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Δημοσιεύσεις σε Περιοδικά

  1. G. Albanis, V. Gkitsas, N. Zioulis, S. Onsori-Wechtitsch, R. Whitehand, P. Ström, D. Zarpalas, "An AI-based system offering automatic DR-enhanced AR for indoor scenes". International Conference on Artificial Intelligence and Virtual Reality (AIVR), Virtual. (2022).
  2. S. Andreadis, I. Gialampoukidis, A. Manconi, D. Cordeiro, V. Conde, M. Sagona, F. Brito, N. Pantelidis, T. Mavropoulos, N. Grosso, S. Vrochidis, I. Kompatsiaris, "Earthquakes: from Twitter detection to EO data processing", IEEE Geoscience and Remote Sensing Letters, 2022 (accepted for publication).
  3. G. Antzoulatos, I. Kouloglou, M. Bakratsas, A. Moumtzidou, I. Gialampoukidis, A. Karakostas, F. Lombardo, R. Fiorin, D. Norbiato, M. Ferri, A. Symeonidis, S. Vrochidis, I. Kompatsiaris, "Flood Hazard and Risk Mapping by Applying an Explainable Machine Learning Framework Using Satellite Imagery and GIS Data." Special Issue: Environmental Water Monitoring for Sustainable Development in Urban and Rural Areas of Sustainability, Volume 14, Issue 6, 2022. DOI: 10.3390/su14063251.
  4. P. Charalampous, N. Kladovasilakis, I. Kostavelis, K. Tsongas, D. Tzetzis, D. Tzovaras, "Machine Learning-based Mechanical Behavior Optimization of 3D Print Constructs Manufactured via the FFF Process", Journal of Materials Engineering and Performance, Springer, 2022.
  5. I. Kostavelis, A. Kargakos, E. Skartados, G. Peleka, D. Giakoumis, I. Sarantopoulos, I. Agriomallos, Z. Doulgeri, S. Endo, H. Stüber, F. Janjoš, S. Hirche, D. Tzovaras, "Robotic Assistance in Medication Intake: A Complete Pipeline", Applied Sciences, 12(3), 1379, 2022
  6. C. Lamprakos, C. Marantos, M. Siavvas, L. Papadopoulos, A. Tsintzira, A. Ampatzoglou, A. Chatzigeorgiou, D. Kehagias, D. Soudris, "Translating Quality-Driven Code Change Selection to an Instance of Multiple-Criteria Decision Making", Information and Software Technology, Elsevier, 2022.
  7. I. Lazarou, K. Georgiadis, S. Nikolopoulos, V. Oikonomou, T. Stavropoulos, A. Tsolaki, I. Kompatsiaris, M. Tsolaki and the RADAR-AD Consortium, "Exploring network properties across preclinical stages of Alzheimer’s Disease using a visual short-term memory and attention task with high-density EEG: A brain-connectome neurophysiological study", Journal of Alzheimer’s Disease, Feb 2022 (accepted)
  8. L. Nixon, J. Foss, K. Apostolidis, V. Mezaris, "Data-driven personalisation of Television Content: A Survey", Multimedia Systems Journal (Springer), 2022. DOI:10.1007/s00530-022-00926-6.
  9. I. Nwankwo, M. Stauch, P. Radoglou-Grammatikis, P. Sarigiannidis, G. Lazaridis, A. Drosou, D. Tzovaras, "Data Protection and Cybersecurity Certification Activities and Schemes in the Energy Sector." Electronics. 2022; 11(6):965. https://doi.org/10.3390/electronics11060965
  10. L. Papadopoulos, S. Soudris, C. Kessler, A. Ernstsson, J. Ahlqvist, N. Vasilas, A. Papadopoulos, P. Seferlis, C. Prouveur, M. Haefele, S. Thibault, A. Salamanis, T. Ioakimidis, D. Kehagias, "EXA2PRO: A Framework for High Development Productivity on Heterogeneous Computing Systems", IEEE Transactions on Parallel and Distributed Systems, 33 (4), 792-804 (2022)
  11. A. Protogerou, E. Kopsacheilis, A. Mpatziakas, K. Papachristou, T. Theodorou, S. Papadopoulos, A. Drosou, D. Tzovaras, "Time Series Network Data Enabling Distributed Intelligence. A Holistic IoT Security Platform Solution", Electronics 11, no. 4: 529, 2022. https://doi.org/10.3390/electronics11040529
  12. S. Segkouli, G. Fico, C. Vera-Muñoz, M. Lecumberri, A. Voulgaridis, A. Triantafyllidis, P. Sala, S. Nunziata, N. Campanini, E. Montanari, S. Morton, A. Duclos, F. Cocchi, M. Nava, T. Lorenzo, E. Chalkia, M. Loukea, J. Colomer, G. Dafoulas, S. Guillén, M. Waldmeyer, K. Votis, "Ethical Decision Making in Iot Data Driven Research: A Case Study of a Large-Scale Pilot", MDPI, Healthcare (Basel), 2022 May 23;10(5):957, doi: 10.3390/healthcare10050957.
  13. A. Triantafyllidis, H. Kondylakis, D. Katehakis, A. Kouroubali, L. Koumakis, K. Marias, A. Alexiadis, K. Votis, D. Tzovaras, "Deep Learning in mHealth for Cardiovascular Disease, Diabetes, and Cancer: Systematic Review", JMIR Mhealth Uhealth. 2022 Apr 4;10(4):e32344. doi: 10.2196/32344. PMID: 35377325; PMCID: PMC9016515.
  14. K. Tsolaki, T. Vafeiadis, A. Nizamis, D. Ioannidis, D. Tzovaras, "Utilizing machine learning on freight transportation and logistics applications: A review." ICT Express, 2022
  15. D. Tsoukalas, N. Mittas, A. Chatzigeorgiou, D. Kehagias, A. Ampatzoglou, T. Amanatidis, L. Angelis, "Machine Learning for Technical Debt Identification", IEEE Transactions on Software Engineering (accepted for publication)(2022)
  16. N. Zioulis, G. Albanis, P. Drakoulis, F. Alvarez, D. Zarpalas, P. Daras, "Hybrid Skip: A Biologically Inspired Skip Connection for the UNet Architecture", IEEE Access, ΙΕΕΕ, pp.TBA.(2022). https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9775970
  17. 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, Elsevier, pp.269-285.(2022).
  18. S. Zygouris, S. Segkouli, A. Triantafyllidis, D. Giakoumis, M. Tsolaki, K. Votis, D. Tzovaras, "Usability of the Virtual Supermarket Test for Older Adults with and without Cognitive Impairment", Journal of Alzheimer's Disease Reports, Preprint, 1-6, 2022. https://doi.org/10.3233/ADR-210064

Δημοσιεύσεις σε Συνέδρια

  1. A. Alexiadis, A. Nizamis, D. Giakoumis, K. Votis, D. Tzovaras, "A Sensor-Independent Multimodal Fusion Scheme for Human Activity Recognition", CPRAI 2022 - 3rd International Conference on Pattern Recognition and Artificial Intelligence, Paris, France, June 2022
  2. N. Anagnostakis, G. Kastrinaki, C. Pagkoura, E. M. Pechlivani, N. Kladovasilakis, S. Petrakis, I. Gkekas, V. Zaspalis, A. Asimakopoulou, "Synthesis and Characterization of 3-D Alumina Scaffolds for Human Neural Precursor Cells Tissue-Like Applications", 13th Panhellenic Scientific Conference of Chemical Engineering, June 2-4, 2022, Patra, Greece
  3. S. Andreadis, M. Elias, T. Mavropoulos, C. Papadopoulos, N. Pantelidis, I. Gialampoukidis, S. Vrochidis, I. Kompatsiaris, "SPARQL querying for validating the usage of automatically georeferenced social media data as human sensors for air quality", 2022 IEEE 14th Image, Video, and Multidimensional Signal Processing Workshop (IVMSP 2022), 26-29 June 2022, Nafplio, Greece (accepted for publication).
  4. S. Andreadis, A. Moumtzidou, D. Galanopoulos, N. Pantelidis, K. Apostolidis, D. Touska, K. Gkountakos, M. Pegia, I. Gialampoukidis, S. Vrochidis, V. Mezaris, I. Kompatsiaris, "VERGE in VBS 2022", Proc. 28th Int. Conf. on Multimedia Modeling (MMM), Phu Quoc, Vietnam, June 2022.
  5. S. Andreadis, N. Pantelidis, I. Gialampoukidis, S. Vrochidis, I. Kompatsiaris, "Water quality issues: Can we detect a creeping crisis with social media data?", 2022 IEEE Symposium on Computers and Communications (ISCC), 30 June - 3 July 2022, Rhodes, Greece (accepted for publication).
  6. E. Apostolidis, G. Balaouras, V. Mezaris, I. Patras, "Summarizing videos using concentrated attention and considering the uniqueness and diversity of the video frames", Proc. ACM Int. Conf. on Multimedia Retrieval (ICMR’22), Newark, NJ, USA, June 2022.
  7. W. Bailer, V. Gkitsas, P. Drakoulis, R. Huemer, D. Zarpalas, "Indoor Planning Using Diminished and Augmented Reality", 1st Int. Workshop on Analytics, Learning & Collaboration in eXtended Reality, IMX XRWALC 2022, Virtual. (2022).
  8. M. Caballero, D. Kavallieros, A. Spyros, A. Tavernarakis, A. Tziouvaras, S. Bonacina, K. Chandrarmouli, M. Coroiu, L. Chen, T. Dounia, I. Giannoulakis, N. Gligoricx, E. Kafetzakis, T. Kasig, V. Koumaras, T. Krousarlis, K. Lapidaki, A. Markakis, S. Marin, M. Manulis, S. Menesidou, S. Nifakos, L. Meng, S. Mhiri, M. Nat, K. Ntafloukas, D. Oniga, D. Papamartzivanos, S. Papastergiou, K. Sanchez, C. Sakkas, K. Stelliou, L. Trujillo, T. Tsikrika, E. Venegas, S. Vrochidis, D. Xydias, "ICT in Healthcare: the role of IoT and the SECANT solution", 2022 IEEE International Conference on Cyber Security and Resilience, Virtual Conference, 27-29 July, 2022, (accepted for publication).
  9. I. Chatzikonstantinou, A. Papaprodromou, M. Loeck, R. Carreton, S. Segkouli, A. Triantafyllidis, D. Giakoumis, K. Votis, D. Tzovaras, "Shift Scheduling for the Effective Management of the Ageing Workforce", Universal Access in Human-Computer Interaction. Novel Design Approaches and Technologies: 16th International Conference, UAHCI 2022, Held as Part of the 24th HCI International Conference, HCII 2022, Virtual Event, June 26 – July 1, 2022, Proceedings
  10. K. Chatzistavros, T. Pistola, S. Diplaris, K. Ioannidis, S. Vrochidis & I. Kompatsiaris, "Sentiment analysis on 2D images of urban and indoor spaces using deep learning architectures", In 19th International Conference on Content-based Multimedia Indexing (CBMI 2022), 14-16 September, 2022 (accepted for publication).
  11. M. Ferri, F. Lombardo, D. Norbiato, A. Moumtzidou, A. Karakostas, S. Vrochidis, I. Kompatsiaris, "Exploring the potential of innovative methods for integrated water and flood risk management in the Oriental Alpes river district: the aqua3S approach".WMS-EXPO2020: Water Resources Management and Sustainability: Solutions for Arid Regions, Dubai Exhibition Center (DEC), Dubai, UAE, March 22-24, 2022.
  12. C. Iliou, T. Kostoulas, T. Tsikrika, V. Katos, S. Vrochidis, I. Kompatsiaris, "Web Bot Detection Evasion Using Deep Reinforcement Learning", In Proceedings of the 17th International Conference on Availability, Reliability and Security (ARES 2022), ACM, 23-26 Aug, 2022 (accepted for publication).
  13. A. Koufakis, T. Tsikrika, S. Vrochidis, I. Kompatsiaris, "M4D-MKLab/ITI-CERTH Participation in TREC Deep Learning Track 2021.", Text REtrieval Conference (TREC) (2022, March 1).
  14. P. Kyriakidis, D. Chatzakou, T. Tsikrika, S. Vrochidis, I. Kompatsiaris, "Leveraging Transformer Self Attention Encoder for Crisis Event Detection in Short Texts", 44th European Conference on Information Retrieval (ECIR2022), Stavanger, Norway, 10-14 April, 2022, (accepted for publication).
  15. I. Lazarou, T. Stavropoulos, L. Mpaltadoros, M. Grammatikopoulou, S. Nikolopoulos, I. Kompatsiaris, M. Tsolaki, "Monitoring daily activity of people living with cognitive impairment using wearable sensors and a tailored platform for health-care professionals: A long-term observational study", 35th Global Conference of Alzheimer's Disease International, June 2022, London, U.K and online event (οral presentation)
  16. E. Lithoxoidou, R. Mastoras, A. Papaprodromou, C. Georgiadis, P. Abril Jimenez, S. Gonzalez, M. Cabrera-Umpierrez, M. Loeck, R. Carreton, S. Segkouli, A. Triantafyllidis, D. Giakoumis, K. Votis, D. Tzovaras, "A Virtual Coach and a Worker Dashboard to Promote Well-Being and Workability: An Acceptance Study", Conference paper, First Online: 16 June 2022
  17. D. Mantsis, M. Bakratsas, K. Vlachos, A. Moumtzidou, I. Gialampoukidis, S. Vrochidis, I. Kompatsiaris, "Detection of oil spills in an inland lake using Multi-Spectral Satellite Images", 2022 Living Planet Symposium, 23-27 May 2022, Bonn, Germany (poster presentation).
  18. C. Marantos, M. Siavvas, D. Tsoukalas, C. Lamprakos, L. Papadopoulos, P. Boryszko, K. Filus, J. Domanska, A. Ampatzoglou, A. Chatzigeorgiou, E. Gelenbe, D. Kehagias, D. Soudris, "SDK4ED: One-click platform for Energy-aware, Maintainable and Dependable Applications", 25th Design, Automation and Test in Europe Conference (DATE '22), Belgium, 2022.
  19. P. Masa, G. Meditskos, S. Kintzios, S. Vrochidis, I. Kompatsiaris, "Ontology-based Modelling and Reasoning for Forest Fire Emergencies in Resilient Societies", 12th EETN Conference on Artificial Intelligence (SETN 2022), September 7-9 2022, Corfu, Greece (accepted for publication).
  20. M. Ntemi, S. Paraschos, A. Karakostas, I. Gialampoukidis, S. Vrochidis, I. Kompatsiaris, "Infrastructure monitoring and quality diagnosis in CNC machining: A review.", CIRP Journal of Manufacturing Science and Technology, Elsevier, 2022 (accepted for publication).
  21. A. Panagiotopoulos, G. Kordopatis-Zilos, S. Papadopoulos, "Leveraging Selective Prediction for Reliable Image Geolocation", arXiv preprint arXiv:2111. 11952, 2022 (accepted for publication in MMM 2022)
  22. K. Pantelidou, D. Chatzakou, T. Tsikrika, S. Vrochidis, I. Kompatsiaris, "Selective Word Substitution for Contextualized Data Augmentation". In Proc. of the 27th International Conference on Natural Language & Information Systems (NLDB), Valencia, Spain, 15-17 June 2022 accepted for publication).
  23. A. Papadimitriou, I. Kleitsiotis, I. Kostavelis, I. Mariolis, D. Giakoumis, S. Likothanassis, D. Tzovaras, "Loop Closure Detection and SLAM in Vineyards with Deep Semantic Cues", 2022 IEEE International Conference on Robotics and Automation (ICRA 2022), May 2022, Philadelphia, USA
  24. T. Papadimos, S. Andreadis, V. Sitokonstantinou, A. Koukos, G. Choumos, I. Gialampoukidis, S. Vrochidis, C. Kontoes, I. Kompatsiaris, "Filling Cloud Gaps on Optical Time-Series through Optical and SAR Data Fusion for Cropland Monitoring", 2022 Living Planet Symposium, 23-27 May 2022, Bonn, Germany (accepted for poster presentation).
  25. T. Papadimos, N. Pantelidis, S. Andreadis, A. Bozas, I. Gialampoukidis, S. Vrochidis, I. Kompatsiaris, "Real-time Alert Framework for Fire Incidents Using Multimodal Event Detection on Social Media Streams", 19th International Conference on Information Systems for Crisis Response and Management, 22-25 May 2022, Tarbes, France (accepted for publication).
  26. A. Papoutsis, C. Iliou, D. Kavallieros, T. Tsikrika, S. Vrochidis, I. Kompatsiaris, "Host-based Cyber Attack Pattern Identification on Honeypot Logs Using Association Rule Learning", 2022 IEEE International Conference on Cyber Security and Resilience, Virtual Conference, 27-29 July,2022, (accepted for publication).
  27. E. M. Pechlivani, G. Kastrinaki, C. Zisis, A. Asimakopoulou, D. Koutsonikolas, D. Tzovaras, E. Kikkinides, "Development of 3D printed ceramic monolithic structures and membranes for gas separation applications", Materials Today: Proceedings, Nanotexnology 2022, 2 - 9 July 2022, Thessaloniki, Greece
  28. E. M. Pechlivani, L. Melidis, A. Kampouris, K. Katakalos, T. Kontodina, D. Tzovaras, A. Konstantinidis, "3D Printed Inconel mechanical response related to Volumetric Energy Density", Materials Today: Proceedings, Nanotexnology 2022, 2 - 9 July 2022, Thessaloniki, Greece
  29. M. Pegia, A. Moumtzidou, I. Gialampoukidis, B. Johnsson, S. Vrochidis, I. Kompatsiaris, "BiasHash: A Bayesian Hashing Framework for Image Retrieval", 2022 IEEE 14th Image, Video, and Multidimensional Signal Processing Workshop (IVMSP 2022), 26-29 June 2022, Nafplio, Greece (accepted for publication).
  30. T. Pistola, N. Georgakopoulou, A. Shvets, K. Chatzistavros, V. Xefteris, A. García, I. Koulalis, S. Diplaris, L. Wanner, I. Kompatsiaris, "Imageability-based Multi-modal Analysis of Urban Environments for Architects and Artists", In 2nd International Workshop on Fine Art Pattern Extraction and Recognition (FAPER 2022). 23-24 May, 2022 (accepted for publication).
  31. M. Sdraka, I. Papoutsis, B. Psomas, K. Vlachos, K. Ioannidis, K. Karantzalos, I. Gialampoukidis, S. Vrochidis, "Deep Learning for Remote Sensing Image Downscaling: Fusion and Super-Resolution", IEEE Geoscience and Remote Sensing Magazine, 2022 (accepted for publication).
  32. A. Spyros, A. Papoutsis, I. Koritsas, N. Mengidis, C. Iliou, D. Kavallieros, T. Tsikrika, S. Vrochidis, I. Kompatsiaris, "Towards Continuous Enrichment of Cyber Threat Intelligence: A Study on a Honeypot Dataset", 2022 IEEE International Conference on Cyber Security and Resilience, Virtual Conference, 27-29 July, 2022, (accepted for publication).
  33. Z. Vasileiou, G. Meditskos, S. Vrochidis, N. Bassiliades, "An Explainable Multimodal Fusion Approach for Mass Casualty Incidents", the 4th International Workshop on Machine Learning and Knowledge Graphs At International Conference on Database and Expert Systems Applications, DEXA 2022, August 22, 2022, Vienna, Austria (accepted for publication).
  34. K. Vlachos, A. Moumtzidou, I. Gialampoukidis, S. Vrochidis, I. Kompatsiaris, "A tempοral Deep Convolutional Neural Network model on Sentinel-1 Image Time Series for pixel-wise Flood Classification", 2022 IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2022), 17-22 July 2022, Physical, IEEE. (accepted for publication).
  35. E. Zacharaki, A. Triantafyllidis, R. Carretón, M. Loeck, I. Michalellis, G. Michalakis, G. Chantziaras, S. Segkouli, D. Giakoumis, K. Moustakas, K. Votis, D. Tzovaras, "A user evaluation study of augmented and virtual reality tools for training and knowledge transfer", Universal Access in Human-Computer Interaction. User and Context Diversity: 16th International Conference, UAHCI 2022, Held as Part of the 24th HCI International Conference, HCII 2022, Virtual Event, June 26 – July 1, 2022, Proceedings, Part IIJun 2022 Pages 291–304 https://doi.org/10.1007/978-3-031-05039-8_21

Κεφάλαια Βιβλίων

  1. R. Karlović, H. Nitsch, E. Fikenscher, D. Osterman, S. Menexis, T. Tsikrika, S. Vrochidis, I. Kompatsiaris, A. Sahar, "The Threat of Behavioral Radicalization Online: Conceptual Challenges and Technical Solutions Provided by the PROPHETS (Preventing Radicalization Online through the Proliferation of Harmonized ToolkitS) Project". In G. Markarian, R. Karlovic, H. Nitsch and K. Chandramouli (eds.) Security Technologies and Social Implications: A European Perspective. (2022)(accepted for publication).