Δημοσιεύσεις Σε Περιοδικά

  1. 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), Dec. 15-18. 2023. https://doi.org/10.48550/arXiv.2311.16111
  2. Α. Tsanousa, C. Moschou, E. Bektsis, S. Vrochidis, I. Kompatsiaris, "Fusion of Environmental Sensors for Occupancy Detection in a Real Construction Site.", Sensors 2023, 23, 9596. https://doi.org/10.3390/s23239596
  3. 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, p. 4871, Dec. 2023. DOI: 10.3390/electronics12234871
  4. T. Varelas, A. Pentefountas, M. Tsimpoura, A. Sinanis, D. Kehagias, A. Tsakiris, D. Tzovaras, A. Kontonikolaou, "Activator: An Immersive Virtual Reality Serious Game Platform for Highlighting Ancient Greek Civilization.", KN-Journal of Cartography and Geographic Information, Volume 73, pages 277–288, (2023).
  5. 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. https://doi.org/10.5281/zenodo.10198821
  6. N. Giakoumoglou, E. M. Pechlivani, N. Frangakis, D. Tzovaras, "Enhancing Tuta absoluta Detection on Tomato Plants: Ensemble Techniques and Deep Learning.", AI. 2023; 4(4):996-1009. https://doi.org/10.3390/ai4040050
  7. M. Muurling, A. M. G. Pasmooij, I. Koychev, D. Roik, L. Froelich, E. Schwertner, D. Religa, C. Abdelnour, M. Boada, M. Almici, S. Galluzzi, S. Cardoso, A. de Mendonça, A. P. Owens, S. Kuruppu, M. T. Gjestsen, I. Lazarou, M. Gkioka, M. Tsolaki, A. Diaz, D. Gove, P. J. Visser, D. Aarsland, F. Lucivero, C. de Boer and RADAR-AD Consortium, "Ethical challenges of using remote monitoring technologies for clinical research: A case study of the role of local research ethics committees in the RADAR-AD study.", PLoS One. 2023 Nov 16;18(11):e0294797. Erratum for: PLoS One. 2023 Jul 7;18(7):e0285807. PMID: 37972073; PMCID: PMC10653398. DOI: 10.1371/journal.pone.0285807
  8. D. Konstantinidis, I. Papastratis, K. Dimitropoulos, P. Daras, "Multi-manifold attention for vision transformers.", In IEEE Access, doi: 10.1109/ACCESS.2023.3329952
  9. I. Papastratis, A. Stergioulas, D. Konstantinidis, P. Daras, K. Dimitropoulos, "Can ChatGPT provide appropriate meal plans for NCD patients?.", Nutrition, Elsevier, Nov. 2023.
  10. E. A. Ordenana, S. Garcia-Torres, C. Kyfonidis, D. Karanassos, E. Kopsacheilis, C. Tsita, D. Casado-Mansilla, A. Emvoliadis, G. Angelis, D. Lopez-de-Ipina, M. P. Beldarrain, A. Drosou, D. Tzovaras, "Engagement & accessibility tools for pro-environmental action on Air Quality - The SocioBee paradigm.", Univ Access Inf (2023).
  11. F. Lokmen, I. Manakos, G. Sylaios, C. Kalaitzidis, "A modified version of the Direct Sampling method for filling gaps in Landsat 7 and Sentinel 2 satellite imagery in the coastal area of Rhone River.", Remote Sensing (accepted). 2023. DOI: doi.org/10.3390/rs15215122
  12. S. Pemas, E. Xanthopoulou, Z. Terzopoulou, G. Konstantopoulos, D. N. Bikiaris, C. Kottaridi, D. Tzovaras, E. M. Pechlivani, "Exploration of Methodologies for Developing Antimicrobial Fused Filament Fabrication Parts.", Materials 2023, 16, 6937. https://doi.org/10.3390/ma16216937
  13. K. Tsiakas, A. Papadimitriou, E. M. Pechlivani, D. Giakoumis, N. Frangakis, A. Gasteratos, D. Tzovaras, "An Autonomous Navigation Framework for Holonomic Mobile Robots in Confined Agricultural Environments.", Robotics 2023, 12, 146. https://doi.org/10.3390/robotics12060146
  14. N. Kladovasilakis, E. M. Pechlivani, A. Kanlis, A. Tsita, E. E. Mitsopoulou, K. Votis, D. Tzovaras, "Smart inhaler mask for portable medical gas cylinders utilizing IoT technologies.", Journal of Engineering Research, 2023, ISSN 2307-1877. https://doi.org/10.1016/j.jer.2023.10.037
  15. E. M. Pechlivani, L. Melidis, S. Pemas, K. Katakalos, D. Tzovaras, A. A. Konstantinidis, "On the Effect of Volumetric Energy Density on the Characteristics of 3D-Printed Metals and Alloys.", Metals 2023, 13, 1776. https://doi.org/10.3390/met13101776
  16. E. M. Pechlivani, A. Papadimitriou, S. Pemas, N. Giakoumoglou, D. Tzovaras, "Low-Cost Hyperspectral Imaging Device for Portable Remote Sensing.", Instruments 2023, 7, 32. https://doi.org/10.3390/instruments7040032
  17. P. Michailidis, I. Michailidis, D. Vamvakas, E. Kosmatopoulos, "Model-Free HVAC Control in Buildings: A Review.", Energies. 2023; 16(20):7124. https://doi.org/10.3390/en16207124
  18. M. T. Siddique, P. Koukaras, D. Ioannidis, C. Tjortjis, "SmartBuild RecSys: A Recommendation System Based on the Smart Readiness Indicator for Energy Efficiency in Buildings.", Algorithms. 2023; 16(10):482. https://doi.org/10.3390/a16100482
  19. 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. https://doi.org/10.1080/15732479.2023.2264840
  20. M. T. Siddique, P. Koukaras, D. Ioannidis, C. Tjortjis, "A Methodology Integrating the Quantitative Assessment of Energy Efficient Operation and Occupant Needs into the Smart Readiness Indicator.", Energies. 2023; 16(19):7007. https://doi.org/10.3390/en16197007
  21. R. Polvara, S. Molina, I. Hroob, A. Papadimitriou, K. Tsiolis, D. Giakoumis, S. Likothanassis, G. Cielniak, M. Hanheide, "BLT Dataset: acquisition of the agricultural multimodal Bacchus Long‐Term Dataset with automated robot deployment.", Journal of Field Robotics, Wiley, 2023. https://doi.org/10.1002/rob.22228
  22. G. F. Angelis, D. Chorozoglou, S. Papadopoulos, A. Drosou, D. Giakoumis, D. Tzovaras, "AI-enabled Underground Water Pipe non-destructive Inspection.", Multimed Tools Appl. (2023). https://doi.org/10.1007/s11042-023-15797-w
  23. E. M. Pechlivani, S. Pemas, A. Kanlis, P. Pechlivani, S. Petrakis, A. Papadimitriou, D. Tzovaras, K. E. Hatzistergos, "Enhanced Growth of Bacterial Cells in a Smart 3D Printed Bioreactor.", Micromachines 2023, 14, 1829. https://doi.org/10.3390/mi14101829
  24. 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: Dang-Nguyen, DT., et al. MultiMedia Modeling. MMM 2023. Lecture Notes in Computer Science, vol 13833. Springer, Cham. https://doi.org/10.1007/978-3-031-27077-2_55
  25. P. Charalampous, N. Kladovasilakis, M. Zoumaki, I. Kostavelis, K. Votis, K. Petsios, D. Tzetzis, D. Tzovaras, "Examination of a Human Heart Fabricating Its 3D-Printed Cardiovascular Model and Employing Computational Technologies.", Applied Sciences. 2023; 13(18):10362. https://doi.org/10.3390/app131810362
  26. O. Theodosiadou, A. M. Koufakis, T. Tsikrika, S. Vrochidis, I. Kompatsiaris, "Change Point Analysis of Time Series Related to Bitcoin Transactions: Towards the Detection of Illegal Activities.", J. Risk Financial Manag. 2023, 16, 408. doi.org/10.3390/jrfm16090408
  27. G. Kastrinaki, E. M. Pechlivani, I. Gkekas, N. Kladovasilakis, E. Gkagkari, S. Petrakis, A. Asimakopoulou, "Fabrication and Optimization of 3D-Printed Silica Scaffolds for Neural Precursor Cell Cultivation.", Journal of Functional Biomaterials, 14, no. 9: 465, 2023. https://doi.org/10.3390/jfb14090465
  28. M. Papadogiorgaki, N. Grammalidis, A. Grammatikopoulou, K. Apostolidis, E. S. Bei, K. Grigoriadis, S. Zafeiris, G. Livanos, V. Mezaris, M. E. Zervakis., "An Integrated Support System for People with Intellectual Disability.", Electronics. 2023; 12(18):3803. https://doi.org/10.3390/electronics12183803
  29. 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. 2023; 12(18):3806. https://doi.org/10.3390/electronics12183806
  30. 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, p. 13441, Sep. 2023. https://doi.org/10.3390/su151813441
  31. D. Giomelakis, O. Papadopoulou, S. Papadopoulos, A. A. Veglis, "Verification of News Video Content: Findings from a Study of Journalism Students.", Journalism Practice, 17:5, 1068-1097. DOI: 10.1080/17512786.2021.1965905
  32. E. M. Pechlivani, A. Papadimitriou, S. Pemas, G. Ntinas, D. Tzovaras, "IoT-Based Agro-Toolbox for Soil Analysis and Environmental Monitoring.", Micromachines 2023, 14, 1698. https://doi.org/10.3390/mi14091698
  33. Y. Yu, A. Bezerianos, A. Cichocki, J. Li, "Latent Space Coding Capsule Network for Mental Workload Classification.", IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society. PP. DOI: 10.1109/TNSRE.2023.3307481
  34. G. Gkogkos, P. Lourenço, E. M. Pechlivani, L. Encarnação, K. Votis, N. Giakoumoglou, J. M. da Silva, D. Tzovaras, "Distributed Ledger Technologies for Food Sustainability indexing.", In Smart Agricultural Technology, 2023, Vol. 5, p. 100312. Elsevier BV. https://doi.org/10.1016/j.atech.2023.100312
  35. P. Masa, S. Kintzios, Z. Vasileiou, G. Meditskos, S. Vrochidis, I. Kompatsiaris, "A Semantic Framework for Decision Making in Forest Fire Emergencies.", Appl. Sci. 2023, 13, 9065. https://doi.org/10.3390/app13169065
  36. I. Kalouptsoglou, M. Siavvas, A. Ampatzoglou, D. Kehagias, A. Chatzigeorgiou, "Software vulnerability prediction: A systematic mapping study.", Information and Software Technology, Volume 164, 2023, 107303, ISSN 0950-5849. https://doi.org/10.1016/j.infsof.2023.107303
  37. N. Tsalikidis, A. Mystakidis, C. Tjortjis, P. Koukaras, D. Ioannidis, "Energy load forecasting: one-step ahead hybrid model utilizing ensembling.", Computing (2023). https://doi.org/10.1007/s00607-023-01217-2
  38. L. Alagialoglou, I. Manakos, S. Papadopoulou, R. Chadoulis, A. Kita, "Mapping underwater aquatic vegetation using foundation models with air- and space-borne images: the case of Polyphytos Lake.", Remote Sensing, Special Issue: Remote Sensing and Artificial Intelligence in Inland Waters. 2023. DOI: 10.3390/rs15164001
  39. P. Michailidis, I. T. Michailidis, S. Gkelios, G. Karatzinis, E. B. Kosmatopoulos, "Neuro-distributed Cognitive Adaptive Optimization for Training Neural Networks in a Parallel and Asynchronous Manner.", Integrated Computer-Aided Engineering, IOS Press, no. Pre-press, pp. 1-23, 6 August 2023. https://doi.org/10.3233/ICA-230718
  40. K. Georgiadis, F. P. Kalaganis, K. Riskos, E. Matta, V. P. Oikonomou, I. Yfantidou, D. Chantziaras, K. Pantouvakis, S. Nikolopolos, N. A. Laskaris, I. Kompatsiaris, "NeuMa - the absolute Neuromarketing dataset en route to an holistic understanding of consumer behaviour.", Sci Data 10, 508 (2023). https://doi.org/10.1038/s41597-023-02392-9
  41. A. Blekos, K. Chatzis, M. Kotaidou, T. Chatzis, V. Solachidis, D. Konstantinidis, K. Dimitropoulos, "A Grape Dataset for Instance Segmentation and Maturity Estimation.", Agronomy. 2023; 13(8):1995. https://doi.org/10.3390/agronomy13081995
  42. G. Gkogkos, C. Patsonakis, A. Drosou, D. Tzovaras, "A DLT-based framework for secure IoT infrastructure in Smart Communities.", Els. Technology in Society (IF9.2), Vol. 74, 2023, 102329. https://doi.org/10.1016/j.techsoc.2023.102329
  43. A. Papaioannou, C. S. Kouzinopoulos, D. Ioannidis, D. Tzovaras, "An Ultra-low-power Embedded AI Fire Detection and Crowd Counting System for Indoor Areas.", ACM Trans. Embed. Comput. Syst. 22, 4, Article 61 (July 2023), 20 pages. https://doi.org/10.1145/3582433
  44. E. M. Pechlivani, G. Kastrinaki, C. Zisis, A. Asimakopoulou, E. Gkagkari, D. Koutsonikolas, D. Tzovaras, E. Kikkinides, "3D ceramic structure fabrication by Stereolithography and physicochemical characterization.", Materials Today: Proceedings, 2023, ISSN 2214-7853. https://doi.org/10.1016/j.matpr.2023.07.152.
  45. E. Krasanakis, S. Papadopoulos, I. Kompatsiaris, "JGNN: Graph Neural Networks on native Java.", SoftwareX, Volume 23, 2023, 101459. https://doi.org/10.1016/j.softx.2023.101459
  46. A. Kita, I. Manakos, S. Papadopoulou, I. Lioumbas, L. Alagialoglou, M. Katsiapi, A. Christodoulou, "Land–Water Transition Zone Monitoring in Support of Drinking Water Production.", Water MDPI. 2023. DOI: 10.3390/w15142596
  47. O. Gómez-Carmona, D. Buján-Carballal, D. Casado-Mansilla, D. López-de-Ipiña, J. Cano-Benito, A. Cimmino, M. Poveda-Villalón, R. García-Castro, J. Almela-Miralles, D. Apostolidis, A. Drosou, D. Tzovaras, M. Wagner, M. Guadalupe-Rodriguez, D. Salinas, D. Esteller, M. Riera-Rovira, A. González, J. Clavijo-Ágreda, A. Díez-Frias, M. C. Bocanegra-Yáñez, R. Pedro-Henriques, E. Ferreira-Nunes, M. Lux, N. Bujalkova, "Mind the gap: The AURORAL ecosystem for the digital transformation of Smart Communities and Rural Areas.", Els. Technology in Society (IF9.2), Vol. 74, 102304, 2023. https://doi.org/10.1016/j.techsoc.2023.102304
  48. D. Vamvakas, P. Michailidis, C. Korkas, E. Kosmatopoulos, "Review and Evaluation of Reinforcement Learning Frameworks on Smart Grid Applications.", Energies. 2023; 16(14):5326. https://doi.org/10.3390/en16145326
  49. E. M. Pechlivani, A. K. Kampouris, L. Melidis, K. Katakalos, T. Kontodina, D. Tzovaras, A. A. Konstantinidis, "3D Printed Inconel mechanical response related to Volumetric Energy Density", Materials Today: Proceedings, 2023, ISSN 2214-7853. https://doi.org/10.1016/j.matpr.2023.06.438.
  50. V. Dimitriadis, A. Chytas, M. Grammatikopoulou, G. Nikolaidis, J. Pliatsika, M. Zachariadou, S. Nikolopoulos, P. Natsiavas, "Use of Real-World Data to Support Adverse Drug Reactions Prevention During ePrescription.", Stud Health Technol Inform. 2023 Jun 29;305:226-229. PMID: 37387003. doi: 10.3233/SHTI230469
  51. E.A. Stathopoulos, A.I. Karageorgiadis, A. Kokkalas, S. Diplaris, S. Vrochidis, I. Kompatsiaris, "A Query Expansion Benchmark on Social Media Information Retrieval: Which Methodology Performs Best and Aligns with Semantics?", Computers. 2023; 12(6):119. https://doi.org/10.3390/computers12060119
  52. S. Symeonidis, S. Samaras, C. Stentoumis, A. Plaum, M. Paccelli, J. Grivolla, Y. Shekhawat, M. Ferri, S. Diplaris, S. Vrochidis, "An Extended Reality system for situation awareness in flood management and media production planning.", Electronics,2023, 12(12), 2569; https://doi.org/10.3390/electronics12122569
  53. C. Tzouvaras, A. Dimara, A. Papaioannou, C. N. Anagnostopoulos, S. Krinidis, K. Arvanitis, D. Ioannidis, D. Tzovaras, "A Novel Dynamic Approach for Determining Real-Time Interior Visual Comfort Exploiting Machine Learning Techniques.", Applied Sciences. 2023; 13(12):6975. https://doi.org/10.3390/app13126975
  54. M. Andrijauskiene, D. Ioannidis, D. Dumciuviene, A. Dimara, N. Bezas, A. Papaioannou, S. Krinidis, "European Union Innovation Efficiency Assessment Based on Data Envelopment Analysis.", Economies. 2023; 11(6):163. https://doi.org/10.3390/economies11060163
  55. N. Giakoumoglou, E. M. Pechlivani, D. Tzovaras, "Generate-Paste-Blend-Detect: Synthetic dataset for object detection in the agriculture domain", Smart Agricultural Technology, 5, 100258, 2023. https://doi.org/10.1016/j.atech.2023.100258
  56. D. Dimoudis, N. Tsolakis, C. Magga-Nteve, G. Meditskos, S. Vrochidis, I. Kompatsiaris, "InSEption: A Robust Mechanism for Predicting FoG Episodes in PD Patients", Electronics. 2023; 12(9):2088. https://doi.org/10.3390/electronics12092088
  57. M. Siavvas, D. Tsoukalas, I. Kalouptsoglou, E. Manganopoulou, G. Manolis, D. Kehagias, D. Tzovaras, "Security Monitoring during Software Development: An Industrial Case Study.", Applied Sciences. 2023; 13(12):6872. https://doi.org/10.3390/app13126872
  58. E. Raptis, K. Englezos O. Kypris, M. Krestenitis, A. Kapoutsis, K. Ioannidis, S. Vrochidis, E. Kosmatopoulos, "CoFly: An automated, AI-based open-source platform for UAV precision agriculture applications", SoftwareX, 2023.
  59. I. Lazarou, V. P. Oikonomou, L. Mpaltadoros, M. Grammatikopoulou, V. Alepopoulos, T. G. Stavropoulos, A. Bezerianos, S. Nikolopoulos, I. Kompatsiaris, M. Tsolaki and RADAR-AD Consortium, "Eliciting brain waves of people with cognitive impairment during meditation exercises using portable electroencephalography in a smart-home environment: a pilot study.", Front. Aging Neurosci. 15:1167410. doi: 10.3389/fnagi.2023.1167410
  60. N. Nagkoulis, G. Vasiloudis, A. Moumtzidou, I. Gialampoukidis, S. Vrochidis, I. Kompatsiaris, "Forecasting Lakes’ Chlorophyll Concentrations Using Satellite Images and Generative Adversarial Networks.",IEEE Geoscience and Remote Sensing Letters. 2023
  61. M. Milczarek, S. Aleksandrowicz, A. Kita, R. Chadoulis, I. Manakos, E. Woźniak, "Object- Versus Pixel-Based Unsupervised Fire Burn Scar Mapping under Different Biogeographical Conditions in Europe.", Multidisciplinary Digital Publishing Institute - Land, 12(5), 1087. 2023. DOI: 10.3390/land12051087
  62. A. Chytas, V. Dimitriadis, G. Giannios, M. Grammatikopoulou, G. Nikolaidis, J. Pliatsika, M. Zachariadou, H. Karanikas, I. Kompatsiaris, S. Nikolopoulos, P. Natsiavas, "The PrescIT Knowledge Graph: Supporting ePrescription to Prevent Adverse Drug Reactions. Stud Health Technol Inform.", 2023 May 18;302:551-555. PMID: 37203746. doi: 10.3233/SHTI230203
  63. D. Zeginis, E. Kalampokis, R. Palma, R. Atkinson, K. A. Tarabanis, "A Semantic Meta-model for Data Integration and Exploitation in Precision Agriculture and Livestock Farming.", 1 Jan. 2023 : 1 – 29. DOI: 10.3233/SW-233156
  64. A. Dimara, C. Sougles, S. Athanasiou, K. Grigoropoulos, P. Sfakianou, A. Papaioannou, S. Krinidis, D. Triantafyllidis, I. Tzitzios, C. N. Anagnostopoulos, A. Karamanidis, V. Saltagianni, D. Ioannidis, D. Tzovaras, "Holistic plug-n-play autonomous solar system integration: a real-life small-scale demonstration—a practical approach.", Electr Eng 105, 2715–2733 (2023). https://doi.org/10.1007/s00202-023-01830-6
  65. C. Tsita, M. Satratzemi, A. Pedefoudas, C. Georgiadis, M. Zampeti, E. Papavergou, S. Tsiara, E. Sismanidou, P. Kyriakidis, D. Kehagias, D. Tzovaras, "A Virtual Reality Museum to Reinforce the Interpretation of Contemporary Art and Increase the Educational Value of User Experience.", Heritage. 2023; 6(5):4134-4172. https://doi.org/10.3390/heritage6050218
  66. C. Koutlis, M. Schinas, S. Papadopoulos, "MemeTector: enforcing deep focus for meme detection.", International Journal of Multimedia Information Retrieval,12. 2023. DOI: 10.1007/s13735-023-00277-6
  67. A. Kyriakopoulos, I. Gialampoukidis, S. Vrochidis, I. Kompatsiaris, "Adaptive Quality Diagnosis Framework for Production Lines in a Smart Manufacturing Environment", Machines 2023, 11(4), 499; https://doi.org/10.3390/machines11040499
  68. M. Kosti, N. Georgakopoulou, S. Diplaris, T. Pistola, K. Chatzistavros, V. Xefteris, A. Tsanousa, S. Vrochidis, I. Kompatsiaris, "Assessing Virtual Reality Spaces for Elders Using Image-Based Sentiment Analysis and Stress Level Detection.", Sensors 2023, 23, 4130. https://doi.org/10.3390/s23084130.
  69. L. Leontaris, A. Mitsiaki, P. Charalampous, N. Dimitriou, E. Leivaditou, A. Karamanidis, G. Margetis, K. C. Apostolakis, S. Pantoja, C. Stephanidis, D. Tzovaras, E. Papageorgiou, "A blockchain-enabled deep residual architecture for accountable, in-situ quality control in industry 4.0 with minimal latency.", In Computers in Industry (Vol. 149, p. 103919). Elsevier BV. https://doi.org/10.1016/j.compind.2023.103919
  70. A. Tzepkenlis, K. Marthoglou, N. Grammalidis, "Efficient Deep Semantic Segmentation for Land Cover Classification Using Sentinel Imagery.", Remote Sensing. 2023; 15(8):2027. https://doi.org/10.3390/rs15082027
  71. P. Barmpoutis, A. Kastridis, T. Stathaki, J. Yuan, M. Shi, N. Grammalidis, "Suburban Forest Fire Risk Assessment and Forest Surveillance Using 360-Degree Cameras and a Multiscale Deformable Transformer.", Remote Sensing. 2023; 15(8):1995. https://doi.org/10.3390/rs15081995
  72. T. Papadimos, S. Andreadis, I. Gialampoukidis, S. Vrochidis, I. Kompatsiaris, "Flood-Related Multimedia Benchmark Evaluation: Challenges, Results and a Novel GNN Approach", Sensors 2023, 23(7), 3767; https://doi.org/10.3390/​s23073767.
  73. N. Kladovasilakis, P. Charalampous, A. Boumpakis, T. Kontodina, K. Tsongas, D. Tzetzis, I. Kostavelis, P. Givissis, D. Tzovaras, "Development of biodegradable customized tibial scaffold with advanced architected materials utilizing additive manufacturing", . Journal of the Mechanical Behavior of Biomedical Materials 2023, 141, 105796. https://doi.org/10.1016/j.jmbbm.2023.105796 .
  74. K. Vlachos, C. Psychalas, A. Moumtzidou, I. Gialampoukidis, S. Vrochidis, I. Kompatsiaris, "Towards a Paradigm Shift on Maping Muddy Waters In Water Reservoirs With Sentinel-2 Using Machine Learning.", In Ninth International Conference on Remote Sensing and Geoinformation of the Environment (RSCy2023), 3-5 April, 2023, Ayia Napa, Cyprus. (Poster)
  75. C. Keroglou, I. Kansizoglou, P. Michailidis, K. Oikonomou, I. Papapetros, P. Dragkola, I. T. Michailidis, A. Gasteratos, E. B. Kosmatopoulos, G. C. Sirakoulis, "A Survey on Technical Challenges of Assistive Robotics for Elder People in Domestic Environments: The ASPiDA Concept.", In IEEE Transactions on Medical Robotics and Bionics, vol. 5, no. 2, pp. 196-205, May 2023, doi: 10.1109/TMRB.2023.3261342
  76. D. Tsoukalas, M. Siavvas, D. Kehagias, A. Chatzigeorgiou, A. Ampatzoglou, "A practical approach for technical debt prioritization based on class-level forecasting.", In Journal of Software: Evolution and Process (JSME), Wiley, 2023;e2564. DOI: 10.1002/smr.2564
  77. A. Triantafyllidis, S. Segkouli, S. Zygouris, C. Michailidou, K. Avgerinakis, E. Fappa, S. Vassiliades, A. Bougea, N. Papagiannakis, I. Katakis, E. Mathioudis, A. Sorici, L. Bajenaru, V. Tageo, F. Camonita, C. Magga-Nteve, S. Vrochidis, L. Pedullà, G. Brichetto, P. Tsakanikas, K. Votis, D. Tzovaras, "Mobile App Interventions for Parkinson’s Disease, Multiple Sclerosis and Stroke: A Systematic Literature Review.", Sensors. 2023; 23(7):3396. https://doi.org/10.3390/s23073396.
  78. V. Venizelou, A. C. Tsolakis, D. Evagorou, C. Patsonakis, I. Koskinas, P. Therapontos, L. Zyglakis, D. Ioannidis, G. Makrides, D. Tzovaras, G. E. Georghiou, "DSO-Aggregator Demand Response Cooperation Framework towards Reliable, Fair and Secure Flexibility Dispatch.", Energies. 2023; 16(6):2815. https://doi.org/10.3390/en16062815
  79. K. Mardani, N. Vretos, P. Daras, "Transformer-Based Fire Detection in Videos.", Sensors. 2023; 23(6):3035. https://doi.org/10.3390/s23063035
  80. E. Kalampokis, N. Karacapilidis, D. Tsakalidis, K. Tarabanis, "Understanding the Use of Emerging Technologies in the Public Sector: A Review of Horizon 2020 Projects.", Digit. Gov.: Res. Pract. 4, 1, Article 4 (March 2023), 28 pages. https://doi.org/10.1145/3580603
  81. C. Avgerinos, N. Vretos, P. Daras, "Less Is More: Adaptive Trainable Gradient Dropout for Deep Neural Networks", Sensors 23, no. 3: 1325.
  82. A. Grammatikopoulou, N. Grammalidis, "Artful—An AR Social Self-Guided Tour App for Cultural Learning in Museum Settings.", Information. 2023; 14(3):158. https://doi.org/10.3390/info14030158
  83. V. Iosifidis, S. Papadopoulos, B. Rosenhahn, E. Ntoutsi, "AdaCC: cumulative cost-sensitive boosting for imbalanced classification.", Knowl Inf Syst 65, 789–826 (2023). https://doi.org/10.1007/s10115-022-01780-8
  84. A. Karamanou, E. Kalampokis, K. Tarabanis, "Integrated statistical indicators from Scottish linked open government data.", Data Brief. 2022 Nov 23;46:108779. PMID: 36478687; PMCID: PMC9720434. doi: 10.1016/j.dib.2022.108779
  85. A. Mystakidis, E. Ntozi, K. Afentoulis, P. Koukaras, P. Gkaidatzis, D. Ioannidis, C. Tjortjis, D. Tzovaras, "Energy generation forecasting: Elevating performance with machine and deep learning.", Computing 105, 1623–1645 (2023). https://doi.org/10.1007/s00607-023-01164-y
  86. V. P. Oikonomou, K. Georgiadis, F. Kalaganis, S. Nikolopoulos, I. Kompatsiaris, "A Sparse Representation Classification Scheme for the Recognition of Affective and Cognitive Brain Processes in Neuromarketing.", Sensors. 2023; 23(5):2480. https://doi.org/10.3390/s23052480
  87. M. L. Meli, S. Favre, B. Maij, S. Stajic, M. Boebel, P. J. Poole, M. Schellenberg, C. S. Kouzinopoulos, "Energy Autonomous Wireless Sensing Node Working at 5 Lux from a 4 cm2 Solar Cell.", Journal of Low Power Electronics and Applications. 2023; 13(1):12. https://doi.org/10.3390/jlpea13010012
  88. I. Lazarou, M. Grammatikopoulou, L. Mpaltadoros, I. Provata, T. Stavropoulos, "The Effects of Playing The “We are Family” Brain Games in People with Mild Cognitive Impairment and Alzheimer’s Disease: A Feasibility Study.", J Alzheimers Dis Parkinsonism (2023) 13: 554. DOI: 10.4172/2161-0460.100554.
  89. N. Kolokas, D. Ioannidis, D. Tzovaras, "DSF Core: Integrated Decision Support for Optimal Scheduling of Lifetime Extension Strategies forIndustrial Equipment.", Sensors, 23(3), 1332. (2023).
  90. M. Sismanis, R. Chadoulis, I. Manakos, A. Drosou, "An Unsupervised Burned Area Mapping Approach Using Sentinel-2 Images", 2023, Land, 12(2), 379; DOI: 10.3390/land12020379
  91. S. I. Papadopoulos, C. Koutlis, S. Papadopoulos, I. Kompatsiaris, "VICTOR: Visual incompatibility detection with transformers and fashion-specific contrastive pre-training", . Journal of Visual Communication and Image Representation, 103741. https://doi.org/10.1016/j.jvcir.2022.103741
  92. L. Droukas, Z. Doulgeri, N. Tsakiridis, D. Triantafyllou, I. Kleitsiotis, I. Mariolis, D. Giakoumis, D. Tzovaras, D. Kateris, D. Bochtis, "A Survey of Robotic Harvesting Systems and Enabling Technologies.", Journal of Intelligent & Robotic Systems, 107(2), 21. 2023.
  93. N. Giakoumoglou, E. M. Pechlivani, A. Sakelliou, C. Klaridopoulos, N. Frangakis, D. Tzovaras, "Deep learning-based multi-spectral identificationof grey mould", Smart Agricultural Technology, 4, 100174, 2023. https://doi.org/10.1016/j.atech.2023.100174
  94. G. Angelis, C. Timplalexis, A. Salamanis, S. Krinidis, D. Ioannidis, D. Kehagias, D. Tzovaras, "Energformer: A New Transformer Model for Energy Disaggregation.", IEEE Transactions on Consumer Electronics, doi: 10.1109/TCE.2023.3237862
  95. G. Peleka, D. Sarafis, I. Mariolis, D. Tzovaras, "Cross-Domain Knowledge Transfer Using High Dynamic Range Imaging in Synthetic Datasets.", Cybernetics and Systems, 54(3), 372-386. (2023).
  96. O. Theodosiadou, D. Chatzakou, T. Tsikrika, S. Vrochidis, I. Kompatsiaris, "Real-time Threat Assessment based on Hidden Markov Models", Risk Analysis 2023, vol. 43, no. 10, pp. 2069-2081, October 2023. https://doi.org/10.1111/risa.14105
  97. N. Kladovasilakis, I. Kostavelis, P. Sideridis, E. Koltzi, K. Piliounis, D. Tzetzis, D. Tzovaras, "A Novel Soft Robotic Exoskeleton System for Hand Rehabilitation and Assistance Purposes.", Appl. Sci. 2023, 13, 553. https://doi.org/10.3390/app13010553
  98. K. Kotis, A. Dimara, S. Angelis, P. Michailidis, I. Michailidis, C. Anagnostopoulos, S. Krinidis, E. Kosmatopoulos, "Towards Optimal Planning for Green, Smart, and Semantically Enriched Cultural Tours", 2023, Smart Cities 6, no. 1: 123-136. https://doi.org/10.3390/smartcities6010007

Δημοσιεύσεις Σε Συνέδρια

  1. D. Daskalakis, N. Gkalelis, V. Mezaris, "Masked Feature Modelling for the unsupervised pre-training of a Graph Attention Network block for bottom-up video event recognition.", Proc. 25th IEEE Int. Symp. on Multimedia, Laguna Hills, CA, USA, Dec. 2023. https://doi.org/10.48550/arXiv.2308.12673
  2. A. M. Papadopoulos, A. Iatrou, A. Axenopoulos, A. Agathangelidis, K. Stamatopoulos, P. Daras, "DeepSurf2.0: A Deep Learning Approach for Predicting Interactions of B Cell Receptors With Antigens.", Blood, 203, San Diego, California, 9-12 December 2023, (accepted).
  3. S. Bianchi, M. Mancuso, C. Paternoster, G. Kalpakis, T. Tsikrika, S. Vrochidis, D. Kozhuharova, B. Jaeger, "Artificial Intelligence to counter Cyber-Terrorism.",In Proceedings International Conference on Cybersecurity and Cybercrime,  5-7 December 2023, Vol. 10.
  4. I. Syrigos, N. Makris, T. Korakis, "Multi-Cluster Orchestration of 5G Experimental Deployments in Kubernetes over High-Speed Fabric.", IEEE Globecom: Workshop on Communication and computing integrated networks and experimental future G platforms, Kuala Lumpur, Malaysia, Dec. 2023.
  5. P. Toupas, G. Tsamis, D. Giakoumis, K. Votis, D. Tzovaras, "From Detection to Action Recognition: An Edge-Based Pipeline for Robot Human Perception.", 5th International Conference on Control and Robotics (ICCR 2023), Tokyo, Japan, Nov. 2023.
  6. E. M. Pechlivani, A. Papadimitriou, S. Pemas, A. Kanlis, M. Stefanidou, A. Drosou, D. Tzovaras, "3D printed Impact Echo Device for Concrete Crack Detection.", 7th International Conference on Progress on Design Techniques and Manufacturing Technologies for Advanced Products and Processes in the Modern Era (Polcom® 2023), 22-25 November 2023, Bucharest, Romani, 2023, WILEY-VCH. (accepted)
  7. N. Kladovasilakis, P. Charalampous, I. Kostavelis, S. Chatziantoniou, D. Triantafillou, G. Tzanakis, K. Votis, K. Petsios, D. Tzetzis, D. Tzovaras, "Patient-specific Investigation of Bileaflet Mechanical Heart Valve Prosthesis Employing Additive Manufacturing Procedures and Numerical Simulations.", 7th International Conference Progress on Design Techniques and Manufacturing Technologies for Advanced Products and Processes in the Modern Era (Polcom 2023),22-25 November 2023, Bucharest, Romania.
  8. N. Kladovasilakis, P. Charalampous, A. Boumpakis, G. Peleka, I. Kostavelis, I. Mariolis, E. Papasoulis, A. Sideridis, D. Tzovaras, "Development of a System for Repairing Damaged Tissue Utilizing 3D Printed Biodegradable Scaffolds and Computer Vision approaches.", 7th International Conference Progress on Design Techniques and Manufacturing Technologies for Advanced Products and Processes in the Modern Era (Polcom 2023),22-25 November 2023, Bucharest, Romania.
  9. A. Gounaridou, E. Pantraki, V. Dimitriadis, A. Tsakiris, D. Ioannidis, D. Tzovaras, "Semi-Automated Visual Quality Control Inspection During Construction or Renovation of Railways Using Deep Learning Techniques and Augmented Reality Visualization.", 23rd International Conference on Construction Applications of Virtual Reality (CONVR2023), 13-16 November 2023, Florence, Italy, 2023 (accepted).
  10. 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 15th International Conference on Interactive Mobile Communication Technologies and Learning, IMCL 2023, Thessaloniki, Greece, November 9, 2023. https://doi.org/10.5281/zenodo.8433405
  11. D. Galanopoulos, V. Mezaris, "ITI-CERTH participation in AVS Task of TRECVID 2023.", Proc. TRECVID 2023 Workshop, Nov. 2023.
  12. D. Karanassos, C. Kyfonidis, G. Angelis, A. Emvoliadis, T. I. Theodorou, A. Zamichos, A. Drosou, D. Tzovaras, "SocioBee: A next-gen SC platform for citizens’ engagement to air pollution measuring.", IEEE International Smart Cities Conference (ISC2), 2023.
  13. A. Jalal, P. Peso Parada, G. Pavlidis, V. Moschopoulos, K. Saravanan, C. G. Kontoulis, J. Zhang, A. Drosou, G. Ho Lee, J. Lee, S. Jung, "Locality enhanced dynamic Biasing & Sampling Strategies for Contextual ASR.", Speech Recognition & Understanding for Wellbeing (IEEE ASRU 2023).
  14. G. Lazaridis, A. Drosou, P. Chatzimisios, D. Tzovaras, "Securing Modbus TCP Communications in I4.0: A Penetration Testing Approach Using OpenPLC & Factory IO.", IEEE Conference on Standards for Communications and Networking (CSCN2023).
  15. N. Vesselinova, D. Pubill, K. Ramantas, M. Efthymiopoulou, E. Jimeno, G. Gomez, E. Kosmatos, K. Trichias, A. Mpatziakas, A. Sinanis, A. Drosou, L. Christofi, T. Chen, J. Scholliers, P. Roosipuu, M. Mahtab Alam, C. Verikoukis, "The 5G Route to Connected & Automated Mobility: the 5G-ROUTES Project.",5G-ROUTES.
  16. M. Tsourma, N. Carmeno, J. Codagnone, S. Mancini, J. Krognos, A. Drosou, D. Tzovaras, "User Experience of a web-based platform that enables ethical assessment of Artificial Intelligence in the Public Sector.", In: Tareq Ahram and Redha Taiar (eds) Human Interaction & Emerging Technologies (IHIET 2023): Artificial Intelligence & Future Applications. AHFE (2023) International Conference. AHFE Open Access, vol 111. AHFE International, USA. DOI: 10.54941/ahfe1004047
  17. E. Apostolidis, V. Mezaris, I. Patras, "A Study on the Use of Attention for Explaining Video Summarization.", Proc. NarSUM workshop at ACM Multimedia 2023 (ACM MM), Ottawa, Canada, Oct.-Nov. 2023. DOI: 10.1145/3607540.3617138
  18. E. Apostolidis, G. Balaouras, V. Mezaris, I. Patras, "Selecting A Diverse Set Of Aesthetically-Pleasing and Representative Video Thumbnails Using Reinforcement Learning.", IEEE Int. Conf. on Image Processing (ICIP 2023), Kuala Lumpur, Malaysia, Oct. 2023. DOI: 10.1109/ICIP49359.2023.10222743
  19. A. Gallitsopoulou, E. M. Pechlivani, S. Tsachouridis, S. Faliagka, N. Giakoumoglou, A. Elvanidi, N. Katsoulas, "In-depth study across various disciplines of the agri-food retail chain on sufficient, safe and healthy food.", 7th International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT 2023), Ankara, Turkey, 2023, IEEE Xplore. (accepted).
  20. N. Katsoulas, S. Faliagka, I. Naounoulis, G. Kountrias, E. Levizou, E. M. Pechlivani, "Effect of Biostimulant Application In Aquaponic Crop Nutrient Uptake and Productivity.", 13th Panhellenic Conference of the Society of Agricultural Engineers of Greece, E.G.M.E 2023, 19-20 October, Athens, Greece. https://egme.gr/program
  21. Ε. Dimitriou, G. Kountrias, S. Faliagka, E. M. Pechlivani, N. Katsoulas, "Evaluation of Microalgae Biomass Assessment Methods by Spectrometry and Flow Cytometry.", 13th Panhellenic Conference of the Society of Agricultural Engineers of Greece, E.G.M.E 2023, 19-20 October, Athens, Greece. https://egme.gr/program/
  22. A. Vrochidis, S. Krinidis, D. Tzovaras, "Colored ICP: Advancing 2D-to-3D Shape Registration for Enhanced Accuracy and Visualization.", 7th International Conference on Algorithms, Computing and Systems (ICACS 2023), Larissa, Greece, 19-21 Oct 2023.
  23. A. Vlachos, S. Krinidis, K. Papadimitriou, A. Manglis, A. Fourkiotou, D. Tzovaras, "iblueCulture – An Innovative Underwater Cultural Heritage Real-Time Streaming System In A Virtual Reality Environment.", International Conference on Metrology for Archaeology and Cultural Heritage, Rome, Italy, 19-21 Oct 2023.
  24. A. Psaltis, A. Kastellos, C. Z. Patrikakis, P. Daras, "FedLID: Self-Supervised Federated Learning for Leveraging Limited Image Data.",In Proceedings of the IEEE/CVF International Conference on Computer Vision (pp. 1039-1048), Oct 2023.
  25. S. Demertzis, S. B. van Rooij, M. Lazaridis, H. Bouma, M. Álvarez Fernández, J. M. ten Hove, R. Sainz Méndez, P. Daras, "One-shot logo detection for large video datasets and live camera surveillance in criminal investigations.",Proc. SPIE, vol. 12742, 2023.
  26. M. Kaseris, A. Boumpakis, N. Kladovasilakis, V. Pissas, P. Charalampous, I. Kostavelis, E. Papachristou, S. Malassiotis, N. Bilalis, D. Tzovaras, "3D Scanning Technology for the Rapid Modelling of Fashion Clothing.", Proc. of 3DBODY.TECH 2023 - 14th Int. Conf. and Exh. on 3D Body Scanning and Processing Technologies, Lugano, Switzerland, 17-18 Oct. 2023, #46. https://doi.org/10.15221/23.46
  27. E. Skartados, K. Georgiadis, M. K. Yucel, I. Koskinas, A. Domi, A. Drosou, B. Manganelli, A. S. Garriga, "TRICKVOS: A Bag of Tricks for Video Object Segmentation.", 2023 IEEE International Conference on Image Processing (ICIP), Kuala Lumpur, Malaysia, 2023, pp. 2430-2434, doi: 10.1109/ICIP49359.2023.10222050
  28. O. Manis, M. Skoumperdis, N. Kolokas, C. Kioroglou, I. Panagoulias, A. Tsolkas, D. Ioannidis, D. Tzovaras, "Optimization of manipulated cement mill variables using AI models.", In 2023 International Conference on Advanced Computing Technologies and Applications (ICACTA) Mumbai, India, 2023, pp. 1-6. DOI: 10.1109/ICACTA58201.2023.10393404
  29. C. Chatzikonstantinou, D. Konstantinidis, K. Dimitropoulos, P. Daras, "Federated Learning Aggregation based on Weight Distribution Analysis.", IEEE International Conference on Imaging Systems & Techniques, Copenhagen, Denmark, October 2023. https://www.researchgate.net/publication/374440973_Federated_Learning_Aggregation_based_on_Weight_Distribution_Analysis
  30. K. Tsiakas, D. Alexiou, D. Giakoumis, A. Gasteratos, D. Tzovaras, "Leveraging Multimodal Sensing and Topometric Mapping for Human-Like Autonomous Navigation.", 2023 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2023), Detroit, USA, Oct. 2023.
  31. D. Katsatos, D. Alexiou, T. Kontodina, I. Chatzikonstantinou, I. Kostavelis, D. Giakoumis, D. Tzovaras, "Comparative Study of Surface 3D Reconstruction Methods Applied in Construction Sites.", 2023 IEEE International Conference on Imaging Systems and Techniques (IST 2023), Copenhagen, Denmark, Oct. 2023.
  32. D. Alexiou, K. Tsiakas, G. Zampokas, E. Skartados, I. Tzanakis, N. Roussos, I. Kostavelis, D. Giakoumis, A. Gasteratos, D. Tzovaras, "Cognitive Fusion-based Path Planning for UAV Inspection of Power Towers.", 2023 IEEE International Conference on Imaging Systems and Techniques (IST 2023), Copenhagen, Denmark, Oct. 2023.
  33. T. Chatzis, D. Konstantinidis, K. Dimitropoulos, P. Daras, "3D Pose Estimation Using a Global and Local Cross-Attention Mechanism.", IEEE International Conference on Imaging Systems & Techniques, Copenhagen, Denmark, October 2023. https://www.researchgate.net/publication/374441219_3D_Pose_Estimation_Using_a_Global_and_Local_Cross-Attention_Mechanism
  34. A. Psaltis, C. Chatzikonstantinou, C. Z. Patrikakis, P. Daras, "FedRCIL: Federated Knowledge Distillation for Representation based Contrastive Incremental Learning.",Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops, 2023, pp. 3463-3472
  35. G. Zampokas, I. Mariolis, D. Giakoumis, D. Tzovaras, "Residual Cascade CNN for Detection of Spatially Relevant Objects in Agriculture: The Grape-Stem Paradigm.", 14th International Conference on Computer Vision Systems (ICVS 2023), Vienna, Austria, Sep. 2023.
  36. M. Chatzakis, A. Tsakiris, D. Ioannidis, D. Tzovaras, "Augmented Reality during the educational process via performative actions in places of historical and cultural interest.", 13th Panhellenic/International Conference of Innovative Technologies in Education (HCICTE 2023), 29 September - 1 October, 2023, Kavala, Thessaloniki, 2023.
  37. A. Georgoudi, G. Meditskos, T. Mavropoulos, S. Vrochidis, "DYNAMO: Dynamic Ontology Extension for Augmenting Chatbot Intelligence through BabelNet.", In SEMAPRO 2023, September 25- 29, 2023.
  38. M. Terzidis, N. Mengidis, G. S. Rizos, M. S. Mazi, K. Milousi, A. Voulgaridis, K. Votis, "Challenges in Medical Device Communication: A Review of Security and Privacy Concerns in Bluetooth Low Energy (BLE).", CYBER 2023, The Eighth International Conference on Cyber-Technologies and Cyber-Systems. September 25-29, 2023-Porto, Portugal. https://www.thinkmind.org/index.php?view=article&articleid=cyber_2023_1_110_80054
  39. N. Grammalidis, A. Grammatikopoulou, "Smart Participatory Methodologies for Sustainable Cultural Tourism in Rural Areas.", In Proc. 10th Conf on Strategic Innovative Marketing and Tourism (ICSIMAT 2023). 22-26 September 2023, Zakynthos, Greece, 2023.
  40. A. Dragomir, I. Lazarou, M. S. Seet, S. Nikolopoulos, I. Kompatsiaris, A. Bezerianos, "Neural Correlates of Human-Machine Trust in Autonomous Vehicles Context.", In: Bountis, T., Vallianatos, F., Provata, A., Kugiumtzis, D., Kominis, Y. (eds) Chaos, Fractals and Complexity. COSA-Net 2022. Springer Proceedings in Complexity. Springer, Cham. https://doi.org/10.1007/978-3-031-37404-3_17
  41. N. Grammalidis, A. Stergioulas, A. Avramidis, K. Karystinakis, A. Partozis, A. Topaloudis, G. Kalantzi, C. Tananaki, D. Kanelis, V. Liolios, P. Madesis, "A smart beekeeping platform based on remote sensing and artificial intelligence.", Proc. SPIE 12786, Ninth International Conference on Remote Sensing and Geoinformation of the Environment (RSCy2023), 127860C (21 September 2023). https://doi.org/10.1117/12.2681866
  42. A. Stergioulas, N. Grammalidis, D. Kanelis, V. Liolios, C. Tananaki, "LavenderVision: a dataset and methodology for lavender bloom detection using Sentinel-2 data.", Proc. SPIE 12786, Ninth International Conference on Remote Sensing and Geoinformation of the Environment (RSCy2023), 127860B (21 September 2023). https://doi.org/10.1117/12.2681856
  43. D. Kelesakis, K. Marthoglou, N. Grammalidis, P. Daras, E. Tsiros, A. Karteris, A. Stergiadou, "A holistic framework for forestry and rural road detection based on satellite imagery and deep semantic segmentation.", Proc. SPIE 12786, Ninth International Conference on Remote Sensing and Geoinformation of the Environment (RSCy2023), 127860F (21 September 2023). https://doi.org/10.1117/12.2681850
  44. C. Kontopoulos, K. Vrakopoulos, A. Manzini, D. Ioannidis, N. Katsaros, S. Koltsios, N. Mpouzianas, V. Charalampopoulou, "Design and implementation of a novel open-source web-GIS application for a harmonized EPC documentation across Europe.", Proc. SPIE 12786, Ninth International Conference on Remote Sensing and Geoinformation of the Environment (RSCy2023), 127860G (21 September 2023). https://doi.org/10.1117/12.2682961
  45. G. Xanthopoulou, D. Kehagias, D. Tzovaras, "Traffic Prediction for More Accurate Last-Mile Delivery Management.", 11th International Congress on Transportation Research, Herakleio 2023.
  46. A. Konstantinou, D. Chatzakou, O. Theodosiadou, T. Tsikrika, S. Vrochidis, I. Kompatsiaris, "Trend Detection in Crime-related Time Series with Change Point Detection Methods.", In International Conference of the Cross-Language Evaluation Forum for European Languages, 18-21 September 2023, Thessaloniki, Greece. Arampatzis, A., et al. Experimental IR Meets Multilinguality, Multimodality, and Interaction. CLEF 2023. Lecture Notes in Computer Science, vol 14163. Springer. https://doi.org/10.1007/978-3-031-42448-9_7
  47. E. M. Pechlivani, M. Vidal, "Aquaponics: Sustainable, healthy and profitable solution to alleviate the overexplotation of the natural resources.", AQUACULTURE EUROPE 2023 in Vienna, Austria - September 18-21, 2023. https://eposters.blob.core.windows.net/eas-eposters/AE2023AbstractBook.pdf
  48. D. Kehagias, G. Xanthopoulou, "Load Balancing Approach for Efficient Batch Assignment of Delivery Tasks.", 7th International Conference on Intelligent Traffic and Transportation, Madrid 2023.
  49. F. P. Kalaganis, K. Georgiadis, V. P. Oikonomou, S. Nikolopoulos, N. A. Laskaris, I. Kompatsiaris, "Exploiting Approximate Joint Diagonalization for Covariance Estimation in Imagined Speech Decoding.", Brain Informatics. BI 2023. Lecture Notes in Computer Science(), vol 13974. Springer, Cham. https://doi.org/10.1007/978-3-031-43075-6_35
  50. K. Georgiadis, F. P. Kalaganis, V. P. Oikonomou, S. Nikolopoulos, N. A. Laskaris, I. Kompatsiaris, "Harneshing the Potential of EEG in Neuromarketing with Deep Learning and Riemannian Geometry.", Brain Informatics. BI 2023. Lecture Notes in Computer Science(), vol 13974. Springer, Cham. https://doi.org/10.1007/978-3-031-43075-6_3
  51. N. Giakoumoglou, T. Bjornfot, D. Suarez Montes, M. Alvarez-Gil, D. Ilver, E. M. Pechlivani, "Artificial Intelligence-based Flow Cytometer for Real-time Algae Monitoring.", International Conference on Industry Science and Computer Sciences Innovation 2023 (ISCSI 2023), Lisbon, Portugal, 2023, Procedia Computer Science 00 (2024) 000–000. (accepted).
  52. N. Giakoumoglou, G. Pediaditis, E. M. Pechlivani, D. Tzovaras, "Deep Learning-based Lightweight Models for Bactrocera Oleae Detection.", International Conference on Industry Science and Computer Sciences Innovation 2023 (ISCSI 2023), Lisbon, Portugal, 2023, Procedia Computer Science 00 (2024) 000–000. (accepted).
  53. 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.", International Conference on Industry Science and Computer Sciences Innovation 2023 (ISCSI 2023), Lisbon, Portugal, 2023, Procedia Computer Science 00 (2024) 000–000. (accepted).
  54. E. M. Pechlivani, A. Kapetanakou, S. Faliagka, N. Giakoumoglou, F. Salta, N. Katsoulas, "A multidisciplinary in-depth systemic analysis to support European Green Deal halving pesticides use and loss of nutrients: A Greek case study.", 2023 7th International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT 2023), Ankara, Turkey, 2023, IEEE Xplore. (accepted).
  55. C. N. Spartalis, T. Semertzidis, P. Daras, "Balancing XAI with Privacy and Security Considerations", In European Symposium on Research in Computer Security. Cham: Springer International Publishing. Netherlands, September, 2023.
  56. E. Tambouris, M. Konidi, N. Edelmann, E. Kalampokis, J. Crompvoets, A. Cioffi, K. Tarabanis, "Integrated Public Service Co-Creation and Provision: Guidelines and Lessons Learnt.",CEUR Workshop Proceedings, Vol. 3449, 2023 Joint of Ongoing Research, Practitioners, Posters, Workshops, and Projects at EGOV-CeDEM-ePart, EGOV-CeDEM-ePart 2023, Budapest, Hungary 4-7 September 2023.
  57. S. Fabbrizzi, X. Zhao, E. Krasanakis, S. Papadopoulos, E. Ntoutsi, "Studying bias in visual features through the lens of optimal transport.", Data Min Knowl Disc (2023). https://doi.org/10.1007/s10618-023-00972-2
  58. A. Vlachos, S. Krinidis, K. Papadimitriou, A. Manglis, A. Fourkiotou, D. Tzovaras, "iBlueCulture: A Novel System of Real-Time Underwater Image Transmission in a Virtual Reality Environment, as a New Managerial Approach for Underwater Cultural Heritage.", ISPRS Geospatial Week 2023, Egypt, 2-7 Sept 2023.
  59. A. Mystakidis, N. Tsalikidis, P. Koukaras, C. Kontoulis, P. A. Gkaidatzis, D. Ioannidis, C. Tjortjis, D. Tzovaras, "Power Load Forecasting: A Time-series Multi-step ahead and Multi-model analysis.", Proc. IEEE 58th Int’l Universities Power Engineering Conf. (UPEC 23), 2023.
  60. P. Zaparas, P. Katranitsiotis, K. Stavridis, P. Daras, "Detecting Human Distraction from Gaze: An Augmented Reality Approach in the Robotic Environment.", Biomimetic and Biohybrid Systems. Living Machines 2023. Lecture Notes in Computer Science(), vol 14157. Springer, Cham. https://doi.org/10.1007/978-3-031-38857-6_4
  61. 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 2023 IEEE International Conference on Cyber Security and Resilience (CSR), Venice, Italy, July 31 – August 2023. pp. 598-603. https://zenodo.org/records/8427654
  62. C. Oikonomou, I. Iliopoulos, D. Ioannidis, D. Tzovaras, "A Multi-Class Intrusion Detection System Based on Continual Learning.", 2023 IEEE International Conference on Cyber Security and Resilience (CSR), Venice, Italy, 2023, pp. 86-91, doi: 10.1109/CSR57506.2023.10224974
  63. P. Savvidis, N. Vakakis, A. Voulgaridis, E. Bellini, D. Ioannidis, K. Votis, D. Tzovaras, "Towards a Hybrid Multi-Layer Blockchain-Based Energy Trading Market for Microgrids.", 2023 IEEE International Conference on Cyber Security and Resilience (CSR), Venice, Italy, 2023, pp. 546-551, doi: 10.1109/CSR57506.2023.10224920
  64. P. Toupas, G. Tsamis, A. Kargakos, D. Giakoumis, K. Votis, D. Tzovaras, "A Framework Towards Ambient Assisted Living Enhanced by Service Robots.", In Proceedings of the 16th International Conference on PErvasive Technologies Related to Assistive Environments (PETRA 2023), July 2023.
  65. M. Loufakis, P. Symeonidis, S. Fontalis, D. Ioannidis, D. Tzovaras, "Employing Deep Learning Framework to Support Location Management for the Audio-Visual Industry.", 2023 8th International Conference on Image, Vision and Computing (ICIVC), Dalian, China, 2023, pp. 942-947, doi: 10.1109/ICIVC58118.2023.10270287
  66. D. Tsiktsiris, N. Dimitriou, Z. Kolias, S. Skourti, P. Girssas, A. Lalas, K. Votis, D. Tzovaras, "A Framework for Contextual Recommendations Using Instance Segmentation.", In Proceedings of the 25th International Conference on Human-Computer Interaction, (HCI International 2023), Copenhagen, Denmark, 23-28 July, 2023 (accepted for publication).
  67. A. Vrochidis, C. Tsita, N. Dimitriou, S. Krinidis, S. Panagiotidis, S. Parcharidis, D. Tzovaras, V. Chatzis, "User perception and evaluation of a deep learning framework application for audience engagement analysis in mass events.", Procs of 25thn International Conference on Human Computer Interaction, Copenhagen, Denmark, 23-28 July 2023.
  68. I. Sarridis, C. Koutlis, S. Papadopoulos, C. Diou, "Towards Fair Face Verification: An In-depth Analysis of Demographic Biases.", BIAS 2023 ECML/PKDD Workshop. https://doi.org/10.48550/arXiv.2307.10011
  69. R. Chadoulis, M. Ruciński, E. Katsikis, P. Archicinski, S. Sala, E. Gromny, E. Wozniak, I. Manakos, A. Affek, A. Foks-Ryznar, "Phenological Metrics Derived From Sentinel-2 Data For Solidago Gigantea Mapping.", IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium, 16-21 July 2023, Pasadena, CA, USA, pp. 445-447. DOI: 10.1109/IGARSS52108.2023.10282732
  70. V. Alepopoulos, M. Grammatikopoulou, I. Lazarou, L. Mpaltadoros, S. Nikolopoulos, V. P. Oikonomou, T. G. Stavropoulos, M. Tsolaki, I. Kompatsiaris and the RADAR-AD Consortium., "First insights exploring Activities of Daily Living performance captured through activity sensors in a Smart Home Environment as an indicator of cognitive decline: A cross-sectional Analysis.", AAIC 2023, 16-20 July. https://alz.confex.com/alz/2023/meetingapp.cgi/Paper/71138
  71. L. Cuccovillo, B. Ionescu, G. Kordopatis-Zilos, S. Papadopoulos, A. Popescu, "MAD ’23 Workshop: Multimedia AI against Disinformation.", In Proceedings of the 2023 ACM International Conference on Multimedia Retrieval (ICMR '23). Association for Computing Machinery, New York, NY, USA, 676–677. https://doi.org/10.1145/3591106.3592303
  72. A. Stergioulas, C. Chatzikonstantinou, T. Chatzis, I. Papastratis, D. Konstantinidis, K. Dimitropoulos, K. Atzakas, G. Xydopoulos, V. Zacharopoulou, D. Papazachariou, V. Aggelidis, K. Grigoriadis, P. Daras, "Sign Language Communication Through an Interactive Mobile Application.", HCI International 2023 Posters. HCII 2023. Communications in Computer and Information Science, vol 1833. Springer, Cham. https://doi.org/10.1007/978-3-031-35992-7_52
  73. A. Chatziavgeri, M. Guldas, N. Boqué Terré, A. E. Hamdouchi, L. Gymnopoulos, K. Dimitropoulos, "Promoting the Mediterranean Diet: A Co-design Game Approach.", HCI International 2023 Posters. HCII 2023. Communications in Computer and Information Science, vol 1833. Springer, Cham. https://doi.org/10.1007/978-3-031-35992-7_4
  74. E. Giarmas, V. Tsakalos, E. K. Tzimtzimis, N. Kladovasilakis, M. Drakaki, D. Tzetzis, "Experimental Investigation on the Mechanical Behavior of H13 Hot Work Tool Steel produced by the Selective Laser Melting (SLM) Additive Manufacturing Technology.", 6th International Conference on 3D Printing & Bioprinting, ΑΙ, Digital and Additive Manufacturing (I3D23) 2023, 5-6 July, Thessaloniki, Greece.
  75. M. Papadogiorgaki, K. Apostolidis, G. Livanos, E. S. Bei, S. Zafeiris, G. A. Klados, V. Mezaris, M. E. Zervakis, "A Content Recommendation Platform for People with Intellectual Disability.", 2023 Fourteenth International Conference on Ubiquitous and Future Networks (ICUFN), Paris, France, 2023, pp. 49-54, doi: 10.1109/ICUFN57995.2023.10199882
  76. A. Tzelepakis, L. Leontaris, N. Dimitriou, E. Koukidou, D. Bollas, A. Karamanidis, D. Tzovaras, "AUTOMATED DEFECT DETECTION IN BATTERY LINE ASSEMBLY VIA DEEP LEARNING ANALYSIS.",SMART 2023, 10th ECCOMAS Thematic Conference on Smart Structures and Materials, 03-05 July 2023, Patras, Greece. DOI: 10.7712/150123.9868.444540
  77. L. Leontaris, N. Dimitriou, A. Nikolousis, D. Tzovaras, E. Papageorgiou, "Inspection Of Surface Defects In Metal Processing Industry Using Unet-Based Architectures.", In 10th ECCOMAS Thematic Conference on Smart Structures and Materials. 10th ECCOMAS Thematic Conference on Smart Structures and Materials. Dept. of Mechanical Engineering & Aeronautics University of Patras. https://doi.org/10.7712/150123.9870.444670
  78. M. Grammatikopoulou, G. Giannios, A. Chytas, M. Zachariadou, G. Nikolaidis, P. Natsiavas, S. Nikolopoulos, I. Kompatsiaris, "Paving the way for safer e-prescription: Presentation of the PrescIT platform.", ICIMTH 2023, 1-3 July.
  79. D. Alexiou, G. Zampokas, E. Skartados, K. Tsiakas, I. Kostavelis, D. Giakoumis, A. Gasteratos, D. Tzovaras, "Visual Navigation based on Deep Semantic Cues for Real-Time Autonomous Power Line Inspection.", 2023 International Conference on Unmanned Aircraft Systems (ICUAS 2023), Warsaw, Poland, June 2023.
  80. C. Kyriakopoulos, I. Gialampoukidis, S. Kintzios, S. Vrochidis, I. Kompatsiaris, "Response Time Improvement in Medical Emergency Departments Through Evolutionary Optimization.", In Stud Health Technol Inform. 2023 June 29, 305:234-237. PMID: 37387005. doi: 10.3233/SHTI230471.
  81. S. Faliagka, I. Naounoulis, A. Bari, M. Aslanidou, A. Mourantian, S. Bouras, G. Kountrias, E. Levizou, E. M. Pechlivani, N. Katsoulas, "Water and nutrients use efficiency in aquaponics: effects of biostimulant application", International Symposium on Models for Plant Growth, Environments, Farm Management in Orchards and Protected Cultivation - HorchiModel2023, 26-28 June 2023, Almería, Spain. https://www.actahort.org/members/symposiaa?action=abstractforcoauthor&abstractforcoauthorlink=SeKMmBEbkSeKMm-3219512-SeKMmtwXm .
  82. 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 SafeAttica 2023: Proceedings 10th International Conference on Civil Protection & New Technologies (SafeAttica), War Museum, Athens, Greece, 20-30 June, 2023. https://doi.org/10.5281/zenodo.10101880
  83. D. Dimoudis, T. Vafeiadis, A. Nizamis, E. Musiari, L. Ziliotti, D. Ioannidis, D. Tzovaras, "A Holistic Framework for Production Scheduling in Industry 4.0.", 2023 19th International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT), Pafos, Cyprus, 2023, pp. 269-276, doi: 10.1109/DCOSS-IoT58021.2023.00053
  84. T. Tsourdinis, N. Makris, S. Fdida, T. Korakis, "DRL-based Service Migration for MEC Cloud-Native 5G and beyond Networks.", IEEE 9th International Conference on Network Softwarization (NetSoft). Madrid, Spain, Jun. 2023.
  85. G. Kordopatis-Zilos, G. Tolias, C. Tzelepis, I. Kompatsiaris, I. Patras, S. Papadopoulos, "Self-Supervised Video Similarity Learning.", 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Vancouver, BC, Canada, 2023, pp. 4756-4766, DOI: 10.1109/CVPRW59228.2023.00504
  86. V. Papadopoulou, T. Kontodina, E. M. Pechlivani, A. Asimakopoulou, D. Ioannidis, D. Tzovaras, "3D Printed Smart Luminous Artifacts.", In: Correia Vasco, J.O., et al. Progress in Digital and Physical Manufacturing. ProDPM 2021. Springer Tracts in Additive Manufacturing. Springer, Cham. https://doi.org/10.1007/978-3-031-33890-8_31.
  87. N. Kladovasilakis, T. Kontodina, K. Tsongas, E. M. Pechlivani, D. Tzetzis, D. Tzovaras, "The Mechanical Performance of Additive Manufactured Silica Lattice Structures.", In: Correia Vasco, J.O., et al. Progress in Digital and Physical Manufacturing. ProDPM 2021. Springer Tracts in Additive Manufacturing. Springer, Cham. https://doi.org/10.1007/978-3-031-33890-8_23.
  88. V. Moschopoulos, M. Tsourma, A. Drosou, D. Tzovaras, "Misinformation detection based on news dispersion.", In 2023 24th International Conference on Digital Signal Processing (DSP) (pp. 1-5). IEEE. DOI: 10.1109/DSP58604.2023.10167997
  89. N. Kladovasilakis, P. Charalampous, I. Kostavelis, K. Petsios, G. Sarris, D. Tzetzis, K. Votis, D. Tzovaras, "Development of heart-like structure employing additive manufacturing technologies.", 11th Modern Technologies in Industrial Engineering Conference (ModTech) 2023 June 14-17, Bucharest, Romania.
  90. G. Orfanidis, K. Ioannidis, S. Vrochidis, I. Kompatsiaris, "Tweaking EfficientDet for frugal training.", In proceedings International Conference on Multimedia Retrieval 2023 (ICMR 2023), Thessaloniki, Greece, 12 - 15 June 2023.
  91. S. I. Papadopoulos, C. Koutlis, S. Papadopoulos, P. Petrantonakis, "Synthetic Misinformers: Generating and Combating Multimodal Misinformation.", In Proceedings of the 2nd ACM International Workshop on Multimedia AI against Disinformation (pp. 36-44). 2023, June. https://doi.org/10.1145/3592572.3592842
  92. C. Koutlis, M. Schinas, S. Papadopoulos, "MemeFier: Dual-stage Modality Fusion for Image Meme Classification.", In Proceedings of the 2023 ACM International Conference on Multimedia Retrieval (ICMR '23). Association for Computing Machinery, New York, NY, USA, 586–591. https://doi.org/10.1145/3591106.3592254
  93. P. Dogoulis, G. Kordopatis-Zilos, I. Kompatsiaris, S. Papadopoulos, "Improving Synthetically Generated Image Detection in Cross-Concept Settings.", In Proceedings of the 2nd ACM International Workshop on Multimedia AI against Disinformation (MAD '23). Association for Computing Machinery, New York, NY, USA, 28–35. https://doi.org/10.1145/3592572.3592846
  94. M. Schinas, P. Galopoulos, S. Papadopoulos, "MAAM: Media Asset Annotation and Management.", In Proceedings of the 2023 ACM International Conference on Multimedia Retrieval (ICMR '23). Association for Computing Machinery, New York, NY, USA, 659–663. https://doi.org/10.1145/3591106.3592232
  95. G. Papadopoulos, A. Doumanoglou, D. Zarpalas, "VRGestures: Controller and Hand Gesture Datasets for Virtual Reality.", CGI2023, Shanghai, China. https://zenodo.org/records/8027807
  96. E. M. Pechlivani, G. Gkogkos, N. Giakoumoglou, I. Hadjigeorgiou, D. Tzovaras, "Towards Sustainable Farming: A Robust Decision Support System’s Architecture for Agriculture 4.0", 2023 24th International Conference on Digital Signal Processing (DSP), Rhodes (Rodos), Greece, 2023, pp. 1-5, IEEE Xplore. https://doi.org/10.1109/DSP58604.2023.10167922.
  97. F. Temmermans, S. Caldwell, S. Papadopoulos, F. Pereira, P. Rixhon, "Towards an international standard to establish trust in media production, distribution and consumption.", 2023 24th International Conference on Digital Signal Processing (DSP), Rhodes (Rodos), Greece, 2023, pp. 1-5, DOI: 10.1109/DSP58604.2023.10167884
  98. A. Zamichos, M. Tsourma, S. Papadopoulos, A. Drosou, D. Tzovaras, "User Profile-aware Daily Activity Prediction.", 2023 24th International Conference on Digital Signal Processing (DSP), Rhodes (Rodos), Greece, 2023, pp. 1-5, doi: 10.1109/DSP58604.2023.10167947
  99. G. Terzoglou, M. Loufakis, P. Symeonidis, D. Ioannidis, D. Tzovaras, "Employing deep learning framework for improving solar panel defects using drone imagery.", 2023 24th International Conference on Digital Signal Processing (DSP), Rhodes (Rodos), Greece, 2023, pp. 1-5, doi: 10.1109/DSP58604.2023.10167960
  100. M. Pegia, B. Þ. Jónsson, A. Moumtzidou, I. Gialampoukidis, S. Vrochidis, I. Kompatsiaris, "MuseHash: Super- vised Bayesian Hashing for Multimodal Image Representation.", In ACM ICMR ’23: ACM International Conference on Multimedia Retrieval, June 10– 15, 2023, Thessaloniki, Greece. Proceedings of the 2023 ACM International Conference on Multimedia Retrieval, pp. 434–442. doi/10.1145/3591106.3592228
  101. 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 25th International Conference on Human-Computer Interaction, 2023.
  102. S. Luz, F. Haider, D. Fromm, I. Lazarou, I. Kompatsiaris, B. MacWhinney, "Multilingual Alzheimer’s Dementia Recognition through Spontaneous Speech: a Signal Processing Grand Challenge.", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2023), 4 -10 June, 2023 Rhodes, Greece, arXiv; 2023. DOI: 10.48550/arXiv.2301.05562
  103. K. Georgiadis, M. K. Yucel, E. Skartados, V. Dimaridou, A. Drosou, A. Sa`a-Garriga, B. Manganelli, "LP-IOANET: Efficient High Resolution Document Shadow Removal.", ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Rhodes Island, Greece, 2023, pp. 1-5, doi: 10.1109/ICASSP49357.2023.10095920
  104. C. Tzouvaras, A. Dimara, A. Papaioannou, K. Karatzia, C. N. Anagnostopoulos, S. Krinidis, K. I. Arvanitis, D. Ioannidis, D. Tzovaras, "A Guide to Visual Comfort: An Overview of Indices and Its Applications.", In IFIP International Conference on Artificial Intelligence Applications and Innovations (pp. 183-194). AIAI 2023 IFIP WG 12.5 International Workshops. AIAI 2023. IFIP Advances in Information and Communication Technology, vol 677. Springer, Cham. https://doi.org/10.1007/978-3-031-34171-7_14
  105. G. Tzitziou, A. Dimara, A. Papaioannou, C. Tzouvaras, S. Krinidis, C. N. Anagnostopoulos, D. Ioannidis, D. Tzovaras, "Realtime Multi-factor Dynamic Thermal Comfort Estimation for Indoor Environments.", In IFIP International Conference on Artificial Intelligence Applications and Innovations (pp. 219-230). AIAI 2023 IFIP WG 12.5 International Workshops. AIAI 2023. IFIP Advances in Information and Communication Technology, vol 677. Springer, Cham. https://doi.org/10.1007/978-3-031-34171-7_17
  106. E. Martinopoulou, A. Dimara, A. Tsita, S. L. Herrera Gonzalez, R. Marin-Perez, J. A. Sanchez Segado, P. Fraternali, S. Krinidis, C. N. Anagnostopoulos, D. Ioannidis, D. Tzovaras, "A Novel Social Collaboration Platform for Enhancing Energy Awareness.", IFIP International Conference on Artificial Intelligence Applications and Innovations (pp. 195-206). AIAI 2023 IFIP WG 12.5 International Workshops. AIAI 2023. IFIP Advances in Information and Communication Technology, vol 677. Springer, Cham. https://doi.org/10.1007/978-3-031-34171-7_15
  107. G. Karatzinis, I. Michailidis, A. Dimara, A. Stefanopoulou, V. G. Vasilopoulos, S. Krinidis, C. N. Anagnostopoulos, E. Kosmatopoulos, D. Ioannidis, D. Tzovaras, "Treating Common Problems Observed During Smart Building Control Real-Life Testing: Sharing Practical Experience.", n IFIP International Conference on Artificial Intelligence Applications and Innovations (pp. 254-265). AIAI 2023 IFIP WG 12.5 International Workshops. AIAI 2023. IFIP Advances in Information and Communication Technology, vol 677. Springer, Cham. https://doi.org/10.1007/978-3-031-34171-7_20
  108. A. Papaioannou, A. Dimara, I. Michailidis, A. Stefanopoulou, G. Karatzinis, S. Krinidis, C. N. Anagnostopoulos, E. Kosmatopoulos, D. Ioannidis, D. Tzovaras, "Self-protection of IoT Gateways Against Breakdowns and Failures Enabling Automated Sensing and Control.", In IFIP International Conference on Artificial Intelligence Applications and Innovations (pp. 231-241). AIAI 2023 IFIP WG 12.5 International Workshops. AIAI 2023. IFIP Advances in Information and Communication Technology, vol 677. Springer, Cham. https://doi.org/10.1007/978-3-031-34171-7_18
  109. C. Tzouvaras, A. Dimara, A. Papaioannou, C. N. Anagnostopoulos, K. Kotis, S. Krinidis, D. Ioannidis, D. Tzovaras, "Semantic Interoperability for Managing Energy-Efficiency and IEQ: A Short Review.", In IFIP International Conference on Artificial Intelligence Applications and Innovations (pp. 242-253). AIAI 2023 IFIP WG 12.5 International Workshops. AIAI 2023. IFIP Advances in Information and Communication Technology, vol 677. Springer, Cham. https://doi.org/10.1007/978-3-031-34171-7_19
  110. A. Stefanopoulou, A. Dimara, I. Michailidis, G. Karatzinis, A. Papaioannou, S. Krinidis, C. N. Anagnostopoulos, E. Kosmatopoulos, D. Ioannidis, D. Tzovaras, "Ensuring Reliability in Smart Building IoT Operations Through Real-Time Holistic Data Treatment.", In IFIP International Conference on Artificial Intelligence Applications and Innovations (pp. 207-218). AIAI 2023 IFIP WG 12.5 International Workshops. AIAI 2023. IFIP Advances in Information and Communication Technology, vol 677. Springer, Cham. https://doi.org/10.1007/978-3-031-34171-7_16
  111. N. Tsolakis, C. Maga-Nteve, G. Meditskos, S. Vrochidis, I. Kompatsiaris, "Ince-PD Model for Parkinson’s Disease Prediction Using MDS-UPDRS I & II and PDQ-8 Score.", in Artificial Intelligence Applications and Innovations. AIAI 2023. IFIP Advances in Information and Communication Technology, Maglogiannis, I., Iliadis, L., MacIntyre, J., Dominguez, M. (eds), vol 675. Springer, Cham. https://doi.org/10.1007/978-3-031-34111-3_23
  112. I. Chatzistefanidis, N. Makris, V. Passas, T. Korakis, "Which ML Model to choose? Experimental Evaluation for a beyond-5G Traffic Steering Case.", ICC 2023-IEEE International Conference on Communications, Rome, Italy, May 2023.
  113. T. Ioakeimidis, D. Kehagias, S. Kontogiannis, P. Melissaridis, A. Paraskevopoulos, G. Xanthopoulou, C. Zaroliagis, "i-Deliver: A Crowdsourcing Platform for Delivery-as-a-Service.", 15th ITS European Congress, Lisbon, Portugal, 2023.
  114. A. Emvoliadis, N. Vryzas, M. Stamatiadou, L. Vrysis, C. Dimoulas, A. Drosou, D. Tzovaras, "A Robust Deep Learning-Based System for Environmental Audio Compression & Classification.", Audio Engineering Society Convention (AES Europe 2023), Helsinki. https://www.aes.org/e-lib/browse.cfm?elib=22105
  115. I. Kalouptsoglou, M. Siavvas, A. Ampatzoglou, D. Kehagias, A. Chatzigeorgiou, "An empirical comparison of Transformer-based models in Vulnerability Prediction.",The 23rd International Conference on Computational Science and Its Applications, May 2023.
  116. I. Gkika, D. Pattas, K. Konstantoudakis, D. Zarpalas, "Object detection and augmented reality annotations for increased situational awareness in light smoke conditions.",In Jaziar Radianti, Ioannis Dokas, Nicolas Lalone, & Deepak Khazanchi (Eds.), Proceedings of the 20th International ISCRAM Conference (pp. 231–241). Omaha, USA: University of Nebraska at Omaha.
  117. E. Matinopoulou, G. Georgiou, M. Kyrou, P. Petrantonakis, E. Anastasovitis, S. Nikolopoulos, I. Kompatsiaris, N. Olson, "Multisensory Representations and Immersive Experiences for Inclusive Cultural Heritage: The Case of MuseIT.", DARIAH-EU Annual Event 2023, Budapest, 06-09 May 2023. DOI: 10.5281/zenodo.8046372
  118. I. Manakos, E. Katsikis, S. Medinets, Y. Gazyetov, L. Alagialoglou, V. Medinets, "Identification of Emergent and Floating Aquatic Vegetation Using an Unsupervised Thresholding Approach: A Case Study of the Dniester Delta in Ukraine, 9th International Conference on Geographical Information Systems Theory.", Applications and Management, 25-27 April 2023, Prague, Czech Republic. DOI: 10.5220/0012024000003473
  119. C. Pappis, D. Zeginis, E. Tambouris, K. Tarabanis, "Designing an API for the provision of Public Service information based on CPSV-AP.", In Information Systems. EMCIS 2022. Lecture Notes in Business Information Processing, vol 464. Springer, Cham. https://doi.org/10.1007/978-3-031-30694-5_22
  120. G. Tzitziou, A. Dimara, A. Papaioannou, S. Krinidis, C. N. Anagnostopoulos, D. Ioannidis, D. Tzovaras, "Is the residential sector ready for prescriptive maintenance? A short analysis.", In 2023 IEEE 13th Annual Computing and Communication Workshop and Conference (CCWC) (pp. 0022-0028). IEEE. DOI: 10.1109/CCWC57344.2023.10099060
  121. G. Tzitziou, C. Tzouvaras, A. Dimara, A. Papaioannou, S. Krinidis, K. Arvanitis, C. Anagnostopoulos, D. Ioannidis, D. Tzovaras, "Real-time multi-factor thermal comfort assessment [not peer reviewed].", Peeref 2023 (poster). DOI: https://doi.org/10.54985/peeref.2304p8708798
  122. 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 Insland and Surface Water Bodies' Monitoring: Serving User Communities and Supporting Experts' Analyses.", In Proceedings of the Ninth International Conference on Remote Sensing and Geoinformation of Environmentʼ 3-5 April, 2023 – Cyprus. https://doi.org/10.1117/12.2680817
  123. K. Vlachos, C. Psychalas, A. Moumtzidou, I. Gialampoukidis, S. Vrochidis, I. Kompatsiaris, "TOWARDS A PARADIGM SHIFT ON MAPPING MUDDY WATERS IN WATER RESERVOIRS WITH SENTINEL-2 USING MACHINE LEARNING.", In Ninth International Conference on Remote Sensing and Geoinformation of the Environment (RSCy2023), Ayia Napa, Cyprus, 3-5 April, 2023. (Poster)
  124. N. Stylianou, D. Chatzakou, T. Tsikrika, S. Vrochidis, I. Kompatsiaris, "Domain-aligned Data Augmentation for Low-resource and Imbalanced Text Classification.", In Proceedings of the 45th European Conference on Information Retrieval (ECIR'23), Dublin, Ireland, April 02-06, 2023.
  125. E. Tsaknaki, E. Anastasovitis, G. Georgiou, K. Alagialoglou, M. Mavrokostidou, V. Kartsiakli, A. Aidonis, T. Protopsalti, S. Nikolopoulos, I. Kompatsiaris, "Designing Stories from the Grave: Reviving the History of a city through Human Remains and Serious Games.", Proceedings of the Computer Applications and Quantitative Methods in Archaeology, Amsterdam, Netherlands (2023, April). (Accepted for publication)
  126. D. Touska, K. Gkountakos, K. Ioannidis, T. Tsikrika, S. Vrochidis, I. Kompatsiaris, "Graph-Based Data Association in Multiple Object Tracking: A Survey.", In Proceedings of the 29th International Conference on Multimedia Modeling (MMM 2023), 9 - 12 January 2023, Bergen, Norway.
  127. I. Chatzistefanidis, N. Makris, V. Passas, T. Korakis, "ML-based Traffic Steering for Heterogeneous Ultra-dense beyond-5G Networks.", IEEE Wireless Communications and Networking Conference (WCNC), Glasgow, UK, Mar. 2023.
  128. V. R. Xefteris, A. Tsanousa, S. Symeonidis, S. Diplaris, F. Zaffanela, M. Monego, M. Pacelli, S. Vrochidis, I. Kompatsiaris, "Stress detection based on wearable physiological sensors: Laboratory and real-life pilot scenario application.", SIGNAL 2023 Editors. 2023 Mar 13:14.
  129. N. Makris, V. Passas, A. Apostolaras, T. Tsourdinis, I. Chatzistefanidis, T. Korakis, "On enabling remote hands-on Computer Networking Education: the NITOS testbed approach.", 13th IEEE Integrated STEM Education Conference, Laurel, MD, USA, Mar. 2023.
  130. S. L. Wilson-Barnes, S. A. Lanham-New, L. Gymopoulos, V. Solachidis, K. Dimitropoulos, K. Rouskas, N. Argiriou, D. Tsatsou, J. M. Botana, R. Leoni, N. Merry, E. Lalama, A. Pfeiffer, M. Hassapidou, I. Pagkalos, E. Patra, V. Cornelissen, E. Decorte, S. Balula Dias, Y. Oikonomidis, E. Mantovani, M. Jaksic, B. Brkic, K. Hart, "The evaluation of a personalised nutrition and physical activity tool to facilitate lifestyle changes for adults with poor-quality diets.", Proceedings of the Nutrition Society, 82(OCE1), E42. doi: 10.1017/S0029665123000502
  131. K. Stavrothanasopoulos, K. Gkountakos, K. Ioannidis, T. Tsikrika, S. Vrochidis, I. Kompatsiaris, "Vehicle Color Identification Framework using Pixel-level Color Estimation from Segmentation Masks of Car Parts.", Fifth IEEE International Conference on Image Processing, Applications and Systems (IPAS 2022), 07-09 December, 2022, Genova, Italy.
  132. A. Vassiliades, S. Symeonidis, S. Diplaris, G. Tzanetis, S. Vrochidis, I. Kompatsiaris, "XR4DRAMA Knowledge Graph: A Knowledge Graph for Media Planning.", In Proceedings of: 15th Internation Conference on Agents and Artificial Intelligence (ICAART), 22-24 February 2023, Lisbon, Portugal.
  133. E. Stathopoulos, A. Vassiliades, S. Diplaris, S. Vrochidis, N. Bassiliades, I. Kompatsiaris, "The MindSpaces Knowledge Graph: Applied Logic and Semantics on Indoor and Urban Adaptive Design.", In ICAART 2023), 22-24 Feb 2023, Lisbon, Portugal, Vol. 3, pp. 334-341.
  134. S. Fontalis, A. Zamihos, M. Tsourma, A. Drosou, D. Tzovaras, "A Comparative Study of Deep Learning Methods for the Detection and Classification of Natural Disasters from Social Media.", In Proceedings of: 12th International Conference on Pattern Recognition Applications and Methods (ICPRAM), 22-24 February 2023, Lisbon, Portugal (accepted for publication)
  135. K. Loumponias, S. Raptis, E. Darra, T. Tsikrika, S. Vrochidis, I. Kompatsiaris, "Forecasting Cyber-Attacks to Destination Ports Using Machine Learning", 9th International Conference on Information Systems Security and Privacy (ICISSP), 22-24 February, 2023, Lisbon, Portugal.
  136. Z. Vasileiou, G. Meditskos, S. Vrochidis, N. Bassiliades, "An Explainable Intervention Prediction for Trauma Patients", Semantic Web Applications and Tools for Health Care and Life Sciences (SWAT4HCLS), 13-16 February 2023, Basel Switzerland (Poster).
  137. M. Grammatikopoulou, G. Giannios, I. Lazarou, C. Kakalou, M. Zachariadou, M. Zande, H. Karanikas, D. Karanikas, T. G Stavropoulos, P. Natsiavas, S. Nikolopoulos, I. Kompatsiaris, "Eliciting end-user requirements for the PrescIT platform, an intelligent e-prescription and clinical decision support system.", 13th PICAD and 5th MECOND, 9-12 February 2023, Thessaloniki, Greece.
  138. V. Fiska, L. Mpaltadoros, Ι. Lazarou, D. E. Tsaopoulos, G. Bellis, G. Giakas, F. Tsilfoglou, A. Patas, T. G. Stavropoulos, S. Nikolopoulos, I. Kompatsiaris, "uPrevent: Project Overview of a Smart Insole for Diabetic Foot Ulcer Prevention.", 13th PICAD and 5th MECOND, 9-12 February 2023, Thessaloniki, Greece.
  139. A. Vassiliades, S. Symeonidis, S. Diplaris, G. Tzanetis,S. Vrochidis, Ν. Bassiliades, I. Kompatsiaris, "XR4DRAMA Knowledge Graph: A Knowledge Graph for Disaster Management.", In Proceedings of: 17th Internation Conference on Semantic Computing (ICSC), 1-3 February 2023, The Hills Hotel, Laguna Beach, California, USA.
  140. G. F. Angelis, A. Domi, A. Zamichos, M. Tsourma, I. Manakos, A. Drosou, D. Tzovaras, "A Comparative Study on Vision Transformers in Remote Sensing Building Extraction.", In Proc. of the 18th Int. Joint Conference on Computer Vision, Imaging & Computer Graphics Theory & Applications (VISIGRAPP2023), Vol. 3: IVAPP, pp. 222-229, 2023. DOI: 10.5220/0011787800003417
  141. G. Loupas, T. Pistola, S. Diplaris, K. Ioannidis, S. Vrochidis, I. Kompatsiaris, "Comparison of deep learning techniques for video-based automatic recognition of Greek folk dances.", In Proceedings of the 29th International Conference on Multimedia Modeling (MMM 2023), 9 - 12 January 2023, Bergen, Norway.
  142. E. Batziou, K. Ioannidis, I. Patras, S. Vrochidis, I. Kompatsiaris, "Low-light image enhancement based on U-Net and Haar.", In Proceedings of the 29th International Conference on Multimedia Modeling (MMM 2023), 9 - 12 January 2023, Bergen, Norway.
  143. 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 MultiMedia Modeling: 29th International Conference. MMM 2023, Bergen, Norway, January 9–12, 2023, Proceedings, Part I. Springer-Verlag, Berlin, Heidelberg, 2023, pp. 658–664. https://doi.org/10.1007/978-3-031-27077-2_55
  144. D. Galanopoulos, V. Mezaris, "Cross-modal networks and dual softmax operation for MediaEval NewsImages 2022.",Proc. 2022 Multimedia Evaluation Workshop (MediaEval'22), Bergen, Norway, Jan. 2023.
  145. A. Oikonomidis, M. Pegia, A. Moumtzidou, I. Gialampoukidis, S. Vrochidis, I. Kompatsiaris, "Fusion of multiple classifiers using self supervised learning for satellite image change detection", 2023, In Proceedings of the 29th International Conference on Multimedia Modeling (MMM 2023), 9 - 12 January 2023, Bergen, Norway (accepted for poster presentation).
  146. I. Syrigos, D. Kefalas, N. Makris, T. Korakis, "EELAS: Energy Efficient and Latency Aware Scheduling of Cloud-Native ML Workloads.", 15th International Conference on COMmunication Systems & NETworkS (COMSNETS), Bangalore, India, Jan. 2023.
  147. M. K. Yücel, V. Dimaridou, B. Manganelli, M. Ozay, A. Drosou, A. Saà-Garriga, "LRA&LDRA: Rethinking Residual Predictions for Efficient Shadow Detection and Removal.", 2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Waikoloa, HI, USA, 2023, pp. 4914-4924, doi: 10.1109/WACV56688.2023.00490
  148. I. Lazarou, V. Oikonomou, L. Mpaltadoros, M. Grammatikopoulou, V. Alepopoulos, S. Nikolopoulos, T. Stavropoulos, I. Kompatsiaris, M. Tsolaki, the RADAR-AD Consortium, "Investigating Brain Response of People with Cognitive Impairment during Meditation with wireless Muse EEG in a Smart-Home Setting.", 13th Panhellenic Conference Of Alzheimer’s Disease (Picad) And 5th Mediterranean Conference On Neurodegenerative Diseases (Mecond). 9 - 12 February 2023, Thessaloniki, Greece.
  149. D. Dimoudis, T. Vafeiadis, A. Nizamis, D. Ioannidis, D. Tzovaras, "Utilizing an adaptive window rolling median methodology for time series anomaly detection.", Procedia Computer Science, 217, 584-593. (2023).
  150. G. Agrafiotis, E. Makri, I. Kalamaras, A. Lalas, K. Votis, D. Tzovaras, "Nearest Unitary and Toeplitz matrix techniques for adaptation of Deep Learning models in photonic FPGA.", In Proceedings of the Northern Lights Deep Learning Workshop (Vol. 4). (2023, January).. https://septentrio.uit.no/index.php/nldl/article/view/6825
  151. M. Siopi, G. Kordopatis-Zilos, P. Charitidis, I. Kompatsiaris, S. Papadopoulos, "A Multi-Stream Fusion Network for Image Splicing Localization.", In 2023 International Conference on Multimedia Modeling (MMM).

Κεφάλαια Βιβλίων

  1. E. Apostolidis, G. Balaouras, I. Patras, V. Mezaris, "Explainable Video Summarization for Advancing Media Content Production.", Encyclopedia of Information Science and Technology, Sixth Edition, IGI Global, 2023. DOI: 10.4018/978-1-6684-7366-5.ch065
  2. I. Soubry, I. Manakos, C. Kalaitzidis, "Progress on Land Surface Phenology Estimation with Multispectral Remote Sensing.", 2023, Communications in Computer and Information Science (1908), Editors: C. Grueau, R. Lauren, L. Ragia, Springer, ISBN 978-3-031-44111-0, pp. 16-37. https://doi.org/10.1007/978-3-031-44112-7
  3. R. Sofia, C. Coutinho, G. Scivoletto, G. Insolvibile, R. Deshmukh, A. Schneider, V. Damjanovic-Behrendt, F. Gigante, U. Wajid, A. Nizamis, D. Ioannidis, T. Mastos, "The EFPF Approach to Manufacturing Applications Across Edge-cloud Architectures.", In Shaping the Future of IoT with Edge Intelligence-How Edge Computing Enables the Next Generation of IoT Applications, River Publishers Series in Communications and Networking, 2023. https://www.researchgate.net/publication/373736124_The_EFPF_Approach_to_Manufacturing_Applications_Across_Edge-cloud_Architectures
  4. A. Dimara, S. Krinidis, D. Ioannidis, D. Tzovaras, "Building Performance Simulation.", Disrupting Buildings: Digitalisation and the Transformation of Deep Renovation. Palgrave Surveys with Numeric Business & Enabling Technologies. Palgrave Marmillan. Cham: Springer International Publishing, 2023. 53-67. https://doi.org/10.1007/978-3-031-32309-6_4
  5. P. Koukaras, S. Krinidis, D. Ioannidis, C. Tjortjis, D. Tzovaras, "Big Data and Analytics in the Deep Renovation Life Cycle.", In: Lynn, T., Rosati, P., Kassem, M., Krinidis, S., Kennedy, J. (eds) Disrupting Buildings. Palgrave Studies in Digital Business & Enabling Technologies. Palgrave Macmillan, Cham. https://doi.org/10.1007/978-3-031-32309-6_5
  6. K. Loumponias, A. Kosmatopoulos, T. Tsikrika, S. Vrochidis, I. Kompatsiaris, "Modified SkipGram Negative Sampling Model for Faster Convergence of Graph Embedding.", Deep Learning Theory and Applications. DeLTA 2022. Communications in Computer and Information Science, vol 1858. Springer, Cham. https://doi.org/10.1007/978-3-031-37317-6_1
  7. M. Skoumperdis, N. Vakakis, M. Diamantaki, C. Medentzidis, D. Karanassos, D. Ioannidis, D. Tzovaras, "A Novel Self-learning Cybersecurity System for Smart Grids.", In: Haes Alhelou, H., Hatziargyriou, N., Dong, Z.Y. (eds) Power Systems Cybersecurity. Power Systems. Springer, Cham. (2023). https://doi.org/10.1007/978-3-031-20360-2_14
  8. A. Pasias, T. Kotsiopoulos, G. Lazaridis, A. Drosou, D. Tzovaras, P. Sarigiannidis, "Cyber-Resilience Enhancement Framework in Smart Grids.", In: Haes Alhelou, H., Hatziargyriou, N., Dong, Z.Y. (eds) Power Systems Cybersecurity. Power Systems. Springer, Cham.(2023). https://doi.org/10.1007/978-3-031-20360-2_15
  9. G. Skaltsis, S. Zikos, E. Makri, C. Timplalexis, D. Ioannidis, D. Tzovaras, "Exploiting the Flexibility Value of Virtual Power Plants through Market Participation in Smart Energy Communities.", In Virtual Power Plant Solution for Future Smart Energy Communities (pp. 55-78). CRC Press. (2023).
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