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Δημοσιεύσεις Σε Περιοδικά

  1. S. Wilson-Barnes, L. Gymnopoulos, K. Dimitropoulos, V. Solachidis, K. Rouskas, D. Russell, Y. Oikonomidis, S. Hadjidimitriou, J. Marıa Botana, B. Brkic, E. Mantovani, S. Gravina, G. Telo, E. Lalama, R. Buys, M. Hassapidou, S. Balula Dias, A. Batista, L. Perone, S. Bryant, S. Maas, S. Cobello, P. Bacelar, S. A. Lanham-New, K. Hart, "PeRsOnalised nutriTion for hEalthy livINg: The PROTEIN project.", Nutrition Bulletin, vol. 46, no. 1, pp. 77-87, February 2021.
  2. N. Zioulis, F. Alvarez, D. Zarpalas, P. Daras, "Monocular Spherical Depth Estimation with Explicitly Connected Weak Layout Cues.",ISPRS Journal of Photogrammetry and Remote Sensing, vol. 183, pp. 269-285, 2022. https://doi.org/10.1016/j.isprsjprs.2021.10.016
  3. T. Santonen, D. Petsani, M. Julin, M. Garschall, J. Kropf, V. Van der Auwera, S. Bernaerts, R. Losada, R. Almeida, J. Garatea, I. Muñoz, E. Nagy, E. Kehayia, El. de Guise, S. Nadeau, N. Azevedo, S. Segkouli, I. Lazarou, V. Petronikolou, P. Bamidis, E.Konstantinidis, "Co-creating harmonized living lab for big data driven hybrid personas development: Protocol for co-creating, testing and seeking consensus.", Journal of Medical Internet Research (JMIR), vol. 11, no. 1, 2021, (accepted for publication).
  4. V. Rousopoulou, T. Vafeiadis, A. Nizamis, I. Iakovidis, L. Samaras, A. Kirtsoglou, K. Georgiadis, D. Ioannidis, D. Tzovaras, "Cognitive analytics platform with AI solutions for anomaly detection.", Computers in Industry, vol. 134, 2021. https://doi.org/10.1016/j.compind.2021.103555
  5. T. G. Stavropoulos, L. Mpaltadoros, I. Lazarou, M. Grammatikopoulou, M. Muurling, C. Boer, J. Curcic, R. Kouzak, H. Verheij, V. Nies, A. Durudas, K. Hannesdottir, C. Hinds, Y. Daskalova, A. Owens, Y. Wu, G. Erdemli, P. Stolk, F. Lucivero, V. Narayan, D. Aarsland, S. Nikolopoulos, M. Tsolaki, P. Visser, I. Kompatsiaris, "An app to measure functional decline in managing finances in Alzheimer’s disease: preliminary results of the RADAR-AD study.", Alzheimer’s Association International Conference (AAIC), vol. 17, no. S5, December 2021, (accepted for publication). https://doi.org/10.1002/alz.053645
  6. D. Giomelakis, O. Papadopoulou, S. Papadopoulos, A. Veglis, "Verification of News Video Content: Findings from a Study of Journalism Students.", Journalism Practice, pp. 1-30, 2021.
  7. L. Mpaltadoros, V. Alepopoulos, A. Pliatsios, A. Vasileiadis, T. G. Stavropoulos, S. Nikolopoulos, I. Kompatsiaris, "Rule-Based Detection of Health-related Problems of People with Dementia from Lifestyle Wearables: The support2LIVE Approach.", International Journal on Advances in Life Sciences, vol. 13, no. 1&2, pp. 32 - 41, 2021.
  8. A. Alexiadis, A. Veliskaki, A. Nizamis, A. Bintoudi, L. Zyglakis, A. Triantafyllidis, I. Koskinas, D. Ioannidis, K. Votis, D. Tzovaras, "A smarthome conversational agent performing implicit demand-response application planning.", Integrated Computer-Aided Engineering, vol. 29, no. 1, 2021, doi: 10.3233/ICA-210669
  9. I. Manakos, G. Gutman, C. Kalaitzidis, "Monitoring Land Cover Change: Towards Sustainability.",Multidisciplinary Digital Publishing Institute - Land, vol. 10, no. 12, 2021. https://doi.org/10.3390/land10121356
  10. A. Følstad, T. Araujo, E. Law, P. Brandtzaeg, S. Papadopoulos, "Future directions for chatbot research: an interdisciplinary research agenda.", Computing, vol. 103, no. 12, pp. 2915–2942, 2021.
  11. P. Michailidis, P. Pelitaris, C. Korkas, I. Michailidis, S. Baldi, E. Kosmatopoulos, "Enabling Optimal Energy Management with Minimal IoTRequirements: A Legacy A/C Case Study.", Energies, vol. 14, no. 23, 2021. https://doi.org/10.3390/en14237910
  12. A. Zaky, A. Fathy, H. Rezk, K. Gkini, P. Falaras, A. Abaza, "A Modified Triple-diode Model Parameters Identification for Perovskite Solar Cells via Nature Inspired Search Optimization Algorithms.", Sustainability, vol. 13, no. 23, 2021, doi: 10.3390/su132312969
  13. C. Chatzikonstantinou, D. Konstantinidis, K. Dimitropoulos, P. Daras, "Recurrent Neural Network Pruning Using Dynamical Systems and Iterative Fine-tuning.",Neural Networks, vol. 143, pp. 475-488, November 2021. https://doi.org/10.1016/j.neunet.2021.07.001
  14. P. Koukaras, N. Bezas, P. Gkaidatzis, D. Ioannidis, D. Tzovaras, C. Tjortjis, "Introducing a novel approach in one-step ahead energy load forecasting.", Sustainable Computing: Informatics and Systems, vol. 32, 2021.
  15. D. Petsani, S. Ahmed, V. Petronikolou, E. Kehayia, M. Alastalo, T. Santonen, B. Merino-Barbancho, G. Cea, S. Segkouli, Th. Stavropoulos, A. Billis, M. Doumas, R. Almeida, E. Nagy, L. Broeckx, P. Bamidis, Ev. Konstantinidis, "Digital Biomarkers for supporting transitional care decisions: Protocol for a transnational feasibility study.", Journal of Medical Internet Research (JMIR), vol. 11, no. 1, 2021, (accepted and currently in production). https://preprints.jmir.org/preprint/34573
  16. P. Panagiotou, N. Mengidis, T. Tsikrika, S. Vrochidis, I. Kompatsiaris, "Host-based Intrusion Detection Using Signature-based and AI-driven Anomaly Detection Methods.",Information & Security: An International Journal, vol. 50, no. 1, pp. 37-48, 2021.
  17. E. Apostolidis, E. Adamantidou, A. Metsai, V. Mezaris, I. Patras, "Video Summarization Using Deep Neural Networks: A Survey.", in Proceedings of the IEEE, vol. 109, no. 11, pp. 1838-1863, November 2021, doi: 10.1109/JPROC.2021.3117472
  18. G. Pantalona, F. Tsalakanidou, S. Nikolopoulos, I. Kompatsiaris, F. Lombardo, D. Norbiato, M. Ferri, L. Kovats, H. Haberstock, "Decision support system for flood risk reduction policies: The case of a flood protection measure in the area of Vicenza.", Data & Policy, vol. 3, 2021. https://doi.org/10.1017/dap.2021.23
  19. A. Chatzitofis, D. Zarpalas, P. Daras, S. Kollias, "DeMoCap: Low-Cost Marker-Based Motion Capture.",International Journal of Computer Vision, vol. 129, pp. 3338–3366, 2021.
  20. P. Stalidis, T. Semertzidis, P. Daras, "Examining Deep Learning Architectures for Crime Classification and Prediction.",Forecasting, vol. 3, no. 4, pp. 741-762, 2021. https://doi.org/10.3390/forecast3040046
  21. C. Hidalgo, M. Vaca, M. Nowak, P. Frölich, M. Reed, M. Al-Naday, A. Mpatziakas, A. Protogerou, A. Drosou, D. Tzovaras, "Detection, control & mitigation system for secure vehicular communication.", Vehicular Communications, vol. 34, 2021. https://doi.org/10.1016/j.vehcom.2021.100425
  22. I. Lazarou, D. Moraitou, M. Papatheodorou, I. Vavouras, C. Lokantidou, C. Agogiatou, M. Gialaoutzis, S. Nikolopoulos, Th. Stavropoulos, I. Kompatsiaris, M. Tsolaki, "Adaptation and Validation of the Memory Alteration Test (M@T) in Greek Middle-Aged, Older, and Older-Old Population with Subjective Cognitive Decline and Mild Cognitive Impairment.", J Alzheimers Dis., vol. 84, no. 3, October 10, 2021, doi: 10.3233/JAD-210558
  23. P. Radoglou-Grammatikis, P. Sarigiannidis, C. Dalamagkas, Y. Spyridis, T. Lagkas, G. Efstathopoulos, A. Sesis, I. Pavon, R. Burgos, R. Diaz, A. Sarigiannidis, D. Papamartzivanos, S. Menesidou, G. Ledakis, A. Pasias, A. Kotsiopoulos, A. Drosou, A. Arce, "SDN-Based Resilient Smart Grid: The SDN-microSENSE Architecture.", Digital, vol. 1, no. 4, pp. 173-187, 2021. https://doi.org/10.3390/digital1040013
  24. T. Stavropoulos, G. Meditskos, I. Lazarou, L. Mpaltadoros, S. Papagiannopoulos, M. Tsolaki, I. Kompatsiaris, "Detection of Health-Related Events and Behaviours from Wearable Sensor Lifestyle Data Using Symbolic Intelligence: A Proof-of-Concept Application in the Care of Multiple Sclerosis.", Sensors (Basel), vol. 21, no. 18, September 17, 2021, doi: 10.3390/s21186230
  25. H. Leligou, D. Anastasopoulos, N. Vretos, V. Solachidis, E. Kantor, I. Plasilova, E. Girardet, A. Montagna, F. Vlahaki, M. Tountopoulou, "Experiences and Lessons Learnt from the Evaluation of ICT Tools for and with Migrants.",Social Sciences, vol. 10, no. 9, 2021. https://doi.org/10.3390/socsci10090344
  26. T. Vafeiadis, N. Kolokas, N. Dimitriou, A. Zacharaki, M. Yildirim, H. Selvi, D. Ioannidis, D. Tzovaras, "A comparison of 2DCNN network architectures and boosting techniques for regression-based textile whiteness estimation.", Simulation Modelling Practice and Theory, vol. 114, no. 4, 2021.
  27. M. Tountopoulou, N. Drosos, M. Triantafillopoulou, F. Vlachaki, P. Daras, N. Vretos, A. Lelis, "Training of Prosocial Skills to Migrant Groups Through Serious Games.",Advances in Social Sciences Research Journal, vol. 8, no. 8, pp. 464-483, 2021. https://doi.org/10.14738/assrj.88.10673
  28. C. Valero, A. Gil, R. Gonzalez-Usach, M. Julian, G. Fico, M. Arredondo, T. Stavropoulos, D. Strantsalis, A. Voulgaridis, F. Roca, A. Jara, M. Serrano, A. Zappa, Y. Khan, S. Guillen, P. Sala, A. Belsa, K. Votis, C. Palau, "AIoTES: Setting the principles for semantic interoperable and modern IoT-enabled reference architecture for Active and Healthy Ageing ecosystems.", Computer Communications, vol. 177, pp. 96-111, 2021. https://doi.org/10.1016/j.comcom.2021.06.010
  29. I. Papastratis, C. Chatzikonstantinou, D. Konstantinidis, K. Dimitropoulos, P. Daras, "Artificial Intelligence Technologies for Sign Language.",Sensors, vol. 21, no. 17, 2021. https://doi.org/10.3390/s21175843
  30. T. Theodoridis, K. Loumponias, N. Vretos, P. Daras, "Zernike Pooling: Generalizing Average Pooling Using Zernike Moments.",IEEE Access, vol. 9, pp. 121128-121136, 2021, doi: 10.1109/ACCESS.2021.3108630
  31. G. Tsoumanis, J. Formiga, N. Bilo, P. Tsarchopoulos, D. Ioannidis, D. Tzovaras, "The Smart Evolution of Historical Cities: Integrated Innovative Solutions Supporting the Energy Transition while Respecting Cultural Heritage.", Sustainability, vol. 13, no. 16, 2021.
  32. N. Komninos, I. Tsampoulatidis, C. Kakderi, S. Nikolopoulos, I. Kompatsiaris, "Projects for Intelligent and Smart Cities: Technology and Innovation Transforming City Ecosystems.", Preprints, 2021, doi: 10.20944/preprints202108.0080.v1
  33. E. Apostolidis, E. Adamantidou, A. Metsai, V. Mezaris, I. Patras, "AC-SUM-GAN: Connecting Actor-Critic and Generative Adversarial Networks for Unsupervised Video Summarization.", IEEE Transactions on Circuits and Systems for Video Technology, vol. 31, no. 8, pp. 3278-3292, August 2021, doi: 10.1109/TCSVT.2020.3037883
  34. G. Galanakis, X. Zabulis, T. Evdaimon, S.-E. Fikenscher, S. Allertseder, T. Tsikrika, S. Vrochidis, "A Study of 3D Digitisation Modalities for Crime Scene Investigation.", Forensic Sci., vol. 1, no. 2, pp. 56-85, 2021. https://doi.org/10.3390/forensicsci1020008
  35. J. Lokoč, P. Veselý, F. Mejzlík, G. Kovalčík, T. Souček, K. Schoeffmann, W. Bailer, C. Gurrin, L. Sauter, J. Song, S. Vrochidis, J. Wu, B. Þór Jónsson, "Is the Reign of Interactive Search Eternal?Findings from the Video Browser Showdown 2020.", Transactions on Multimedia Computing Communications and Applications, vol. 17, no. 3, pp. 1-26, August 2021. https://doi.org/10.1145/3445031
  36. C. Mouzakis, D. Ververidis, L. Girao, N. Patz, S. Nikolopoulos, I. Kompatsiaris, "Holistic Requirements Analysis for Specifying New Systems for 3D Media Production and Promotion.", Sustainability, vol. 13, no. 15, 2021. https://doi.org/10.3390/su13158155
  37. K. Dimitropoulos, P. Daras, S. Manitsaris, F. Leymarie, S. Calinon, "Artificial Intelligence and Human Movement in Industries and Creation.", Frontiers in Robotics and AI, vol. 8, 2021.
  38. G. Fernández, A. Martínez, N. Galán, J. Ballestín-Fuertes, J. Muñoz-Cruzado-Alba, P. López, S. Stukelj, E. Daridou, A. Rezzonico, D. Ioannidis, "Optimal D-STATCOM Placement Tool for Low Voltage Grids.", Energies, vol. 14, no. 14, 2021.
  39. O. Theodosiadou, K. Pantelidou, N. Bastas, D. Chatzakou, T. Tsikrika, S. Vrochidis, I. Kompatsiaris, "Change Point Detection in Terrorism-Related Online Content Using Deep Learning Derived Indicators.",Information, vol. 12, 2021.
  40. A. Dimara, C. Anagnostopoulos, S. Krinidis, D. Tzovaras, "Personalized thermal comfort modeling through genetic algorithm.", EnergySources, Part A: Recovery, Utilization, and Environmental Effects, 2021, doi: 10.1080/15567036.2021.1937404
  41. S. Mylonas, A. Axenopoulos, P. Daras, "DeepSurf: A surface-based deep learning approach for the prediction of ligand binding sites on proteins.",Bioinformatics, vol. 37, no. 12, pp. 1681-1690, June 2021. https://arxiv.org/pdf/2002.05643
  42. M. Tsourma, A. Zamichos, E. Efthymiadis, A. Drosou, D. Tzovaras, "An AI-enabled framework for real-time generation of News articles based on big EO data for disasters’ reporting.", Future Internet, vol. 13, no. 6, 2021. https://doi.org/10.3390/fi13060161
  43. V. R. Xefteris, A. Tsanousa, G. Meditskos, S. Vrochidis, I. Kompatsiaris, "Performance, challenges, and limitations in multimodal fall detection systems: a review.", IEEE Sensors Journal, vol. 21, no. 17, pp. 18398 - 18409, doi: 10.1109/JSEN.2021.3090454
  44. S. Thermos, G. Potamianos, P. Daras, "Joint Object Affordance Reasoning and Segmentation in RGB-D Videos.",IEEE Access, vol. 9, pp. 89699-89713, 2021. https://doi.org/10.1109/ACCESS.2021.3090471
  45. A. Bintoudi, N. Bezas, L. Zyglakis, G. Isaioglou, C. Timplalexis, P. Gkaidatzis, A. Tryferidis, D. Ioannidis, D. Tzovaras, "Incentive-Based Demand Response Framework for Residential Applications: Design and Real-Life Demonstration.", Energies, vol. 14, no. 14, 2021.
  46. P. Koukaras, P. Gkaidatzis, N. Bezas, T. Bragatto, F. Carere, F. Santori, M. Antal, D. Ioannidis, C. Tjortjis, D. Tzovaras, "A Tri-Layer Optimization Framework for Day-Ahead Energy Scheduling Based on Cost and Discomfort Minimization.", Energies, vol. 14, no. 12, 2021.
  47. P. Kampaktsis, A. Tzani, I. Doulamis, S. Moustakidis A. Drosou, N. Diakos, S. Drakos, A. Briasoulis, "State-of-the-art Machine Learning Algorithms for the Prediction of Outcomes after Contemporary Heart Transplantation: Results from the UNOS Database.", Clin Transplant, 2021, to appear.
  48. N. Zioulis, F. Alvarez, D. Zarpalas, P. Daras, "Single-Shot Cuboids: Geodesics-based End-to-end Manhattan Aligned Layout Estimation from Spherical Panoramas.",Image and Vision Computing, vol. 110, June 2021.
  49. B. Zargar, T. Wang, M. Pitz, R. Bachmann, M. Maschmann, A. Bintoudi, L. Zyglakis, F. Ponci, A. Monti, D. Ioannidis, "Power Quality Improvement in Distribution Grids via Real-Time Smart Exploitation of Electric Vehicles.", Energies, vol. 14, no. 12, 2021.
  50. P. Charalampous, I. Kostavelis, C. Kopsacheilis, D. Tzovaras, "Vision-based real-time monitoring of extrusion additive manufacturing processes for automatic manufacturing error detection.", The International Journal of Advanced Manufacturing Technology, vol. 115, pp. 3859-3872, 11 June 2021.
  51. I. Lazarou, T. Stavropoulos, L. Mpaltadoros, S. Nikolopoulos, G. Koumanakos, M. Tsolaki, I. Kompatsiaris, "Human Factors and Requirements of People with Cognitive Impairment, Their Caregivers, and Healthcare Professionals for mHealth Apps Including Reminders, Games, and Geolocation Tracking: A Survey-Questionnaire Study.", J Alzheimers Dis Rep., vol. 5, no. 1, pp. 497-513, June 11, 2021, doi: 10.3233/ADR-201001
  52. S. Segkouli, D. Giakoumis, K. Votis, A. Triantafyllidis, I. Paliokas, D. Tzovaras, "Smart Workplaces for older adults: coping ‘ethically’ with technology pervasiveness.", Universal Access in the Information Society. https://www.springer.com/journal/10209/
  53. T. Mavropoulos, S. Symeonidis, A. Tsanousa, P. Giannakeris, M. Rousi, E. Kamateri, G. Meditskos, K. Ioannidis, S. Vrochidis, I. Kompatsiaris, "Smart integration of sensors, computer vision and knowledge representation for intelligent monitoring and verbal human-computer interaction.",Journal of Intelligent Information Systems, Springer, vol. 57, pp. 321-345, 2021.
  54. C. Iliou, T. Kostoulas, T. Tsikrika, V. Katos, S. Vrochidis, I. Kompatsiaris, "Detection of advanced web bots by combining web logs with mouse behavioural biometrics.", Digital Threats: Research and Practice (DTRAP), vol. 2, no. 3, pp. 1 - 26, 2021, accepted for publication.
  55. T. Mastos, A. Nizamis, S. Terzi, D. Gkortzis, A. Papadopoulos, N. Tsagkalidis, D. Ioannidis, K. Votis, D. Tzovaras, "Introducing an application of an industry 4.0 solution for circular supply chain management.", Journal of Cleaner Production, vol. 300, 2021. https://doi.org/10.1016/j.jclepro.2021.126886
  56. P. Natsiavas, T. G. Stavropoulos, A. Pliatsios, H. Karanikas, G. Gavriilidis, V. Dimitriadis, G. Nikolaidis, S. Nikolopoulos, P. Skapinakis, E. Thireos, I. Kompatsiaris, "Using Business Process Management Notation to Model Therapeutic Prescription Protocols: the PrescIT Approach.", Stud Health Technol Inform., vol. 281, pp. 1089 - 1090, May 27, 2021, doi: 10.3233/SHTI210358
  57. N. Kolokas, D. Ioannidis, D. Tzovaras, "Multi-Step Energy Demand and Generation Forecasting with Confidence Used for Specification-Free Aggregate Demand Optimization.", Energies, vol. 14, no. 11, 2021.
  58. T. Lynn, P. Rosati, A. Egli, S. Krinidis, K. Angelakoglou, V.Sougkakis, D. Tzovaras, M. Kassem, D. Greenwood, O. Doukari, "RINNO:Towards an Open Renovation Platform for Integrated Design and Delivery ofDeep Renovation Projects.", MDPI Sustainability, vol. 13, no. 11, 2021. https://doi.org/10.3390/su13116018
  59. G. Albanis, N. Zioulis, A. Chatzitofis, A. Dimou, D. Zarpalas, P. Daras, "On End-To-End 6DoF Object Pose Estimation and Robustness to Object Scale.", RESCIENCE C, 2021.
  60. G. Dafoulas, C. Karaberi, S. Segkouli, G. Dimakopoulos, K. Votis, D. Tzovaras, A. Bargiota, "Feasibility study of IoT telemonitoring for elderly patients with type 2 diabetes mellitus: Results of the Greek pilot of the ACTIVAGE multicenter randomised control trial.", Endocrine Abstracts, 2021.
  61. T. Theodorou, A. Zamichos, M. Skoumperdis, A. Kougioumtzidou, K. Tsolaki, D. Papadopoulos, A. Patsios, G. Papanikolaou, A. Konstantinidis, A. Drosou, D. Tzovaras, "An AI-Enabled Stock Predic-tion Platform Combining News and Social Sensing with Financial Statements.", Future Internet, vol. 13, no. 6, 2021. https://doi.org/10.3390/fi13060138
  62. P. Kampaktsis, S. Moustakidis, A. Tzani, I. Doulamis, A. Drosou, A. Tzoumas, R. Asleh, A. Briasoulis, "State-of-the-art ML improves predictive accuracy of 1-year survival after heart transplantation.", ESC Heart Failure, vol. 8, no. 4, pp. 3433-3436, August 2021. https://doi.org/10.1002/ehf2.13425
  63. F. Kalaganis, K. Georgiadis, V. Oikonomou, N. Laskaris, S. Nikolopoulos, I. Kompatsiaris, "Unlocking the Subconscious Consumer Bias: A Survey on the Past, Present, and Future of Hybrid EEG Schemes in Neuromarketing.", Frontiers in Neuroergonomics, vol. 2, 2021, doi: 10.3389/fnrgo.2021.672982
  64. M. Siavvas, D. Kehagias, D. Tzovaras, E. Gelenbe, "A hierarchical model for quantifying software security based on static analysis alerts and software metrics.", Software Quality Journal, vol. 29, no. 2, pp. 431-507, 2021.
  65. T. Kotsiopoulos, P. Sarigiannidis, D. Ioannidis, D. Tzovaras, "Machine Learning and Deep Learning in Smart Manufacturing: The Smart Grid Paradigm.", Computer Science Review, vol. 40, 2021.
  66. A. Bintoudi, L. Zyglakis, A. Tsolakis, P. Gkaidatzis, A. Tryferidis, D. Ioannidis, D. Tzovaras, "OptiMEMS: An Adaptive Lightweight Optimal Microgrid Energy Management System Based on the Novel Virtual Distributed Energy Resources in Real-Life Demonstration.", Energies, vol. 14, no. 10, 2021.
  67. A. Kapoutsis, I. Michailidis, Y. Boutalis, E. Kosmatopoulos, "Building synergetic consensus for dynamic gas-plume tracking applications using UAV platforms.", Computers & Electrical Engineering, vol. 91, 2021. https://doi.org/10.1016/j.compeleceng.2021.107029
  68. S. Andreadis, G. Antzoulatos, T. Mavropoulos, P. Giannakeris, G. Tzionis, N. Pantelidis, K. Ioannidis, A. Karakostas, I. Gialampoukidis, S. Vrochidis, I. Kompatsiaris, "A social media analytics platform visualising the spread of COVID-19 in Italy via exploitation of automatically geotagged tweets.",Online Social Networks and Media, vol. 23, 2021. https://doi.org/10.1016/j.osnem.2021.100134
  69. St. Papadopoulos, N. Dimitriou, A. Drosou, D. Tzovaras, "Modelling spatio-temporal ageing phenomena with deep Generative Adversarial Networks.", Signal Processing: Image Communication, vol. 94, May 2021. https://doi.org/10.1016/j.image.2021.116200
  70. T. Veiga, A. Munch-Ellingsen, C. Papastergiopoulos, D. Tzovaras, I. Kalamaras, K. Bach, K. Votis, S. Akselsen, "From a low-cost air quality sensor network to decision support services: Steps towards data calibration and service development.", Sensors, vol. 21, no. 9, 2021.
  71. M. Tountopoulou, F. Vlachaki, P. Daras, N. Vretos, A. Christoforidis, "Indirect Skill Assessment Using AI Technology.",Advances in Social Sciences Research Journal, vol. 8, no. 4, pp. 723-737, 2021. https://doi.org/10.14738/assrj.84.10077
  72. M. Muurling, C. Boer, R. Kozak, D. Religa, I. Koychev, H. Verheij, V. Nies, A. Duyndam, M. Sood, H. Fröhlich, K. Hannesdottir, G. Erdemli, F. Lucivero, C. Lancaster, C. Hinds, T. Stravopoulos, S. Nikolopoulos, I. Kompatsiaris, N. Manyakov, A. Owens, V. Narayan, D. Aarsland, P. Visser & the RADAR-AD Consortium, "Remote monitoring technologies in Alzheimer’s disease: design of the RADAR-AD study.", Alzheimer’s research & therapy, vol. 13, no. 1, 2021. https://doi.org/10.1186/s13195-021-00825-4
  73. N. Kladovasilakis, P. Charalampous, I. Kostavelis, D. Tzetzis, D. Tzovaras, "Impact of metal additive manufacturing parameters on the powder bed fusion and direct energy deposition processes: a comprehensive review.", Progress in Additive Manufacturing, vol. 6, pp. 349-365, 2021. https://doi.org/10.1007/s40964-021-00180-8
  74. A. Coluccia, A. Fascista, A. Schumann, L. Sommer, A. Dimou, D. Zarpalas, M. Méndez, D. de la Iglesia, I. González, J. Mercier, "Drone vs. Bird Detection: Deep Learning Algorithms and Results from a Grand Challenge.",Sensors, vol. 21, no. 8, 2021. https://doi.org/10.3390/s21082824
  75. A. Tsanousa, V. Xefteris, G. Meditskos, S. Vrochidis, I. Kompatsiaris, "Combining RSSI and Accelerometer Features for Room-Level Localization.", Sensors, vol. 21, no. 8, 2021. https://doi.org/10.3390/s21082723
  76. Th. Stavropoulos, I. Lazarou, A. Diaz, D. Gove, J. Georges, N. V. Manyakov, E. M. Pich, C. Hinds, M. Tsolaki, S. Nikolopoulos, I. Kompatsiaris, and The RADAR-AD Consortium., "Wearable Devices for Assessing Function in Alzheimer’s Disease: A European Public Involvement Activity About the Features and Preferences of Patients and Caregivers.", Front Aging Neurosci., Sec. Neurocognitive Aging and Behavior, vol. 13, April 12, 2021, doi: 10.3389/fnagi.2021.643135
  77. S. Moustakidis, P. Kampaktsis, A. Tzani, I. Doulamis, A. Tzoumas, A. Drosou, G. Filippatos, A. Briasoulis, "SoA ML-based Prediction of 1-year Survival after Isolated Heart Transplant.", The Journal of Heart & Lung Transplantation, vol. 40, no. 4, 2021. https://doi.org/10.1016/j.healun.2021.01.184
  78. E. Gelenbe, M. Siavvas, "Minimizing energy and computation in long-running software.", Applied Sciences, vol. 11, no. 3, 2021.
  79. K. Filus, P. Boryszko, J. Domańska, M. Siavvas, E. Gelenbe,, "Efficient feature selection for static analysis vulnerability prediction.", Sensors, vol. 21, no. 4, 2021.
  80. A. Triantafyllidis, A. Alexiadis, K. Soutos, T. Fischer, K. Votis, D. Tzovaras, "Comparison between Self-Reported and Accelerometer-Measured Physical Activity in Young versus Older Children.", Digital, vol. 1, no. 2, pp. 103-110, 2021, doi: 10.3390/DIGITAL1020008
  81. I. Papastratis, K. Dimitropoulos, P. Daras, "Continuous Sign Language Recognition through a Context-Aware Generative Adversarial Network.",Sensors, vol. 21, no. 7, 2021. https://doi.org/10.3390/s21072437
  82. I. Sarantopoulos, M. Kiatos, Z. Doulgeri, S. Malassiotis, "Total Singulation With Modular Reinforcement Learning.", IEEE Robotics and Automation Letters, vol. 6, no. 2, pp. 4117-4124, April 2021.
  83. P. Migkotzidis, F. Kalaganis, K. Georgiadis, E. Chatzilari, G. Pehlivanides, S. Tsafaras, K. Monastiridis, G. Matrinidis, S. Nikolopoulos, I. Kompatsiaris, "e-vision: An ai-powered system for promoting the autonomy of visually impaired.", European Journal of Creative Practices in Cities and Landscapes, vol. 3, no. 2, 2021, (in press).
  84. K. Konstantoudakis, D. Breitgand, A. Doumanoglou, N. Zioulis, A. Weit, K. Christaki, P. Drakoulis, E. Christakis, D. Zarpalas, P. Daras, "Serverless Streaming for Emerging Media: Towards 5G Network-driven Cost Optimization.",Multimedia Tools and Applications, vol. 81, pp. 12211–12250, 2021. https://doi.org/10.1007/s11042-020-10219-7
  85. P. Koukaras, C. Tjortjis, P. Gkaidatzis, N. Bezas, D. Ioannidis, D. Tzovaras, "An inter-disciplinary approach on efficient virtual microgrid to virtual microgrid energy balancing incorporating data preprocessing techniques.", Computing, vol. 104, pp. 209-250, 2021.
  86. A. Chatzitofis, P. Cancian, V. Gkitsas, A. Carlucci, P. Stalidis, G. Albanis, A. Karakottas, T. Semertzidis, P. Daras, "Volume-of-Interest Aware Deep Neural Networks for Rapid Chest CT-Based COVID-19 Patient Risk Assessment.",International Journal of Environmental Research and Public Health, vol. 18, no. 6, 2021. https://doi.org/10.3390/ijerph18062842
  87. K. Bojan, T. Stavropoulos, I. Lazarou, S. Nikolopoulos, I. Kompatsiaris, M. Tsolaki, E. Mukaetova-Ladinska, A. Christogianni, "The effects of playing the COSMA cognitive games in dementia.", International Journal of Serious Games, vol. 8, no. 1, pp. 45 - 58, 2021. https://doi.org/10.17083/ijsg.v8i1.412
  88. H. Limoncu, H. Boz, S. Zygouris, M. Tsolaki, D. Giakoumis, K. Votis, D. Tzovaras, V. Öztürk, G. Gülmen, "A Virtual Reality-Based Screening Test for Cognitive Impairment in Small Vessel Disease.", Journal of Alzheimer's Disease Reports, vol. 5, no. 1, pp. 161-169, 2021.
  89. H. Leligou, D. Anastasopoulos, A. Montagna, V. Solachidis, N. Vretos, "Combining ICT Technologies to Serve Societal Challenges.", Advances in Science, Technology and Engineering Systems Journal, vol. 6, no. 1, pp. 1319-1327, 2021.
  90. V. Kassiano, A. Kesidis, T. Stavropoulos, S. Nikolopoulos, I. Kompatsiaris, "A Rule-Based Framework for Object Localization, Spatial and Situational Awareness with Natural Language Feedback for the Deafblind.", International Journal on Advances in Life Sciences, vol. 13, no. 1 & 2, pp. 42 - 53, 2021.
  91. I. Michailidis, A. Kapoutsis, C. Korkas, P. Michailidis, "Embedding autonomy in large-scale IoT ecosystems using CAO and L4G-CAO.", Discov Internet Things, vol. 1, 2021. https://doi.org/10.1007/s43926-021-00003-w
  92. V. Nejkovic, F. Jelekovic, N. Makris, V. Passas, T. Korakis, M. Tosic, "Semantic Coordination On the Edge of Heterogeneous Ultra Dense Networks.", Springer Journal of Journal of Network and Systems Management, vol. 29, 2021.
  93. S. Dias, J. Diniz, E. Konstantinidis, T. Savvidis, V. Zilidou, P. Bamidis, A. Grammatikopoulou, K. Dimitropoulos, N. Grammalidis, H. Jaeger, "Assistive HCI-Serious Games Co-design Insights: The Case Study of i-PROGNOSIS Personalized Game Suite for Parkinson’s Disease.",Frontiers in Psychology, vol. 11, 2021.
  94. P. Charalampous, I. Kostavelis, T. Kontodina, D. Tzovaras, "Learning-based Error Modeling in FDM 3D Printing Process.", Rapid Prototyping Journal, Emerald, vol. 27, no. 3, January, 2021. https://doi.org/10.1108/RPJ-03-2020-0046
  95. I. Fudos, M. Ntousia, V. Stamati, P. Charalampous, T. Kontodina, I. Kostavelis, D. Tzovaras, L. Billalis, "A characterization of 3D Printability.", Computer-Aided Design and Applications, vol. 18, no. 6, pp. 1279-1295, 2021. https://doi.org/10.14733/cadaps.2021.1279-1295
  96. D. Kehagias, M. Jankovic, M. Siavvas, E. Gelenbe, "Investigating the interaction between energy consumption, quality of service, reliability, security, and maintainability of computer systems and networks.", SN Computer Science, vol. 2, no. 1, pp. 1-6, 2021.
  97. K. Georgiadis, D. Adamos, S. Nikolopoulos, N. Laskaris, I. Kompatsiaris, "Covariation Informed Graph Slepians for Motor Imagery Decoding.", IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 29, pp. 340-349, 2021, doi: 10.1109/TNSRE.2021.3049998
  98. D. Tsoukalas, M. Mathioudaki, M. Siavvas, D. Kehagias, A. Chatzigeorgiou, "A clustering approach towards cross-project technical debt forecasting.", SN Computer Science, vol. 2, no. 1, pp. 1-30, 2021.
  99. L. Filchev, I. Manakos, R. Reuter, G. Mardirossian, T. Srebrova, L. Kraleva, D. Dimitrov, K. Marini, A. Rienow, "A Review of Earth Observation Resources for Secondary School Education - Part II.", Aerospace Research in Bulgaria, vol. 33, pp. 251-259, 2021. https://doi.org/10.3897/arb.v33.e18
  100. C. Patsonakis, A. Bintoudi, K. Kostopoulos, I. Koskinas, A. Tsolakis, D. Ioannidis, D. Tzovaras, "Optimal, dynamic and reliable demand-response via OpenADR-compliant multi-agent virtual nodes: Design, implementation & evaluation.", Journal of Cleaner Production, vol. 314, 2021.
  101. N. Kladovasilakis, P. Charalampous, K. Tsongas, I. Kostavelis, D. Tzetzis, D. Tzovaras, "Experimental and Computational Investigation of Lattice Sandwich Structures Constructed by Additive Manufacturing Technologies.", Journal of Manufacturing and Materials Processing, MDPI, vol. 5, no. 3, 2021.
  102. N. Makris, C. Zarafetas, A. Valantasis, T. Korakis, "Service Orchestration over Wireless Network Slices: Testbed Setup and Integration.", IEEE Transactions on Network and Service Management, vol. 18, no. 1, pp. 482-497, March 2021, doi: 10.1109/TNSM.2020.3045224
  103. G. Chantas, S. Nikolopoulos, I. Kompatsiaris, "Heavy-Tailed Self-Similarity Modeling for Single Image Super Resolution.", IEEE Transactions on Image Processing, vol. 30, pp. 838-852, 2021, doi: 10.1109/TIP.2020.3038521
  104. I. Michailidis, D. Manolis, P. Michailidis, C. Diakaki, E. Kosmatopoulos, "A decentralized optimization approach employing cooperative cycle-regulation in an intersection-centric manner: A complex urban simulative case study.", Transportation Research Interdisciplinary Perspectives, vol. 8, 2020. https://doi.org/10.1016/j.trip.2020.100232.
  105. M. Rousi, V. Sitokonstantinou, G. Meditskos, I. Papoutsis, I. Gialampoukidis, A. Koukos, V. Karathanassi, T. Drivas, S. Vrochidis, C. Kontoes, I. Kompatsiaris, "Semantically enriched crop type classification and Linked Earth Observation Data to support the Common Agricultural Policy monitoring.",IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 14, pp. 529-552, 2021.
  106. M. Riga, E. Kontopoulos, K. Ioannidis, S. Kintzios, S. Vrochidis, I. Kompatsiaris, "EUCISE-OWL: An Ontology-based Representation of the Common Information Sharing Environment (CISE) for the Maritime Domain.", Semantic Web, vol. 12, no. 4, pp. 603-615, 2021.
  107. L. Leontaris, N. Dimitriou, D. Ioannidis, K. Votis, D. Tzovaras, E. Papageorgiou, "An Autonomous Illumination System for Vehicle Documentation Based on Deep Reinforcement Learning.", IEEE Access, 9, pp.75336-75348 (2021)

Δημοσιεύσεις Σε Συνέδρια

  1. T. Kotsiopoulos, T. Vafeiadis, A. Apostolidis, A. Nizamis, N. Alexopoulos, D. Ioannidis, D. Tzovaras, P. Sarigiannidis, "Fault Detection on Bearings and Rotating Machines based on Vibration Sensors Data.", in Proceedings of the International Conference on Progress in Informatics and Computing, Shanghai, China, 2021.
  2. V. Solachidis, J. Moreno, G. Hernandez-Penaloza, N. Vretos, F. Alvarez, P. Daras, "TeNDER: Towards Efficient Health Systems through e-Health Platforms Employing Multimodal Monitoring.", in Proceedings of the IEEE/ACM CHASE Workshop on Artificial Intelligence and Internet of Things for Digital Health, Washington D.C., USA, December 16-17, 2021.
  3. S. Andreadis, I. Gialampoukidis, A. Bozas, A. Moumtzidou, R. Fiorin, F. Lombardo, A. Karakostas, D. Norbiato, S. Vrochidis, M. Ferri, I. Kompatsiaris, "WaterMM: Water Quality in Social Multimedia Task at MediaEval 2021.",in Proceedings of the MediaEval 2021 Workshop (MediaEval'21), 12-15 December 2021.
  4. D. Tsoukalas, M. Siavvas, M. Mathioudaki, D. Kehagias, "An Ontology-based Approach for Automatic Specification, Verification, and Validation of Software Security Requirements: Preliminary Results.", in Proceedings of the IEEE International Conference on Software Quality, Security, and Reliability, 2021.
  5. A. Dimara, D. Triantafyllidis, S. Krinidis, K. Kitsikoudis, D. Ioannidis, E. Valkouma, S. Skarvelakis, S. Antipas, D. Tzovaras, "MLP for Spatio-Temporal Traffic Volume Forecasting.", in Proceedings of the IEEE International IOT, Electronics and Mechatronics Conference (IEMTRONICS'21), Toronto, ON, Canada, pp. 1-7, 2021, doi: 10.1109/IEMTRONICS52119.2021.9422582
  6. E. Makri, G. Agrafiotis, I. Kalamaras, A. Lalas, K. Votis, D. Tzovaras, "Adaptation of Neural Network Architectures for Photonic FPGA Circuits.", in Proceedings of the 1st Workshop on Neuromorphic Photonics, Thessaloniki, Greece, December 6-7, 2021.
  7. E. Apostolidis, G. Balaouras, V. Mezaris, I. Patras, "Combining Global and Local Attention with Positional Encoding for Video Summarization.", in Proceedings of the IEEE Int. Symposium on Multimedia (ISM), December 2021, doi: 10.1109/ISM52913.2021.00045
  8. A. Pournaras, N. Gkalelis, D. Galanopoulos, V. Mezaris, "Combining Multiple Deep-learning-based Image Features for Visual Sentiment Analysis.", in Proceedings of the MediaEval 2021 Workshop, December 2021.
  9. I. Paliokas, E. Mitsopoulou, A. Patenidis, E. Stathopoulos, A. Kokkalas, S. Diplaris, E. Karyati, S. Tsafaras, E. Tasiopoulou, C. Riggas, G. Meditskos, S. Vrochidis, K. Votis, I. Kompatsiaris, D. Tzovaras, "Implementation of an Interactive Crowd-Enhanced Content Management System for Tourism Development.", in Proceedings of the conference on humanities, arts and social sciences, KnE Social Sciences, vol. 5, no. 9, 2021, pp. 275–282. https://doi.org/10.18502/kss.v5i9.9899
  10. T. Stravropoulos, I. Lazarou, V. Alepopoulos, L. Mpaltadoros, M. Grammatikopoulou, M. Muurling, C. Hinds, S. Nikolopoulos, P. Visser, M. Tsolaki, I. Kompatsiaris and the RADAR-AD Consortium, "Digital Biomarkers for Alzheimer’s Disease in a Real-Living Smart Home Environment: the RADAR-AD Tier 3 Study.", in Proceedings of the Alzheimer Europe Conference 2021.
  11. C. Nteve, E. Kontopoulos, N. Tsolakis, P. Mitzias, I. Katakis, E. Mathioudis, K. Avgerinakis, G. Meditskos, A. Karakostas, S. Vrochidis, I. Kompatsiaris, "A Semantic Technologies Toolkit for Bridging Early Diagnosis and Treatment in Brain Diseases – Report from the Ongoing EU-funded Research Project ALAMEDA.", in Proceedings of the Metadata and Semantics Research Conference, Springer, Madrid, 2021.
  12. P. Valatsos, T. Vafeiadis, A. Nizamis, D. Ioannidis, D. Tzovaras, "Freight transportation route time prediction with ensemble learning techniques.", in Proceedings of the 25th Pan-Hellenic Conference on Informatics, Volos, Greece, 2021.
  13. A. Følstad, T. Araujo, S. Papadopoulos, "Chatbot Research and Design: 4th International Workshop, CONVERSATIONS 2020, Virtual Event, November 23-24, 2020, Revised Selected Papers.", in Proceedings of the conversations2021, Springer Nature, 2021.
  14. A. Swarup, A. Vella, I. Grujic, J. Frattolin, E. Makri, I. Kalamaras, A. Drosou, P. Thiruchelvam, J. Moore, "Treatment-based risk factors leading to breast cancer-related lymphoedema: a meta-analysis.", in Proceedings of the 10th International Conference of the International Lymphoedema Framework, ILF 2021.
  15. G. Kordopatis-Zilos, P. Galopoulos, S. Papadopoulos, I. Kompatsiaris, "Leveraging EfficientNet and Contrastive Learning for Accurate Global-scale Location Estimation.", in Proceedings of the 2021 International Conference on Multimedia Retrieval (ICMR '21), 2021.
  16. D. Exarchou, A. Alexiadis, A. Triantafyllidis, D. Ioannidis, K. Votis, D. Tzovaras, "A Deep Learning – Based Dessert Recognition System for Automated Dietary Assessment.", in Proceedings of the 10th EAI International Conference on Wireless Mobile Communication and Healthcare (EAI MobiHealth), Chongqing, China, 2021.
  17. A. Sersemis, A. Papadopoulos, G. Spanos, A. Lalas, K. Votis, D. Tzovaras, "A Novel Cybersecurity Architecture for IoV Communication.", in Proceedings of the 25th Pan-Hellenic Conference on Informatics, November 2021, pages 357-361.
  18. G. Antzoulatos, T. Mavropoulos, G. Tzionis, A. Karakostas, A. Costas, M. Burgos, S. Vrochidis, I. Kompatsiaris, "Usage of Visual Analytics to Support Immigration-Related, Personalised Language Training Scenarios.", in Proceedings of the International Conference on Interactive Mobile Communication, Technologies and Learning (IMCL2021), 4-5 November 2021, doi: https://doi.org/10.5281/zenodo.5567028
  19. E. Kafali, T. Semertzidis, P. Daras, "Delayed Adversarial Training with Non-Sequential Adversarial Epochs.", in Proceedings of the IEEE International Conference on Tools with Artificial Intelligence, November 1-3, 2021.
  20. A. Pournaras, N. Gkalelis, D. Galanopoulos, V. Mezaris, "Exploiting Out-of-Domain Datasets and Visual Representations for Image Sentiment Classification.", in Proceedings of the 16th Int. Workshop on Semantic and Social Media Adaptation & Personalization (SMAP), November 2021, doi: 10.1109/SMAP53521.2021.9610801
  21. E. Apostolidis, E. Adamantidou, V. Mezaris, I. Patras, "Combining Adversarial and Reinforcement Learning for Video Thumbnail Selection.", in Proceedings of the ACM Int. Conf. on Multimedia Retrieval (ICMR), Taipei, Taiwan, November 2021, doi: 10.1145/3460426.3463630
  22. E. Papathomas, A. Triantafyllidis, R. Mastoras, D. Giakoumis, K. Votis, D. Tzovaras, "A Machine Learning Approach for Prediction of Sedentary Behavior Based on Daily Step Counts.", in Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (IEEE EMBC 2021), November 2021.
  23. F. Kalaganis, M. Seet, K. Georgiadis, V. Oikonomou, N. Laskaris, S. Nikolopoulos, I. Kompatsiaris, M. Panou, A. Dragomir, A. Bezerianos, "Reconstructing EOG From EEG Timeseries: A Spatial Filtering Approach.", in Proceedings of the 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), IEEE, 2021, pp. 395-398, doi: 10.1109/EMBC46164.2021.9630320
  24. E. Papageorgiou, T. Theodosiou, G. Margetis, N. Dimitriou, P. Charalampous, D. Tzovaras, I. Samakovlis, "Short survey of artificial intelligent technologies for defect detection in manufacturing.", in Proceedings of the 12th International Conference on Information, Intelligence, Systems & Applications (IISA), 2021.
  25. Α. Koufakis, S. Tzanakis, A. Moumtzidou, G. Meditskos, A. Karakostas, S. Vrochidis, I. Kompatsiaris, "OntoAqua: Ontology-based Modelling of Context in Water Safety and Security.", in Proceedings of the 13th International Conference on Knowledge Engineering and Ontology Development-KEOD 2021, Valletta, Malta, 25-27 October 2021.
  26. I. Kalouptsoglou, M. Siavvas, D. Kehagias, A. Chatzigeorgiou, A. Apostolos, "An Empirical Evaluation of the Usefulness of Word Embedding Techniques in Deep Learning-based Vulnerability Prediction.", in Proceedings of the EuroCyberSec2021, Springer, LNCS, 2021.
  27. E. Gelenbe, M. Nakip, I. Kalouptsoglou, M. Siavvas, D. Kehagias, "System Vulnerability Prediction using the Adversarial Random Neural Network.", in Proceedings of the EuroCybersec 2021, Nice, France, 2021, Springer Cham., LNCS, 2021.
  28. V. Oikonomou, S. Nikolopoulos, I. Kompatsiaris, "Sparse Graph-based Representations of SSVEP Responses Under the Variational Bayesian Framework.", in Proceedings of the 2021 IEEE 21st International Conference on Bioinformatics and Bioengineering (BIBE), Kragujevac, Serbia, 2021, pp. 1-6, doi: 10.1109/BIBE52308.2021.9635427
  29. C. Nteve, N. Tsolakis, G. Meditskos, A. Karakostas, S. Vrochidis, I. Kompatsiaris, "Ontology-based semantic model for health data interpretation.", in Proceedings of the Fourth International Workshop on Semantic Web Meets Health Data Management (SWH), 20th International Semantic Web Conference (ISWC), Springer, Virtual Conference, 24 - 28 October 2021.
  30. E. Anastasovitis, S. Nikolopoulos, I. Kompatsiaris, I. Simou, A. Koskeris, A. Kalogerakis, K. Zorbas, "Learning the Art of the Cretan Hagiography through Immersive Technologies and Creative Industries.", in Proceedings of the International Conference “Cultural Heritage in the Digital Dimension”, Perm, Russia, 20-22 October 2021.
  31. G. Georgiou, L. Anastasovitis, S. Nikolopoulos, I. Kompatsiaris, "Exploring the potentials of Virtual Museology: The case of virtual museum EPANASTASIS-1821.", in Proceedings of the International Conference “Cultural Heritage in the Digital Dimension”, Perm, Russia, 20-22 October 2021.
  32. T. Antamis, C. Medentzidis, M. Skoumperdis, T. Vafeiadis, A. Nizamis, D. Ioannidis, D. Tzovaras, "AI-supported forecasting of intermodal freighttransportation delivery time.", in Proceedings of the 62nd International Scientific Conference on Information Technology and Management Science, Riga, Latvia, 2021.
  33. C. Giro, A. Salamanis, T. Zotos, D. Kehagias, D. Tzovaras, S. Tsegay, "Towards establishing a unique and technically sustainable Mobility Token driven Mobility-as-a-Service (MaaS).", in Proceedings of the ITS World Congress 2021, Hamburg, Germany, Monday, October 11, 2021 – Friday, October 15, 2021.
  34. D. Galanopoulos, V. Mezaris, "Hard-negatives or Non-negatives? A hard-negative selection strategy for cross-modal retrieval using the improved marginal ranking loss.", in Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops (ICCVW), October 2021, pp. 2312-2316, doi: 10.1109/ICCVW54120.2021.00261.
  35. P. Mouzenidis, A. Louros, D. Konstantinidis, K. Dimitropoulos, P. Daras, T. Mastos, "Multi-modal Variational Faster R-CNN for Improved Visual Object Detection in Manufacturing.", in Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, October 11-17, 2021.
  36. G. Stavropoulos, I. Iliopoulos, N. Gevrekis, K. Moustakas, D. Tzovaras, "A novel migration simulation and prediction tool.", in Proceedings of the INTAP 2021. https://www.uia.no/en/events/4th-international-conference-on-intelligent-technologies-and-applications-intap-2021
  37. A. Gerontas, E. Panopoulou, G. Zempila, E. Tambouris, A. Akrivousi, K. Farmakis, S. Papadimopoulou, K. Tarabanis, "Towards co-creating getting a transport card integrated public service.", in Proceedings of the International Conference on Theory and Practice of Electronic Governance (ICEGOV20201), Athens, Greece, 6-8 October, 2021.
  38. G. Antzoulatos, G. Orfanidis, P. Giannakeris, G. Tzanetis, G. Stathopoulos, N. Kopalidis, I. Gialampoukidis, S. Vrochidis, I. Kompatsiaris, "Severity level assessment from semantically fused video content analysis for physical threat detection in ground segments of space systems.", in Proceedings of the 2nd International Workshop on Cyber-Physical Security for Critical Infrastructures Protection (CPS4CIP 2021), 4-8 October 2021. https://doi.org/10.5281/zenodo.5567020
  39. K. Oikonomou, E. Chatzilari, S. Nikolopoulos, I. Kompatsiaris, D. Gavilan, J. Downing, "Snapwear: A Snapchat AR filter for the virtual tryon of real clothes.", in Proceedings of the 2021 IEEE International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct), 2021, pp. 46-51, doi: 10.1109/ISMAR-Adjunct54149.2021.00019
  40. O. Sarakatsanos, E. Chatzilari, S. Nikolopoulos, I. Kompatsiaris, D. Shin, D. Galivan, J. Downing, "A VR Application for the Virtual Fitting of Fashion Garments on Avatars.", in Proceedings of the 2021 IEEE International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct), Bari, Italy, 04-08 October 2021, pp. 40-45, doi: 10.1109/ISMAR-Adjunct54149.2021.00018
  41. A. Kyrtsoglou, D. Asimina, D. Triantafyllidis, S. Krinidis, K. Kitsikoudis, D. Ioannidis, S. Antypas, G. Tsoukos, D. Tzovaras, "Missing Data Imputation and Meta-analysis on Correlation of Spatio-Temporal Weather Series Data.", in Proceedings of the 2021 IEEE 12th Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON), October 2021, pp. 0496-0502.
  42. E. Tsiogas, I. Kleitsiotis, I. Kostavelis, A. Kargakos, D. Giakoumis, M. Bosch-Jorge, R. Ros, R. Tarazón, S. Likothanassis, D. Tzovaras, "Pallet detection and docking strategy for autonomous pallet truck AGV operation.", in Proceedings of the International Conference on Intelligent Robots and Systems, 2021, pp. 3444-3451.
  43. K. Tsiakas, I. Kostavelis, A. Gasteratos, D. Tzovaras, "Autonomous Vehicle Navigation in Semi-structured Environments Based on Sparse Waypoints and LiDAR Road-tracking.", in Proceedings of the International Conference on Intelligent Robots and Systems, 2021, pp. 1244-1250.
  44. L. Givalou, E. Christopoulos, P. Falaras, "Incorporation of Semiconductor Quantum Dots and Perovskite for High Efficiency Perovskite Solar Cells.", in Proceedings of the 35th Panhellenic Conference on Solid State Physics and Materials Science, Poster presentation, Book of Abstracts P2.28, Athens, Greece, September 2021, pp. 26-29.
  45. A. Gerontas, D. Zeginis, E. Tambouris, K. Tarabanis, "Towards personalised public service co-creation using core vocabularies.", in Proceedings of the 6th South-East Europe Design Automation, Computer Engineering, Computer Networks and Social Media Conference (SEEDA-CECNSM 2021), Preveza, Greece, 24-26 September 2021.
  46. C. Georgiadis, E. Karvounis, K. Koritsoglou, K. Votis, D. Tzovaras, D. Dimopoulos, D. Varvarousis, A. Ploumis, "A remote rehabilitation training system using Virtual Reality.", in Proceedings of the 2021 6th South-East Europe Design Automation, Computer Engineering, Computer Networks and Social Media Conference (SEEDA-CECNSM), 2021, pp. 1-4, doi: 10.1109/SEEDA-CECNSM53056.2021.9566227
  47. E. Karvounis, S. Polymeni, M. Tsipouras, K. Koritsoglou, D. Tzovaras, "Smart Beds and Bedding Surfaces for Personalized Patient Care: A Review.", in Proceedings of the 2021 6th South-East Europe Design Automation, Computer Engineering, Computer Networks and Social Media Conference (SEEDA-CECNSM), September, 2021, pp. 1-8. https://ieeexplore.ieee.org/abstract/document/9566276
  48. A. Vrochidis, N. Dimitriou, S. Krinidis, S. Panagiotidis, S. Parcharidis, D. Tzovaras, "Video Popularity Prediction through Fusing Early Viewership with Video Content.", in Proceedings of the 13th International Conference on Computer Vision Systems (ICVS'21), 22-24 September 2021.
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  118. G. Dafoulas, I. Kalamaras, K. Votis, A. Bargiota, "Glycated Hemoglobin at Admission in the ICU as a Prognostic Marker for Mortality in Critically Ill Patients, Based on Real World Evidence.", in Proceedings of the Diabetes Technology & Therapeutics, vol. 23, pp. A43-A43, New Rochelle, NY, USA: Mary Ann Liebert, Inc., June 2021.
  119. E. Tambouris, K. Tarabanis, "Towards Inclusive Integrated Public Service (IPS) Co-Creation and Provision.", in Proceedings of the 22nd Annual International Conference on Digital Government Research, Omaha, Nebraska, 9-11 June, 2021.
  120. E. Tambouris, K. Tarabanis, "Inclusive Governance Models and ICT Tools for Integrated Public Service Co-Creation and Provision: The inGov project.", in Proceedings of the 22nd Annual International Conference on Digital Government Research, Omaha, Nebraska, 9-11 June, 2021.
  121. A. Karakostas, F. Fraile, R. Poler, S. Vrochidis, "Industrial Data Services for Quality Control in Smart Manufacturing - the i4Q Framework.", in Proceedings of the 2021 IEEE International Workshop on Metrology for Industry 4.0 and IoT, Virtual, 07-09 June 2021.
  122. A. Ntovas, L. Lazaridis, A. Papadimitriou, A. Psaltis, A. Axenopoulos, P. Daras, "Data-driven Haptic Feedback Utilizing an Object Manipulation Data-set.",in Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), June, 2021.
  123. G. Albanis, N. Zioulis, P. Drakoulis, V. Gkitsas, V. Sterzentsenko, F. Alvarez, D. Zarpalas, P. Daras, "Pano3D: A Holistic Benchmark and a Solid Baseline for 360 Depth Estimation.",in Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), June, 2021.
  124. V. Gkitsas, V. Sterzentsenko, N. Zioulis, G. Albanis, D. Zarpalas, "PanoDR: Spherical Panorama Diminished Reality for Indoor Scenes.",in Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), June, 2021.
  125. E. Makri, I. Koskinas, A. Tsolakis, D. Ioannidis, D. Tzovaras, "Short Term Net Imbalance Volume Forecasting Through Machine and Deep Learning: A UK Case Study.", in Proceedings of the IFIP International Conference on Artificial Intelligence Applications and Innovations, Springer, Cham., June 2021, pp. 377-389.
  126. D. Sainidis, D. Tsiakmakis, K. Konstantoudakis, G. Albanis, A. Dimou, P. Daras, "Single-handed Gesture UAV Control and Video Feed AR Visualization for First Responders.", in Proceedings of the International Conference on Information Systems for Crisis Response and Management (ISCRAM), May 23-26, 2021.
  127. E. Caballero, A. Madridano, D. Sainidis, K. Konstantoudakis, P. Daras, P. Flores, "An Automated UAV-assisted 2D Mapping System for First Responders.", in Proceedings of the International Conference on Information Systems for Crisis Response and Management (ISCRAM), May 23-26, 2021.
  128. S. Andreadis, I. Gialampoukidis, V. Sitokonstantinou, B. Coloru, H. Vervaeren, E. López, V. Kalogirou, P. Syropoulou, E. Kosmatopoulos, S. Vrochidis, E. Santi, G. Vingione, I. Kompatsiaris, "CALLISTO: Copernicus Artificial Intelligence Services and data fusion with other distributed data sources and processing at the edge to support DIAS and HPC infrastructures.",in Proceedings of the Big Data from Space 2021,Virtual, 18-20 May 2021.
  129. S. Symeonidis, S. Diplaris, N. Heise, T. Pistola, A. Tsanousa, G. Tzanetis, E. Batziou, C. Stentoumis, I. Kalisperakis, S. Freitag, Y. Shekhawat, R. Paradiso, M. Pacelli, J. Codinak, S. Millek, M. Marimonk, M. Ferri, D. Norbiato, M. Monego, A. Karakostas, S. Vrochidis, "xR4DRAMA: Enhancing situation awareness using immersive (XR) technologies.",in Proceedings of the 2021 IEEE International Conference on Intelligent Reality (ICIR), Piscataway, NJ, USA, 2021, pp. 1-8. https://doi.org/10.1109/ICIR51845.2021.00010
  130. T. Pistola, S. Diplaris, C. Stentoumis, E. Stathopoulos, G. Loupas, T. Mandilaras, G. Kalantzis, I. Kalisperakis, A. Tellios, D. Zavraka, P. Koulali, V. Kriezi, V. Vraka, F. Venieri, S. Bacalis, S. Vrochidis, I. Kompatsiaris, "Creating immersive experiences based on intangible cultural heritage", in Proceedings of the 1st IEEE International Conference on Intelligent Reality (ICIR 2021), Virtual, 12-13 May, 2021, doi: 10.1109/ICIR51845.2021.00012
  131. G. Peleka, I. Mariolis, D. Tzovaras, "Generating 2.5 D photorealistic synthetic datasets for training machine vision algorithms.", in Proceedings of the 15th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2020), Springer International Publishing, 2021, pp. 636-646.
  132. G. Lazaridis, K. Papachristou, A. Drosou, D. Ioannidis, P. Chatzimisios, D. Tzovaras, "On the potential of SDN enabled network deployment in tactical environments.", in Proceedings of the 17th International Conference on Artificial Intelligence Applications and Innovations, 2021.
  133. A. Mpatziakas, St. Papadopoulos, A. Drosou, D. Tzovaras, "A Hypothesis Testing Tool for the Comparison of Different Cyber-Security Mitigation Strategies in IoT.", in Proceedings of the International IOT, Electronics and Mechatronics Conference (IEMTRONICS2021), 2021.
  134. M. K. Yucel, V. Dimaridou, A. Drosou, A. Sa`a-Garriga, "Real-time Monocular Depth Estimation with Sparse Supervision on Mobile.", in Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW2021), 2021. https://arxiv.org/abs/2105.12053v1
  135. I. Manakos, M. Kanj, M. Sismanis, I. Tsolakidis, C. Kalaitzidis, "Multi-Temporal Inundated Areas Monitoring Made Easy: The Case of Kerkini Lake in Greece.", in Proceedings of the 7th International Conference on Geographical Information Systems Theory, Applications and Management, Prague, Czech Republic, April 23-25, 2021, doi: 10.5220/0010555700480055
  136. I. Soubry, I. Manakos, C. Kalaitzidis, "Recent Advances in Land Surface Phenology Estimation with Multispectral Sensing.", in Proceedings of the 7th International Conference on Geographical Information Systems Theory, Applications and Management, Prague, Czech Republic, April 23-25 2021, doi: 10.5220/0010555801340145
  137. M. A. Siddiqi, A. A. Tsintzira, G. Digkas, M. Siavvas, C. Strydis, "Adding Security to Implantable Medical Devices: Can We Afford It?.", in Proceedings of the 2021 International Conference on Embedded Wireless Systems and Networks, 2021, pp. 67-78.
  138. I. Manakos, A. Ledawi, A. Stergioudis, C. Kalaitzidis, "Assessment of Texture Features' Contribution in Discriminating Natural Bare Areas vs. Artificially Covered Ones: Chania Case Study.",in Proceedings of the EARSeL Joint Workshop 2021 EO for sustainable cities and communities, Liege, Belgium, March 30 - April 1, 2021, pp. 126-127.
  139. A. Valantasis, N. Makris, C. Zarafetas, T. Korakis, "Experimental Evaluation of Orchestration Software for Virtual Network Functions.", in Proceedings of the IEEE WCNC 2021.
  140. V. Passas, N. Makris, C. Nanis, T. Korakis, "V2MEC: Low-Latency MEC for Vehicular Networks in 5G Disaggregated Architectures.", in Proceedings of the IEEE WCNC 2021.
  141. M. Liatsikou, S. Papadopoulos, L. Apostolidis, I. Kompatsiaris, "A Denoising Hybrid Model for Anomaly Detection in Trajectory Sequences.", in Proceedings of the EDBT/ICDT Workshops, 2021.
  142. R. Mastoras, A. Triantafyllidis, D. Giakoumis, R. Kordonias, A. Papaprodromou, F. Nalbadis, S. Segkouli, E. Lithoxoidou, C. Georgiadis, I. Paliokas, K. Votis, D. Tzovaras, "A Mobile-Based Multimodal Framework for Pervasive Health Monitoring.", in Proceedings of the PerHealth 2021: 5th IEEE PerCom Workshop on Pervasive Health Technologies, 2021. https://ieeexplore.ieee.org/document/9430967
  143. D. Tsatsou, K. Karageorgos, A. Dimou, J. Carbo, J. Molina, P. Daras, "Towards Unsupervised Knowledge Extraction.",in Proceedings of the AAAI Spring Symposium: Combining Machine Learning with Knowledge Engineering, March 22-24, 2021.
  144. W. Yao, A. Moumtzidou, C. Dumitru, S. Andreadis, I. Gialampoukidis, S. Vrochidis, M. Datcu, I. Kompatsiaris, "Early and Late Fusion of Multiple Modalities in Sentinel Imagery and Social Media Retrieval.",in Proceedings of the 11th IAPR International Workshop on Pattern Recognition in Remote Sensing (PRRS 2020⁄2021), in conjunction with the International Conference on Pattern Recognition (ICPR 2020), January 2021. https://link.springer.com/chapter/10.1007/978-3-030-68787-8_43
  145. T. Stavropoulos, I. Lazarou, L. Mpaltadoros, S. Nikolopoulos, I. Kompatsiaris, M. Tsolaki and the RADAR-AD Consortium, "Human factors, device selection and application development for the RADAR-AD Study on digital biomarkers for Alzheimer’s Disease.", in Proceedings of the 12th Panhellenic Conference of Alzheimer’s Disease and 4th Mediterranean Conference on Neurodegenerative Diseases, PICAD & MeCoND, Thessaloniki, Greece (Virtual Conference), 18-21 February, 2021.
  146. T. Stavropoulos, I. Lazarou, L. Mpaltadoros, S. Nikolopoulos, I. Kompatsiaris, M. Tsolaki, "Support2LIVE: A system to monitor and support the care of dementia using wearables.", in Proceedings of the 12th Panhellenic Conference of Alzheimer’s Disease and 4th Mediterranean Conference on Neurodegenerative Diseases, PICAD & MeCoND, Thessaloniki, Greece (Virtual Conference), 18-21 February, 2021.
  147. I. Lazarou, K. Georgiadis, S. Nikolopoulos, V. Oikonomou, I. Kompatsiaris, M. Tsolaki, "Comparative study of people with Subjective cognitive Decline using high-density electroencephalograph combined with eye-tracker during selective and sustained attention memory test using visual stimuli.", in Proceedings of the 12th Panhellenic Conference of Alzheimer's Disease (PICAD) and the 4th Mediterranean Conference on Neurodegenerative Diseases (MeCoND), Thessaloniki Greece (Virtual), 18-21 February, 2021.
  148. C. Tsalpara, I. Soulopoulos, I. Sklias, N. Grammalidis, "Covid-19 Pandemic’s Influence on Popular/Folk Culture and Tourism in Greece: Shaping the Future and Beyond.", in Proceedings of the Strategic Innovative Marketing and Tourism in the COVID-19 Era, 2021.
  149. A. Dimara, C. Anagnostopoulos, S. Krinidis, D. Tzovaras, "Benchmarking of Regression Algorithms for Simulating the Building'sEnergy.", in Proceedings of the IEEE 11th Annual Computing and Communication Workshop andConference (CCWC'21), 27-30 January, 2021.
  150. A. Dimara, D. Triantafyllidis, S. Krinidis, K. Kitsikoudis, D. Ioannidis, S. Antipas, D. Tzovaras, "District Energy Optimization Based on MLP Simulation.", in Proceedings of the IEEE 11th Annual Computing and Communication Workshop and Conference (CCWC'21), 27-30 January, 2021.
  151. M. Rousi, G. Meditskos, S. Vrochidis, I. Kompatsiaris, "Supporting the Discovery and Reuse of Digital Content in Creative Industries using Linked Data.", in Proceedings of the 15th IEEE International Conference on Semantic Computing, (ICSC 2021), 27-29 January, 2021. http://dx.doi.org/10.1109/ICSC50631.2021.00025
  152. P. Giannakeris, A. Tsanousa, A. Mavropoulos, G. Meditskos, S. Vrochidis, I. Kompatsiaris, "Fusion of Multimodal Sensor Data for Effective Human Action Recognition in the Service of a Medicine-Oriented Platform.", in Proceedings of the 27th International Conference on Multimedia Modelling (MMM2021), Special Session on MULTIMED2021: Multimedia and Multimodal Analytics in the Medical Domain and Pervasive Environments, Prague, Czech Republic, 25-27 January, 2021, (accepted for publication).
  153. I. Gialampoukidis, A. Moumtzidou, M. Bakratsas, S. Vrochidis, I. Kompatsiaris, "A multimodal tensor-based late fusion approach for satellite image search in Sentinel 2 images.", in Proceedings of the 27th International Conference on Multimedia Modeling, Prague, Czech Republic, January 25-27, 2021, (accepted for publication).
  154. K. Peppas, K. Tsiolis, I. Mariolis, A. Topalidou-Kyniazopoulou, D. Tzovaras, "Multi-modal 3D Human Pose Estimation for Human-Robot Collaborative Applications.", in Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition: Joint IAPR International Workshops, S+ SSPR 2020, Padua, Italy, January 21–22, 2021, pp. 355-364.
  155. G. Albanis, N. Zioulis, P. Drakoulis, F. Alvarez, D. Zarpalas, P. Daras, "A Benchmark with Decomposed Distribution Shifts for 360 Monocular Depth Estimation.", in Proceedings of the Conference on Neural Information Processing Systems, 2021.
  156. K. Gkountakos, D. Galanopoulos, M. Mpakratsas, D. Touska, A. Moumtzidou, K. Ioannidis, I. Gialampoukidis, S. Vrochidis, V. Mezaris, I. Kompatsiaris, "ITI-CERTH participation in TRECVID 2020.",in Proceedings of the TRECVID 2020 Workshop, Gaithersburg, MD, USA, December 2020. https://zenodo.org/records/4506490#.YF4NxK8zaUk
  157. V. Megir, G. Sfikas, A. Mekras, C. Nikou, D. Ioannidis, D. Tzovaras, "Salient Object Detection with Pretrained Deeplab and k-Means: Application to UAV-Captured Building Imagery.", in Proceedings of the International Conference on Pattern Recognition, Springer, Cham., January 2021, pp. 477-489.
  158. E. Christakis, Z. Batzos, K. Konstantoudakis, K. Christaki, P. Boutis, D. Sainidis, D. Tsiakmakis, G. Almpanis, T. Dimou, P. Daras, "Low Altitude Image Analysis using Panoptic Segmentation.", in Proceedings of the TREC Video Retrieval Evaluation, 2021.
  159. G. Pavlidis, A. Tsolakis, D. Ioannidis, D. Tzovaras, "Demand Flexibility Estimation Based onHabitual Behaviour and Motif Detection.", in Proceedings of the 25th International Conference on Pattern Recognition (ICPR2020), PRAConBE workshop, Milan, Italy, 10 January, 2021, (accepted).
  160. G. Orfanidis, K. Ioannidis, A. Tefas, S. Vrochidis, I. Kompatsiaris, "A modified Single-Shot multibox Detector for beyond Real-Time Object Detection.", in Proceedings of the 25th International Conference on Pattern Recognition, (ICPR 2020), Milan, Italy, 10 & 15 January 2021, (accepted for publication).
  161. K. Tsiakas, I. Kostavelis, D. Giakoumis, D. Tzovaras, "Road Tracking in Semi-structured Environments Using Spatial Distribution of Lidar Data.", in Proceedings of the ICPR International Workshops and Challenges: Virtual Event, January 10-15, 2021, pp. 432-445.
  162. A. Tsanousa, V. Xefteris, D. Ntioudis, C. Chatzigeorgiou, G. Meditskos, S. Vrochidis, C. Patrikakis, I. Kompatsiris, "Localization module for missing child scenario in IoT safety domains.",in Proceedings of the 39th International Conference on consumer Electronics (IEEE ICCE21), 10-12 January 2021. https://ieeexplore.ieee.org/document/9427769
  163. G. Vella, A. Dimou, D. Gutierrez-Perez, D. Toti, T. Nicoletti, E. La Mattina, F. Grassi, A. Ciapetti, M. McElligott, N. Shahid, P. Daras, "SURVANT: An Innovative Semantics-based Surveillance Video Archives Investigation Assistant.",in Proceedings of the International Conference on Pattern Recognition Workshops, Milan, Italy, January 10-15, 2021.
  164. A. Psaltis, A. Dimou, F. Alvarez, P. Daras, "Flow R-CNN: Flow-enhanced Object Detection.",in Proceedings of the International Conference on Pattern Recognition Workshops, Milan, Italy, January 10-15, 2021.
  165. E. Kafali, N. Vretos, T. Semertzidis, P. Daras, "RobusterNet: Improving Copy-Move Forgery Detection with Volterra-based Convolutions.",in Proceedings of the International Conference on Pattern Recognition, Milan, Italy, January 10-15, 2021. https://doi.org/10.1109/ICPR48806.2021.9412587
  166. G. Orfanidis, K. Ioannidis, A. Tefas, S. Vrochidis, I. Kompatsiaris, "A modified Single-Shot multibox Detector for beyond Real-Time Object Detection.", in Proceedings of the 25th International Conference on Pattern Recognition, (ICPR 2020), Milan, Italy, 10 & 15 January 2021. https://ieeexplore.ieee.org/document/9413300
  167. E. Batziou, P. Alvanitopoulos, K. Ioannidis, I. Patras, S. Vrochidis, I. Kompatsiaris, "Cycle-Consistent Adversarial Networks and Fast Adaptive Bi-dimensional Empirical Mode Decomposition for Style Transfer.", in Proceedings of the 25th International Conference on Pattern Recognition (ICPR2020), Milan, Italy, 10 & 15 January 2021.
  168. P. Avgoustinakis, G. Kordopatis-Zilos, S. Papadopoulos, A. Symeonidis, I. Kompatsiaris, "Audio-based Near-Duplicate Video Retrieval with Audio Similarity Learning.", in Proceedings of the 2020 25th International Conference on Pattern Recognition (ICPR), 2021, pp. 5828-5835.
  169. G. Chantziaras, A. Triantafyllidis, A. Papaprodromou, I. Chatzikonstantinou, D. Giakoumis, A. Tsakiris, K. Votis, D. Tzovaras, "An Augmented Reality-based Remote Collaboration Platform for Worker Assistance.", in Proceedings of the 25th International Conference on Pattern Recognition (ICPR2020), Milan, Italy, January 2021.
  170. G. Tsamis, I. Kostavelis, D. Giakoumis, D. Tzovaras, "Towards life-long mapping of dynamic environments using temporal persistence modeling.", in Proceedings of the 25th International Conference on Pattern Recognition (ICPR2020), Milan, Italy, January 2021.
  171. E. Krasanakis, S. Papadopoulos, I. Kompatsiaris, "Applying fairness constraints on graph node ranks under personalization bias.", in Proceedings of the Ninth International Conference on Complex Networks and Their Applications, COMPLEX NETWORKS, vol. 2, 2021, pp. 610-622.
  172. K. Georgiadis, D. Adamos, S. Nikolopoulos, N. Laskaris, I. Kompatsiaris, "A graph-theoretic sensor-selection scheme for covariance-based Motor Imagery (MI) decoding.", in Proceedings of the 28th European Signal Processing Conference (EUSIPCO), January, 2021, pp. 1234-1238.
  173. M. Siavvas, I. Kalouptsoglou, D. Tsoukalas, D. Kehagias, "A self-adaptive approach for assessing thecriticality of security-related static analysis alerts.", in Proceedings of the 21st International Conference on Computational Science and Applications (ICCSA 2021), 2021.
  174. M. Mathioudaki, D. Tsoukalas, M. Siavvas, D. Kehagias, "Technical Debt Forecasting based on Deep Learning Techniques.", in Proceedings of the 21st International Conference on Computational Science and Its Applications (ICCSA 2021), 2021.
  175. K. Apostolidis, V. Mezaris, "A Web Service for Video Smart-Cropping", Proc. IEEE Int. Symposium on Multimedia (ISM), Dec. 2021. DOI:10.1109/ISM52913.2021.00011.
  176. E. Zell, F. Castan, S. Gasparini, A. Hilsmann, M. Kazhdan, A. Tagliasacchi, D. Zarpalas, N. Zioulis, "Volumetric Video - Acquisition, Compression, Interaction and Perception.",in Proceedings of the Eurographics Conferences (Virtual), 2021. https://doi.org/10.2312/egt.20211035

Κεφάλαια Βιβλίων

  1. N. Mengidis, T. Tsikrika, S. Vrochidis, I. Kompatsiaris, "Cybersecurity in Next Generation Energy Grids: Challenges and Opportunities for Blockchain and AI Technologies.", in Digital Transformation, Cyber Security and Resilience of Modern Societies, T. Tagarev, K. T. Atanassov, V. Kharchenko, and J. Kacprzyk, Eds. Studies in Big Data, vol 84. Springer, Cham, pp. 299-314. https://doi.org/10.1007/978-3-030-65722-2_18
  2. E. Kafali, K. Zafirouli, K. Karageorgos, T. Semertzidis, P. Daras, "Cyber-physical Adversarial Attacks and Countermeasures for Deep Learning Vision Systems on Critical Infrastructures.", in Cyber-Physical Threat Intelligence for Critical Infrastructures Security: Securing Critical Infrastructures in Air Transport, Water, Gas, Healthcare, Finance and Industry, J. Soldatos, I. Praca, and A. Jovanovic, Eds. Boston-Delft: Now Publishers, 2021, doi: https://dx.doi.org/10.1561/9781680838237
  3. K. Ioannidis, G. Orfanidis, M. Krestenitis, S. Vrochidis, I. Kompatsiaris, "Sensor Data Fusion and Autonomous Unmanned Vehicles for the Protection of Critical Infrastructures.", in Terahertz (THz), Mid Infrared (MIR) and Near Infrared (NIR) Technologies for Protection of Critical Infrastructures Against Explosives and CBRN, NATO Science for Peace and Security Series B: Physics and Biophysics, Springer Netherlands, 2021, pp. 3–17.
  4. K. Gkountakos, K. Ioannidis, T. Tsikrika, S. Vrochidis, I. Kompatsiaris, "Visual Recognition of Abnormal Activities in Video Streams.", in Technology Development for Security Practitioners, Cham: Springer International Publishing, pp. 151-165. https://zenodo.org/records/3819818#.X41ajMBS9PY
  5. P. Kostelnik, M. Koutli, V. Oravec, "Mastering the IoT with the VICINITY Platform.", in IoT Platforms, Use Cases, Privacy, and Business Models, C. Zivkovic, Y. Guan, and C. Grimm, Eds. Springer, 2021, pp. 185-222. https://www.springer.com/gp/book/9783030453152
  6. C.P. Escribano, N. Theologou, M. Likar, A. Tryferidis, D. Tzovaras, "Business Models and Use Cases for the IoT.", in IoT Platforms, Use Cases, Privacy, and Business Models, C. Zivkovic, Y. Guan, and C. Grimm, Eds. Springer, 2021, pp. 51-80. https://www.springer.com/gp/book/9783030453152
  7. A. Apaolaza, T. Backes, S. Barthold, I. Bienia, T. Blume, C. Collyda, A. Fessl, S. Gottfried, P. Grunewald, F. Gunther, T. Koehler, R. Lorenz, M. Heinz, S. Herbst, V. Mezaris, C. Nishioka, A. Pournaras, V. Sabol, A. Saleh, A. Scherp, I. Simic, A. Skulimowski, I. Vagliano, M. Vigo, M. Wiese, T. Draksler, "MOVING: A User-Centric Platform for Online Literacy Training and Learning.", in e-Science: Open, Social and Virtual Technology for Research Collaboration, C. Koschtial, T. Koehler, and C. Felden, Eds. Springer, Progress in IS series, 2021, pp. 77-97, doi: 10.1007/978-3-030-66262-2_6.