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Δημοσιεύσεις ΙΠΤΗΛ

Δημοσιεύσεις σε Περιοδικά

  1. G. Aivatoglou, M. Anastasiadis, G. Spanos, A. Voulgaridis, K. Votis, D. Tzovaras, L. Angelis, "A RAkEL-based methodology to estimate software vulnerability characteristics & score-an application to EU project ECHO", "Multimedia Tools and Applications", Volume 81, Issue 7, pages 9459-9479, 2022, doi.org/10.1007/s11042-021-11073-x
  2. 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).
  3. 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, Volume 19, 14 February 2022, DOI: 10.1109/LGRS.2022.3149541
  4. G. Angelis, C. Timplalexis, S. Krinidis, D. Ioannidis, D. Tzovaras, "NILM applications: Literature review of learning approaches, recent developments and challenges", Elsevier Energy and Buildings, Vol. 261, 2022, 111951, doi.org/10.1016/j.enbuild.2022.111951
  5. 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.
  6. K. Apostolidis, V. Mezaris, M. Papadogiorgaki, E.S. Bei, G. Livanos, M.E. Zervakis, "Content and Other Resources Recommendations for Individuals with Intellectual Disability: A Review", Electronics, vol. 11, no. 21:3472, Oct. 2022. DOI: https://doi.org/10.3390/electronics11213472
  7. 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.
  8. A. Dimara, D. Triantafyllidis, S. Krinidis, N. Ntaras, O. Koutsogianni, G. Tsoukos, A. Giannopoulos, K. Kitsikoudis, D. Ioannidis, M. Zarkadoula, A. Bizakis, S. Antypas, G. Georgios, D. Tzovaras, "A low-cost business-oriented seaport energy effective management platform", International Journal of Applied Power Engineering (IJAPE), Vol 11, No 1, pp. 62-90, March 2022, DOI: 10.11591/ijape.v11i1.pp62-90
  9. A. Dimara, V. Vasilopoulos, S. Krinidis, D. Tzovaras, "NRG4-U: a novel home energy management system for a unique load profile", Energy Sources, Part A: Recovery, Utilization, and Environmental Effects, Vol: 44:1, pp. 353-378, 2022, DOI: 10.1080/15567036.2022.2035018
  10. N. Gkalelis, D. Daskalakis, V. Mezaris, "ViGAT: Bottom-up event recognition and explanation in video using factorized graph attention network", IEEE Access, vol. 10, pp. 108797-108816, 2022. DOI:10.1109/ACCESS.2022.3213652.
  11. I. Kalouptsoglou, M. Siavvas, D. Kehagias, A. Chatzigeorgiou, A. Ampatzoglou, "Examining the Capacity of Text Mining and Software Metrics in Vulnerability Prediction", Entropy. 5;24(5):651, 2022.
  12. I. Kalouptsoglou, D. Tsoukalas, M. Siavvas, D. Kehagias, A. Chatzigeorgiou, A. Ampatzoglou, "Time Series Forecasting of Software Vulnerabilities Using Statistical and Deep Learning Models". Electronics. 11(18):2820, 2022.
  13. C. Korkas, A. Dimara, I. Michailidis, S. Krinidis, R. Marin-Perez, A. García, A. Skarmeta, K. Kitsikoudis, E. Kosmatopoulos, C. Anagnostopoulos, D. Tzovaras, "Integration and Verification of PLUG-N-HARVEST ICT Platform for Intelligent Management of Buildings", MDPI Energies, Vol. 15, No 22, 2610. April 2022, doi.org/10.3390/en15072610
  14. 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
  15. M. Krestenitis , E. Raptis , A. Kapoutsis , K. Ioannidis , E. Kosmatopoulos , S. Vrochidis , I. Kompatsiaris , "CoFly-WeedDB: A UAV image dataset for weed detection and species identification", Data in Brief, December 2022, doi: https://doi.org/10.1016/j.dib.2022.108575 (accepted for publication).
  16. 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.
  17. 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;87(2):643-664. doi: 10.3233/JAD-215421.
  18. 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.
  19. D. Ntioudis, P. Masa, A. Karakostas, G. Meditskos, S. Vrochidis, I. Kompatsiaris, "Ontology-Based Personalized Job Recommendation Framework for Migrants and Refugees." Big Data and Cognitive Computing. 2022; 6(4):120. https://doi.org/10.3390/bdcc6040120
  20. 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
  21. 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)
  22. S. Polymeni, E. Athanasakis, G. Spanos, K. Votis, D. Tzovaras, "IoT-based prediction models in the environmental context: A systematic Literature Review", Internet of Things, Volume 20, 2022, doi.org/10.1016/j.iot.2022.100612
  23. 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
  24. 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.
  25. M. Siavvas, D. Tsoukalas, M. Jankovic, D. Kehagias, D. Tzovaras, "Technical debt as an indicator of software security risk: a machine learning approach for software development enterprises", Enterprise Information Systems. 16(5):1824017, 2022.
  26. S. Symeonidis, G. Meditskos, S. Vrochidis, K. Avgerinakis, J. Derdaele, M. Vergauwen, M. Bassier, A. Moghnieh, L. Fraguada, V. Vogler, Y. Shekhawat, L. Wanner, M. Marimon, K. Valsamidou, P. Koulali, A. Tellios, J. Wuyts, E. Lopez, "V4Design: Intelligent analysis and integration of multimedia content for Creative Industries", IEEE Systems journal (accepted for publication)
  27. C. Timplalexis, G. Angelis, S. Krinidis, D. Ioannidis, D. Tzovaras, "Low frequency residential non-intrusive load monitoring based on a hybrid feature extraction tree-learning approach", Energy Sources, Part A: Recovery, Utilization, and Environmental Effects, vol: 44:1, pp. 493-514, 2022, DOI: 10.1080/15567036.2022.2046663
  28. 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.
  29. K. Tsolaki, T. Vafeiadis, A. Nizamis, D. Ioannidis, D. Tzovaras, "Utilizing machine learning on freight transportation and logistics applications: A review." ICT Express, 2022
  30. 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)
  31. N. Vasilas, A. Papadopoulos, L. Papadopoulos, A. Salamanis, P. Kazepidis, D. Soudris, D. Kehagias, P. Seferlis, "Approximate Computing, Skeleton Programming and Run-Time Scheduling in an Algorithm for Process Design and Controllability in Distributed and Heterogeneous Infrastructures", Computers & Chemical Engineering, 107874, 2022.
  32. V. Xefteris, A. Tsanousa, N. Georgakopoulou, S. Diplaris, S. Vrochidis, I. Kompatsiaris, "Graph Theoretical Analysis of EEG Functional Connectivity Patterns and Fusion with Physiological Signals for Emotion Recognition.", Sensors 2022, 22, 8198. https://doi.org/10.3390/s22218198
  33. 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
  34. 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).
  35. 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. M. Anastasiadis, G. Aivatoglou, G. Spanos, A. Voulgaridis, K. Votis, "Combining text analysis techniques with unsupervised machine learning methodologies for improved software vulnerability management" In 2022 IEEE International Conference on Cyber Security and Resilience (CSR), pages 273-278, July 2022
  4. 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. **DOI:** [10.1109/IVMSP54334.2022.9816191](https://doi.org/10.1109/IVMSP54334.2022.9816191)
  5. 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", In Proceedings of the 28th International Conference on Multimedia Modelling (MMM2022), Phu Quoc, Vietnam, 6-10 June, 2022.
  6. S. Andreadis, N. Pantelidis, I. Gialampoukidis, S. Vrochidis, I. Kompatsiaris, "Water quality issues: Can we detect a creeping crisis with social media data?", In the proceedings of the 27th IEEE Symposium on Computers and Communications (IEEE ISCC 2022), 30 June - 3 July 2022, Rhodes, Greece
  7. E. Antypas, G. Spanos, A. Lalas, K. Votis, D. Tzovaras, "Estimated Time of Arrival in Autonomous Vehicles Using Gradient Boosting: Real-life case study in public transportation", In 2022 IEEE International Smart Cities Conference (ISC2), pages, 1-7, September 2022
  8. 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.
  9. 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).
  10. G. Begkas, P. Giannakeris, K. Ioannidis, G. Kalpakis, T. Tsikrika, S. Vrochidis, I. Kompatsiaris, "Automatic Visual Recognition of Unexploded Ordnances Using Supervised Deep Learning." In Proceedings of the 2022 International Conference on Multimedia Retrieval, Newark, NJ, USA, June 27-30, 2022 (pp. 286-294). https://doi.org/10.1145/3512527.3531383
  11. 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". In Proceedings of the 2022 IEEE International Conference on Cyber Security and Resilience (CSR), 27-29 July, 2022, pp. 104-111, doi: 10.1109/CSR54599.2022.9850319.
  12. 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
  13. 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), Graz, Austria,14-16 September, 2022.
  14. G. Christainas, A. Kampyli, D. Kehagias, M. Kyrkou, S. Kontogiannis, P. Machaira, A. Paraskevopoulos, A. Salamanis, P. Spanidis, N. Zacharatos, C. Zaroliagis, "SocialPark: An integrated Parking-as-a-Service platform for facilitating search of vacant parking lots based on crowd-sourced Information", 14th ITS European Congress, Toulouse, France, 30 May-1 June 2022
  15. G. Christainas, D. Kehagias, A. Salamanis, P. Spanidis, M. Kyrkoy, D. Tzovaras, "An innovative crowdsourcing framework for reporting free parking spots in urban traffic networks", 6th Conference on Sustainable Urban Mobility 2022 (CSUM 2022), Smart Energy for Smart Transport, Skiathos Island, Greece, 31 August – 2 September 2022
  16. A. Dimara, A. Kyrtsoglou, I. Michailidis, S. Krinidis, E. Kosmatopoulos, D. Ioannidis, C. Anagnostopoulos, D. Tzovaras, "Environmental Feature Correlation and Meta-analysis for Occupancy Detection - A Real-Life Assessment", 18th International Conference on Artificial Intelligence Applications and Innovations (AIAI’22), Crete, Greece, 17-20 June 2022
  17. N. Dourvas, A. Papagianni, I. Koulalis, K. Ioannidis, S. Vrochidis, I. Kompatsiaris, "An early-warning system for fire spreading by monitoring simple climate conditions and combining Cellular Automata with Digital Twins," 2022 IEEE International Workshop on Metrology for Living Environment (MetroLivEn), 2022, pp. 252-257, doi: 10.1109/MetroLivEnv54405.2022.9826950.
  18. 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.
  19. D. Galanopoulos, V. Mezaris, "Are All Combinations Equal? Combining Textual and Visual Features with Multiple Space Learning for Text-Based Video Retrieval", Proc. ECCV 2022 Workshop on AI for Creative Video Editing and Understanding (CVEU), Oct. 2022.
  20. K. Georgiadis, A. Nizamis, T. Vafeiadis, D. Ioannidis, D. Tzovaras, "Production Scheduling Optimization enabled by Digital Cognitive Platform" in International Conference on Industry Sciences and Computer Science Innovation (iSCSi 2022), March 2022, Porto, Portugal
  21. I. Gialampoukidis, S. Andreadis, N. Pantelidis, S. Hayat, L. Zhong, M. Bakratsas, D. Hoppe, S. Vrochidis, I. Kompatsiaris, "Parallel DBSCAN-Martingale estimation of the number of concepts for automatic satellite image clustering", In Proceedings of the 28th International Conference on Multimedia Modelling (MMM2022), Phu Quoc, Vietnam, 6-10 June, 2022.
  22. I. Gkartzonika, N. Gkalelis, V. Mezaris, "Learning Visual Explanations for DCNN-Based Image Classifiers Using an Attention Mechanism", Proc. ECCV 2022 Workshop on Vision with Biased or Scarce Data (VBSD), Oct. 2022
  23. K. Gkountakos, D. Galanopoulos, D. Touska, K. Ioannidis, S. Vrochidis, V. Mezaris, I. Kompatsiaris, "ITI-CERTH participation in ActEV and AVS Tracks of TRECVID 2022", Proc. TRECVID 2022 Workshop, Gaithersburg, MD, USA, Dec. 2022.
  24. 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, doi: 10.1145/3538969.3538994.
  25. A. Kokkalas, A. Patenidis, E. Stathopoulos, E. Mitsopoulou, S. Diplaris, K. Papadopoulos, S. Vrochidis, K. Votis, D. Tzovaras, I. Kompatsiaris, "e-Tracer: a Smart, Personalized and Immersive Digital Tourist Software System", 2022, In Proceedings of The 24th International Conference on Information Integration and Web Intelligence (iiWAS2022), 28-30 November 2022, Online, (Accepted for Publication)
  26. A. Kosmatopoulos, K. Loumponias, O. Theodosiadou, T. Tsikrika, S. Vrochidis, I. Kompatsiaris, "Identification of Key Actor Nodes: A Centrality Measure Ranking Aggregation Approach",2022 IEEE/ACM International Conference on Advances in Social Networks Analysisand Mining (ASONAM), 10-11 November, 2022, Istanbul, Turkey (accepted for publication)
  27. 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).
  28. P. Koukaras, A. Dimara, S. Herrera, N. Zangrando, S. Krinidis, D. Ioannidis, P. Fraternali, C. Tjortjis, C. Anagnostopoulos, D. Tzovaras, "Proactive Buildings: A Prescriptive Maintenance Approach", 18th International Conference on Artificial Intelligence Applications and Innovations (AIAI’22), Crete, Greece, 17-20 June 2022
  29. 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, Proceedings, Part IIApr 2022 Pages 163–171 https://doi.org/10.1007/978-3-030-99739-7_19
  30. 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)
  31. 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
  32. J. Lokoc, L. Rossetto, W. Bailer, K. Schoeffmann, S. Vrochidis, C. Gurrin, S. Heller, L. Vadicamo, K. Barthel, L. Peška, J. Wu, B. Jónsson, "A Task Category Space for User-Centric Comparative Multimedia Search Evaluations", In Proceedings of the 28th International Conference on Multimedia Modelling (MMM2022), Phu Quoc, Vietnam, 6-10 June, 2022.
  33. 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", In Proceedings of the 2022 Living Planet Symposium, 23-27 May 2022, Bonn, Germany.
  34. 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.
  35. 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).
  36. P. Masa, G. Tzanetis, S. Kintzios, G. Meditskos, S. Vrochidis, I. Kompatsiaris, "Ontology-based technologies for disaster preparedness, response and recovery", In 9th International Conference on Civil Protection & New Technologies (SafeThessaloniki 2022), (accepted for publication)
  37. M. Mathioudaki, D. Tsoukalas, M. Siavvas, D. Kehagias, "Comparing Univariate and Multivariate Time Series Models for Technical Debt Forecasting", in 22nd International Conference on Computational Science and Its Applications (ICCSA 2022), July 4 - 7, 2022, Malaga, Spain
  38. N. Mengidis, M. Bozhilova, C. Ceresola, C. Colabuono, M. Cooke, G. Depaix, A. Genchev, G. Koykov, W. Mees, M. Merialdo, A. Voulgaridis, T. Tsikrika, K. Votis, S. Vrochidis, "Leveraging Cyber Ranges for Prototyping, Certification and Training: The ECHO case". In Proceedings of the 2022 IEEE International Conference on Cyber Security and Resilience (CSR), July 27-29,2022, pp. 299-304, doi:10.1109/CSR54599.2022.9850278.
  39. I. Michailidis, G. Vougiatzis, A. Stefanopoulou, A. Dimara, C. Korkas, S. Krinidis, E. Kosmatopoulos, D. Ioannidis, C. Anagnostopoulos, D. Tzovaras, "Non-intrusive Diagnostics for Legacy Heat-Pump Performance Degradation", 18th International Conference on Artificial Intelligence Applications and Innovations (AIAI’22), Crete, Greece, 17-20 June 2022
  40. 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, Volume 38, August 2022, Pages 631-649. https://doi.org/10.1016/j.cirpj.2022.06.001
  41. 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)
  42. 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,(pp.508-516).
  43. A. E. 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
  44. 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", In Proceedings of the 2022 Living Planet Symposium, 23-27 May 2022, Bonn, Germany.
  45. 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", In Proceedings of the19th International Conference on Information Systems for Crisis Response and Management, 22-25 May 2022, Tarbes, France
  46. 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", In Proceedings of the 2022 IEEE International Conference on Cyber Security and Resilience, Virtual Conference, 27-29 July,2022., pp. 50-55, doi:10.1109/CSR54599.2022.9850317.
  47. 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
  48. 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
  49. 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. DOI: 10.1109/IVMSP54334.2022.9816233
  50. M. Pegia, A. Moumtzidou, I. Gialampoukidis, B.T. Johnsson, S. Vrochidis, I. Kompatsiaris, "BiasUNet: Learning Change Detection over Sentinel-2 Image Pairs", In the proceedings of the 19th International Conference on Content-based Multimedia Indexing (CBMI 2022), 14-16 September 2022, Graz, Austria.
  51. 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 the Proceedings of the 2nd International Workshop on Fine Art Pattern Extraction and Recognition (FAPER 2022), Lecce, Italy, 23-24 May, 2022.
  52. G. Sakkas, V. Varela, I. Vourvachis, A. Giordanis, S. Andreadis, I. Gialampoukidis, S. Vrochidis, I. Kompatsiaris, K. Demestichas, S. Kaloudis, R. Kechri, K. Meletis, "SILVANUS: An Integrated Technological and Information Platform for Wildfire Management – North Evia Pilot Area", SafeThessaloniki 2022, 29 September - 1 October 2022, Thessaloniki, Greece.
  53. 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, Pages: 2 - 55, 02 June 2022, DOI: 10.1109/MGRS.2022.3171836.
  54. M. Siavvas, E. Gelenbe, D. Tsoukalas, I. Kalouptsoglou, M. Mathioudaki, M. Nakip, D. Kehagias, D. Tzovaras, "The IoTAC Software Security-by-Design Platform: Concept, Challenges, and Preliminary Overview". In 2022 18th International Conference on the Design of Reliable Communication Networks (DRCN) 2022 Mar 28 (pp. 1-6). IEEE.
  55. P. Spanidis, M. Kyrkou, G. Christainas, A. Salamanis, D. Kehagias, "An innovative mobile application for booking parking spaces", 6th Conference on Sustainable Urban Mobility 2022 (CSUM 2022), Smart Energy for Smart Transport, Skiathos Island, Greece, 31 August – 2 September 2022
  56. 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". Ιn Proceedings of the 2022 IEEE International Conference on Cyber Security and Resilience (CSR), 27-29 July, 2022, pp. 267-272, doi: 10.1109/CSR54599.2022.9850295.
  57. E. Stathopoulos, A. Karageorgiadis, A. Kokkalas, S. Diplaris, S. Vrochidis, I. Kompatsiaris, "Social Media and Web Sensing with Semantic Integration on the Refugee Crisis", 2022 In IEEE 17th International Workshop on Semantic and Social Media Adaptation & Personalization (SMAP), 3-4 November 2022, Online (Accepted for publication)
  58. E. Stathopoulos, A. Shvets, R. Carlini, S. Diplaris, S. Vrochidis, L. Wanner, I. Kompatsiaris, "Social Media and Web Sensing on Interior and Urban Design", 2022 IEEE Symposium on Computers and Communications (ISCC), 30 June - 3 July 2022, Rhodes, Greece.
  59. 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 (accepted for publication)
  60. A. Stefanopoulou, I. Michailidis, A. Dimara, S. Krinidis, E. Kosmatopoulos, C. Anagnostopoulos, D. Tzovaras, "Performance Meta-analysis for Big-Data Univariate Auto-Imputation in the Building Sector", 18th International Conference on Artificial Intelligence Applications and Innovations (AIAI’22), Crete, Greece, 17-20 June 2022
  61. D. Tsoukalas, A. Chatzigeorgiou, A. Ampatzoglou, N. Mittas, D. Kehagias, "TD Classifier: Automatic Identification of Java Classes with High Technical Debt", 5th International Conference on Technical Debt (TechDebt2022), Sun 22 - Mon 23 May 2022, Pennsylvania, United States
  62. Z. Vasileiou, G. Meditskos, S. Vrochidis, N. Bassiliades, "An Explainable Multimodal Fusion Approach for Mass Casualty Incidents", In Proceedings of the 4th International Workshop on Machine Learning and Knowledge Graphs At 33rd International Conference on Database and Expert Systems Applications, DEXA 2022, August 22-24, 2022, Vienna, Austria.
  63. 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", In Proceedings of the 2022 IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2022), Kuala Lumpur, Malaysia, 17-22 July 2022, Physical, IEEE.
  64. U. Wajid, A. Nizamis, V. Anaya, "Towards Industry 5.0 – A Trustworthy AI Framework for Digital Manufacturing with Humans in Control", I-ESA Workshops 2022 Interoperability for Enterprise Systems and Applications Workshops, March 2022, Valencia, Spain
  65. V. Xefteris, A. Tsanousa, T. Mavropoulos, G. Meditskos, S. Vrochidis, I. Kompatsiaris, "Human activity recognition with IMU and vital signs feature fusion.", In Proceedings of the 28th International Conference on Multimedia Modelling (MMM2022), Phu Quoc, Vietnam, June 6–10, 2022, Pages 287–298. https://doi.org/10.1007/978-3-030-98358-1_23
  66. 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
  67. N. Zangrando, S. Herrera, P. Koukaras, A. Dimara, P. Fraternali, S. Krinidis, D. Ioannidis, C. Tjortjis, C. Anagnostopoulos, D. Tzovaras, "Anomaly Detection in Small-Scale Industrial and Household Appliances", 18th International Conference on Artificial Intelligence Applications and Innovations (AIAI’22), Crete, Greece, 17-20 June 2022

Κεφάλαια Βιβλίων

  1. J. Gorroñogoitia, D. Radolović, Z. Vasileiou, G. Meditskos, A. Karakostas, S. Vrochidis, M. Bachras, "The SODALITE Model-Driven Approach" In Elisabetta Di Nitto, Jesús Gorroñogoitia Cruz, Indika Kumara, Dragan Radolović, Kamil Tokmakov, Zoe Vasileiou (eds), Deployment and Operation of Complex Software in Heterogeneous Execution Environments , Springer, https://doi.org/10.1007/978-3-031-04961-3, 23-52, July 2022.
  2. 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).
  3. I. Kumara, A. Lazzaro, N. Mujkanovic, Z. Vasileiou, D. Tamburri, "Quality Assurance and Design-Time Optimization" In Elisabetta Di Nitto, Jesús Gorroñogoitia Cruz, Indika Kumara, Dragan Radolović, Kamil Tokmakov, Zoe Vasileiou (eds), Deployment and Operation of Complex Software in Heterogeneous Execution Environments , Springer, https://doi.org/10.1007/978-3-031-04961-3, 53-66, July 2022.
  4. C. Mertens, J. Alonso, O. Lázaro, C. Palansuriya, G. Böge, A. Nizamis, V. Rousopoulou, D. Ioannidis, D. Tzovaras, R. Touma, M. Tarzán, D. Mallada, P. Figueiras, R. Costa, D. Graça, G. Garcia, B. Laibarra, A. Celaya, P. Sobonski, A. Naeem, A. Mozo, S. Vakaruk, J.E. Sierra-García, A. Pastor, A. Poulakidas, "A Framework for Big Data Sovereignty: The European Industrial Data Space (EIDS)". In: Curry, E., Scerri, S., Tuikka, T. (eds) Data Spaces . Springer, Cham. (2022) https://doi.org/10.1007/978-3-030-98636-0_10
  5. C. Timplalexis, G. Angelis, S. Zikos, S. Krinidis, D. Ioannidis, D. Tzovaras, "A comprehensive review on industrial demand response strategies and applications", Chapter at “Industrial Demand Response: Methods, best practices, case studies, and applications” book, IET Digital Library, ISBN: 9781839535611, June 2022.