pueyo, S. Papadopoulos, P. S. Kumar, A. Gionis, P. Tsaparas, V. Verroios, G. Manco, A. Andryeyev, S. Cresci, T. Sellis, A. McCosker, "Integrity 2024: Integrity in Social Networks and Media.", Proceedings of the 17th ACM WSDM International Conference on Web Search and Data Mining. ACM, pp. 1212–1213, Mar. 04, 2024. doi: 10.1145/3616855.3635721
  105. 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: Auer, M.E., Tsiatsos, T. (eds) Smart Mobile Communication & Artificial Intelligence. IMCL 2023. Lecture Notes in Networks and Systems, vol 936. Springer, Cham. https://doi.org/10.1007/978-3-031-54327-2_36
  106. H. Linseisen, I. Manakos, E. Katsikis, A. Delopoulos, "Assimilation von satellitenbasierten Reflexionsmessungen in einem Informationssystem für einen modernen Hopfenbaubetrieb.", Referate der 44. GIL-Jahrestagung, "Informatik in der Land-, Forstund Ernährungswirtschaft", C. Hoffmann et al. (Hrsg.), GI-Edition "Lecture Notes in Informatics", 27-28 February 2024, Stuttgart-Hohenheim, Germany, pp. 323-327.
  107. A. Stergioulas, S. B. Dias, B. Alves, G. al Hussein, S. Bostantjopoulou, Z. Katsarou, I. Dagklis, N. Grammalidis, K. Dimitropoulos, "Assessing motor skills in Parkinson's Disease using smartphone-based video analysis and machine learning.", Proceedings of the International Conference on Pervasive Technologies Related to Assistive Environments, Crete, Greece.
  108. A. M. Papadopoulos, P. Melissas, A. Kastellos, P. Katranitsiotis, P. Zaparas, K. Stavridis, P. Daras, "TenebrioVision: A Fully Annotated Dataset of Tenebrio Molitor Larvae Worms in a Controlled Environment for Accurate Small Object Detection and Segmentation.",ICPRAM. 2024
  109. A. Papadopoulos, I. Kechagia, D. Giakoumis, K. Votis, D. Tzovaras, "Partially Observable Markov Decision Processes for Robotic Assistance in a Sensor-Fused Smart Home Environment.", 10th International Conference on Automation, Robotics and Applications (ICARA 2024), Athens, Greece, Feb 2024.
  110. G. Gkogkos, N. Giakoumoglou, E. M. Pechlivani, K. Votis, D. Tzovaras, "Artificial Intelligence Data Model Verification through Distributed Ledger Technology", 28th international scientific and professional Conference Information Technology 2024, 21 -24 February 2024, Žabljak, Montenegro, IEEE Xplore https://doi.org/10.1109/IT61232.2024.10475723
  111. C. Eleftheriadis, Z. Batzos, K. Kyranou, G. Andronikidis, I. Hadjigeorgiou, E. M. Pechlivani, "Machine learning for cyber security frameworks in smart farming", 28th international scientific and professional Conference Information Technology 2024, 21 -24 February 2024, Žabljak, Montenegro, IEEE Xplore, https://doi.org/10.1109/IT61232.2024.10475711
  112. F. Rizou, R. Kougkolos, D. Kapetas, C. Georgiadis, G. Patseas, I. Raptis, A. Tsakiris, E. M. Pechlivani, D. Ioannidis, D. Tzovaras, "Advancing Cultural Heritage Preservation through monument 3D reconstruction and multi-platform interaction-based applications", 28th international scientific and professional Conference Information Technology 2024, 21 -24 February 2024, Žabljak, Montenegro, IEEE Xplore https://doi.org/10.1109/IT61232.2024.10475758
  113. A. Leventakis, D. Galanopoulos, V. Mezaris, "Cross-modal Networks, Fine-Tuning, Data Augmentation and Dual Softmax Operation for MediaEval NewsImages 2023.", Proc. 2023 Multimedia Evaluation Workshop (MediaEval), Amsterdam, NL, Feb. 2024.
  114. A. Vlachos, S. Krinidis, A. Karavidas, D. Tzovaras, "IblueCulture: A Real Time Virtual Reality Dry Dive System", In: Auer, M.E., Tsiatsos, T. (eds) Smart Mobile Communication & Artificial Intelligence. IMCL 2023. Lecture Notes in Networks and Systems, vol 936, Feb 2024. Springer, Cham. https://doi.org/10.1007/978-3-031-54327-2_11
  115. K. Triaridis, V. Mezaris, "Exploring Multi-Modal Fusion for Image Manipulation Detection and Localization.", Proc. 30th Int. Conf. on MultiMedia Modeling (MMM 2024), Amsterdam, NL, Jan.-Feb. 2024. https://arxiv.org/abs/2312.01790
  116. I. Kontostathis, E. Apostolidis, V. Mezaris, "An Integrated System for Spatio-Temporal Summarization of 360-degrees Videos.", Proc. 30th Int. Conf. on MultiMedia Modeling (MMM 2024), Amsterdam, NL, Jan.-Feb. 2024. https://arxiv.org/abs/2312.02576
  117. E. Apostolidis, K. Apostolidis, V. Mezaris, "Facilitating the Production of Well-tailored Video Summaries for Sharing on Social Media.", Proc. 30th Int. Conf. on MultiMedia Modeling (MMM 2024), Amsterdam, NL, Jan.-Feb. 2024. https://arxiv.org/abs/2312.02616
  118. 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.
  119. 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. https://zenodo.org/records/10226589
  120. 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. https://zenodo.org/records/10226935
  121. 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 International Conference on Multimedia Modeling (pp. 175-187). Cham: Springer Nature Switzerland, January, 2024.
  122. P. Katranitsiotis, P. Zaparas, K. Stavridis, P. Daras, "Leveraging VR and Force-Haptic Feedback for an Effective Training with Robots.", 13th International Conference on Pattern Recognition Applications and Methods (ICPRAM). DOI: 10.5220/0012319200003654
  123. K. Gkrispanis, N. Gkalelis, V. Mezaris, "Filter-Pruning of Lightweight Face Detectors Using a Geometric Median Criterion.", Proc. IEEE/CVF Winter Conference on Applications of Computer Vision Workshops (WACVW 2024), Waikoloa, Hawaii, USA, Jan. 2024. https://arxiv.org/abs/2311.16613
  124. P. Melzi, R. Tolosana, R. Vera-Rodriguez, M. Kim, C. Rathgeb, X. Liu, I. DeAndres-Tame, A. Morales, J. Fierrez, J. Ortega-Garcia, W. Zhao, X. Zhu, Z. Yan, X. Zhang, J. Wu, Z. Lei, S. Tripathi, M. Kothari, M. Zama, D. Deb, B. Biesseck, P. Vidal, R. Granada, G. Fickel, G. Führ, D. Menotti, A. Unnervik, A. George, C. Ecabert, H. O. Shahreza, P. Rahimi, S. Marcel, I. Sarridis, C. Koutlis, G. Baltsou, S. Papadopoulos, C. Diou, N. Di Domenico, G. Borghi, L. Pellegrini, E. Mas-Candela, A. Sánchez-Pérez, A. Atzori, G. Fenu, F. Boutros, M. Marras, N. Damer, "FRCSyn Challenge at WACV 2024: Face Recognition Challenge in the Era of Synthetic Data.", 2024 IEEE/CVF Winter Conference on Applications of Computer Vision Workshops (WACVW). IEEE, Jan. 01, 2024. doi: 10.1109/wacvw60836.2024.00100

Books Chapters

  1. 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: Gkotsis, I., Kavallieros, D., Stoianov, N., Vrochidis, S., Diagourtas, D., Akhgar, B. (eds) Paradigms on Technology Development for Security Practitioners. Security Informatics and Law Enforcement. Springer, Cham. https://doi.org/10.1007/978-3-031-62083-6_16
  2. D. Galanopoulos, V. Mezaris, "Cross-Modal Learning for Free-Text Video Search.", Encyclopedia of Information Science and Technology, Sixth Edition, IGI Global, 2024.
  3. 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), AIAI 2024. IFIP Advances in Information and Communication Technology, vol 711. Springer, Cham. https://doi.org/10.1007/978-3-031-63211-2_17
  4. A. Papagianni, K. Ioannidis, T. Tsikrika, S. Vrochidis, I. Kompatsiaris, "Frugal and Robust AI for Defence Advanced Intelligence.", In Springer’s book series "Security Informatics and Law Enforcement".
  5. S. Andreadis, I. Gialampoukidis, S. Vrochidis, I. Kompatsiaris, "Social Media Monitoring for Disaster Management.", In Responding to Extreme Weather Events, Wiley Online Library, pp. 224-242, 2024. https://doi.org/10.1002/9781119741374.ch11
  6. E. Michail, P. Giannakeris, I. Koulalis, S. Vrochidis, I. Kompatsiaris, "Innovative Visual Analysis Solutions to Support Disaster Management.", In Responding to Extreme Weather Events (eds D. Sempere-Torres, A. Karakostas, C. Rossi and P. Quevauviller). https://doi.org/10.1002/9781119741374.ch10
  7. S. Martinez, M. Marin, E. Menendez, P. Vartholomeos, D. Giakoumis, A. Simi, C. Balaguer, "BADGER: Intelligent robotic system for underground construction.", In Infrastructure Robotics: Methodologies, Robotic Systems and Applications, 205-220, Wiley, 2024, ISBN: 9781394162840. https://doi.org/10.1002/9781394162871.ch10
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