Δημοσιεύσεις Σε Περιοδικά

  1. E. Raptis, M. Krestenitis, K. Egglezos, O. Kypris, K. Ioannidis, L. Doitsidis, A. Kapoutsis, S. Vrochidis, I. Kompatsiaris, E. Kosmatopoulos, "End-to-end precision agriculture UAV-based functionalities tailored to field characteristics", Journal of Intelligent & Robotic Systems, 2022.
  2. 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
  3. V. Passas, N. Makris, Y. Wang, A. Apostolaras, A. Mpatziakas, A. Drosou, T. Korakis, D. Tzovaras, "Artificial Intelligence for Network Function Autoscaling in a Cloud-Native 5G Network.", Computers & Electrical Engineering, vol. 103 (IF4.3). https://doi.org/10.1016/j.compeleceng.2022.108327
  4. P. Kampaktsis, I. Doulamis, R. Asleh, E. Makri, I. Kalamaras, C. Papastergiopoulos, M. Emfietzoglou, A. Drosou, H. Alnsasra, E. Duque, A. Briasoulis, "Characteristics, Predictors & Outcomes of Early mTOR Inhibitor Use After Heart Transplantation: Insights From the UNOS Database.", J Am Heart Assoc. 2022 Aug 24:e025507 (IF 6.1). (2022). https://doi.org/10.1161/JAHA.122.025507
  5. N. Kladovasilakis, K. Tsongas, D. Karalekas, D. Tzetzis, "Architected Materials for Additive Manufacturing: A Comprehensive Review.", Materials. 2022; 15(17):5919. https://doi.org/10.3390/ma15175919
  6. N. Kladovasilakis, P. Charalampous, K. Tsongas, I. Kostavelis, D. Tzovaras, D. Tzetzis, "Influence of Selective Laser Melting Additive Manufacturing Parameters", in Inconel 718 Superalloy. Materials 2022, 15, 1362. https://doi.org/10.3390/ma15041362
  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. N. Kladovasilakis, K. Tsongas, I. Kostavelis, D. Tzovaras, D. Tzetzis, "Effective Mechanical Properties of Additive Manufactured Strut-Lattice Structures: Experimental and Finite Element Study", Advanced Engineering Materials, Wiley, 2022, 24: 2100879. https://doi.org/10.1002/adem.202100879
  9. V. Balaska, K. Tsiakas, D. Giakoumis, I. Kostavelis, D. Folinas, A.Gasteratos, D. Tzovaras, "A Viewpoint on the Challenges and Solutions forDriverless Last-Mile Delivery", . Machines, 10(11), 1059, 2022.
  10. S. I. Papadopoulos, C. Koutlis, S. Papadopoulos, I. Kompatsiaris, "Multimodal Quasi-AutoRegression: Forecasting the visual popularity of new fashion products.", International Journal of Multimedia Information Retrieval. 11(4), 717-729. https://doi.org/10.1007/s13735-022-00262-5
  11. S. Balula Dias, Y. Oikonomidis, J. Alves Diniz, F. Baptista, F. Carnide, A. Bensenousi, J. Botana, D. Tsatsou, K. Stefanidis, L. Gymnopoulos, K. Dimitropoulos, P. Daras, A. Argiriou, K. Rouskas, S. Wilson-Barnes, K. Hart, N. Merry, D. Russell, J. Konstantinova, E. Lalama, A. Pfeiffer, A. Kokkinopoulou, M. Hassapidou, I. Pagkalos, E. Patra, R. Buys, V. Cornelissen, A. Batista, S. Cobello, E. Milli, C. Vagnozzi, S. Bryant, S. Maas, P. Bacelar, S. Gravina, J. Vlaskalin, B. Brkic, G. Telo, E. Mantovani, O. Gkotsopoulou, D. Iakovakis, S. Hadjidimitriou, V. Charisis, L. Hadjileontiadis, "Users' Perspective on the AI-Based Smartphone PROTEIN App for Personalized Nutrition and Healthy Living: A modified Technology Acceptance Model (mTAM) Approach", Frontiers in Nutrition, 1346, 2022.
  12. A. Dimara, V. Vasilopoulos, A. Papaioannou, S. Angelis, K. Kotis,C. Anagnostopoulos, S. Krinidis, D. Ioannidis, D. Tzovaras, "Self-Healing of Semantically Interoperable Smart and Prescriptive Edge Devices in IoT", . Applied Sciences, 12(22), p.11650, 2022.
  13. A. Cimmino, J. Cano-Benito, A. Fernández-Izquierdo, C. Patsonakis, A. Tsolakis, R. García-Castro, D. Ioannidis, D. Tzovaras, "A scalable, secure,and semantically interoperable client for cloud-enabled Demand Response", . Future Generation Computer Systems, 2022
  14. S. Koltsios, P. Fokaides, P. Georgali, A. Tsolakis, P. Chatzipanagiotidou, E. Klumbytė, A. Jurelionis, L. Seduikytė, C. Κontopoulos, C. Malavazos, C. Panteli, M. Susnik, G. Cebrat, D. Ioannidis, D. Tzovaras, "An enhanced framework for next-generation operational buildings energy performance certificates", International Journal of Energy Research, 46(14), pp.20079-20095, 2022. https://doi.org/10.1002/er.8517
  15. A. Evangelidis, N. Dimitriou, L. Leontaris, D. Ioannidis, G. Tinker, D. Tzovaras, "A Deep Regression Framework Towards Laboratory Accuracy in the Shop Floor of Microelectronics", . IEEE Transactions on Industrial Informatics. 2022.
  16. V. Pisinaras, A. Nikolaidiou, T. Semertzidis, P. Daras, G. Balacco, M. Fidelibus, E. Tziritis, "Forecasting electrical conductivity of a coastal karstic aquifer with artificial intelligence methods", EGU22-8124, 2022.
  17. E. Batziou, K. Ioannidis, I. Patras, S. Vrochidis, I. Kompatsiaris, "Artistic Neural Style Transfer using CycleGAN and FABEMD by adaptive information selection", . Pattern Recognition Letters. 2022.
  18. E. Katsadouros, D. Kogias, C. Patrikakis, G. Giunta, A. Dimou, P. Daras, "Introducing the Architecture of FASTER: A Digital Ecosystem for First Responder Teams", Information, 13(3), pp. 115, 2022.
  19. T. Chatzis, D. Konstantinidis, K. Dimitropoulos, "Automatic Ergonomic Risk Assessment Using a Variational Deep Network Architecture", Sensors, 22(16), 6051, 2022.
  20. C. Kontopoulos, D. Kitsiou, S. Chlorokostas, V. Charalampopoulou, N. Grammalidis, A. Tzepkenlis, "Identification and analysis of long-term changes in river deltas and riparian zones using time-series multispectral data", Euro-Mediterranean Journal for Environmental Integration 7, 553–564 (2022).
  21. K. Stefanidis, D. Tsatsou, D. Konstantinidis, L. Gymnopoulos, P. Daras, S. Wilson-Barnes, K. Hart, V. Cornelissen, E. Decorte, E. Lalama, A. Pfeiffer, M. Hassapidou, I. Pagkalos, A. Argiriou, K. Rouskas, S. Hadjidimitriou, V. Charisis, S. Balula Dias, J. Alves Diniz, G. Telo, H. Silva, A. Bensenousi, K. Dimitropoulos, "PROTEIN AI Advisor: A Knowledge-Based Recommendation Framework Using Expert-Validated Meals for Healthy Diets.", Nutrients, 14(20), 4435, 2022.
  22. S. Papadopoulos, G. Kordopatis-Zilos, M. Zampoglou, O. Papadopoulou, "Dataset column: Datasets for online multimedia verification.", ACM SIGMultimedia Records, 11(3), 1-1. 2022.
  23. A. Salamanis, G. Xanthopoulou, D. Kehagias, D. Tzovaras, "LSTM-Based Deep Learning Models for Long-Term Tourism Demand Forecasting", . Electronics 2022, 11, 3681. https://doi.org/10.3390/electronics11223681
  24. 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
  25. 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
  26. K. Konstantoudakis, K. Christaki, D. Tsiakmakis, D. Sainidis, G. Albanis, A. Dimou, P. Daras, "Drone Control in AR: An Intuitive System for Single-Handed Gesture Control, Drone Tracking, and Contextualized Camera Feed Visualization in Augmented Reality", Drones, 6(2), pp. 43, 2022.
  27. 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
  28. 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.
  29. 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.
  30. 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
  31. G. Kordopatis-Zilos, C. Tzelepis, S. Papadopoulos, I. Kompatsiaris, I. Patras, "DnS: Distill-and-Select for Efficient and Accurate Video Indexing and Retrieval.", International Journal of Computer Vision, 130(10), 2385-2407. (2022).
  32. 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
  33. P. Boutis, Z. Batzos, K. Konstantoudakis, A. Dimou, P. Daras, "MC-hands 1M: A glove-wearing hand dataset for pose estimation.", 2022.
  34. V. Iosifidis, S. Papadopoulos, B. Rosenhahn, E. Ntoutsi, "AdaCC: cumulative cost-sensitive boosting for imbalanced classification.", Knowledge and Information Systems, 1-38. (2022).
  35. S. Mylonas, A. Axenopoulos, P. Daras, "SHREC 2022: Protein–ligand binding site recognition", Computers & Graphics Volume 107, October 2022, Pages 20-31.
  36. A. Tzepkenlis, N. Grammalidis, C. Kontopoulos, V. Charalampopoulou, D. Kitsiou, Z. Pataki, A. Patera, T. Nitis, "An Integrated Monitoring System for Coastal and Riparian Areas Based on Remote Sensing and Machine Learning", Journal of Marine Science and Engineering 10.9 (2022): 1322.
  37. G. Zampokas, G. Peleka, K. Tsiolis, A. Topalidou‐Kyniazopoulou, I. Mariolis, D. Tzovaras, "Real‐time stereo reconstruction of intraoperative scene and registration to preoperative 3D models for augmenting surgeons' view during RAMIS.", Medical Physics, 49(10), 6517-6526. (2022).
  38. A. Psaltis, C. Patrikakis, P. Daras, "Deep Multi-modal Representation Schemes for Federated 3D Human Action Recognition", International Workshop on Distributed Smart Cameras, organized in the context of the European Conference on Computer Vision, Tel Aviv, Oct 2022.
  39. F. Kalaganis, N. Laskaris, V. Oikonomou, S. Nikopolopoulos, I. Kompatsiaris, "Revisiting Riemannian geometry-based EEG decoding through approximate joint diagonalization.", Journal of Neural Engineering 19, no. 6 (2022): 066030.
  40. 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.
  41. 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.
  42. 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.
  43. 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.
  44. A. Zaky, P. Sergeant, E. Stathatos, P. Falaras, M. Ibrahim, "Employing Dye sensitized Solar Array and Synchronous Reluctance Motor to Improve the Total Cost and Energy Efficiency of Solar Water Pumping Systems", Machines 10 (2022) 882, DOI: 10.3390/machines10100882
  45. A. Triantafyllidis, A. Alexiadis, D. Elmas, G. Gerovasilis, K. Votis, D. Tzovaras, "A social robot-based platform for health behavior change toward prevention of childhood obesity", 2022, *Universal Access in the Information Society*, 1-11.
  46. K. Papageorgiou, T. Theodosiou, A. Rapti, E. Papageorgiou, N. Dimitriou, D. Tzovaras, G. Margetis, "Asystematic review on machine learning methods for root cause analysis towards zero-defect manufacturing", Frontiers in Manufacturing Technology, 2:972712, 2022.
  47. 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
  48. 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
  49. 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
  50. K. Georgiadis, F. Kalaganis, V. Oikonomou, S. Nikolopoulos, N. Laskaris, I. Kompatsiaris, "RNeuMark: A Riemannian EEG Analysis Framework for Neuromarketing.", Brain Inf. 9, 22 (2022). https://doi.org/10.1186/s40708-022-00171-7
  51. K. Chounos, P. Karamichailidis, N. Makris, T. Korakis, "Unlicensed SpectrumForecasting: An Interference Umbrella based on Channel Analysis and Machine Learning", in IEEE Transactions on Network Science and Engineering, doi: 10.1109/TNSE.2022.3180171.
  52. O. Papadopoulou, E. Kartsounidou, S. Papadopoulos, "COVID-Related Misinformation Migration to BitChute and Odysee.", Future Internet, 14(12), 350. (2022).
  53. E. Krasanakis, S. Papadopoulos, I. Kompatsiaris, A. Symeonidis, "pygrank: A python package for graph node ranking", /SoftwareX/,/20/, p.101227, 2022
  54. K. Apostolakis, N. Dimitriou, G. Margetis, S. Ntoa, D. Tzovaras, C. Stephanidis, "DARLENE – Improving situational awareness of European law enforcement agents through a combination of augmented reality and artificial intelligence solutions", [version 2; peer review: 2 approved]. Open Research Europe, 1:87, 2022.
  55. C. Korkas, M. Terzopoulos, C. Tsaknakis, E. Kosmatopoulos, "Nearly optimal demand side management for energy, thermal, EV and storage loads: An Approximate Dynamic Programming approach for smarter buildings.", Energy and Buildings, 255, 111676. (2022).
  56. R. Lucas, S. German, G. Metternicht, R. Schmidt, C. Owers, S. Prober, A. Richards, S. Tetreault-Campbell, K. Williams, N. Mueller, B. Tissott, S. Chua, A. Cowood, T. Hills, D. Gunawardana, A. McIntyre, S. Chognard, C. Hurford, C. Planque, S. Punalekar, D. Clewley, R. Sonnenschein, N. Murray, I. Manakos, P. Blonda, K. Owers, S. Roxburgh, H. Kay, P. Bunting, C. Horton, "A globally relevant change taxonomy and evidence-based change framework for land monitoring", 2022, Global Change Biology, 00, 1–25. https://onlinelibrary.wiley.com/doi/10.1111/gcb.16346
  57. I. Lazic, F. Agullo, S. Ausso, B. Alves, C. Barelle, J. Berral, P. Bizopoulos, O. Bunduc, I. Chouvarda, D. Dominguez, D. Filos, A. Gutierrez-Torre, I. Hesso, N. Jakovljević, R. Kayyali, M. Kogut-Czarkowska, A. Kosvyra, A. Lalas, M. Lavdaniti, T. Loncar-Turukalo, S. Martinez-Alabart, N. Michas, S. Nabhani-Gebara, A. Raptopoulos, Y. Roussakis, E. Stalika, C. Symvoulidis, O. Tsave, K. Votis, A. Charalambous, "The Holistic Perspective of the INCISIVE Project—Artificial Intelligence in Screening Mammography.", Applied Sciences. 2022; 12(17):8755. https://doi.org/10.3390/app12178755
  58. C. Koutlis, M. Schinas, S. Papadopoulos, "MemeTector: Enforcing deep focus for meme detection.", International Journal of Multimedia Information Retrieval. 2022.
  59. S. Apostolidis, P. Kapoutsis, A. Kapoutsis, E. Kosmatopoulos, "Cooperative multi-UAV coverage mission planning platform for remote sensing applications.", (2022) Autonomous Robots, 46(2), 373-400.
  60. G. Belessiotis, I. Ibrahim, P. Falaras, "Sensitizer Effects on DSSC Performance under Pan-illumination Conditions", Journal of Photochemistry & Photobiology, A: Chemistry, 433 (2022) 114201, DOI: 10.1016/j.jphotochem.2022.114201
  61. I. Lazarou, S. Nikolopoulos, K. Georgiadis, V. Oikonomou, A. Mariakaki, I. Kompatsiaris, "Exploring the Connection of Brain Computer Interfaces and Multimedia Use With the Social Integration of People With Various Motor Disabilities: A Questionnaire-Based Usability Study.", Front Digit Health. 2022 Aug 4;4:846963. doi: 10.3389/fdgth.2022.846963
  62. N. Kladovasilakis, P. Sideridis, D. Tzetzis, K. Piliounis, I. Kostavelis, D. Tzovaras, "Design and Development of a Multi-Functional Bioinspired Soft Robotic Actuator via Additive Manufacturing.", Biomimetics 2022, 7, 105. https://doi.org/10.3390/biomimetics7030105
  63. B. Ciuffo, M. Makridis, V. Padovan, E. Benenati, K. Boriboonsomsin, M. Chembakasseril, P. Daras, V. Das, A. Dimou, S. Grammatico, R. Hartanto, M. Hoelscher, Y. Jiang, S. Krilasevic, S. Liu, Q. Le, C. Rosier, P. Ruan, Z. Wei, G. Wu, Z. Zhao, "Robotic Competitions to Design Future Transport Systems: The Case of JRC AUTOTRAC 2020", Transportation Research Record, pp. 03611981221110566, 2022.
  64. A. Stasinakis, E. Chatzilari, S. Nikolopoulos, I. Kompatsiaris, D. Karolidis, A. Touloumtzidou, N. Papas, D. Tzetzis, "A hybrid 3D object auto-completion approach with self-supervised data augmentation for fragments of archaeological objects.", Journal of Cultural Heritage 56 (2022): 138-148.
  65. N. Kladovasilakis, K. Tsongas, I. Kostavelis, "Effective mechanical properties of additive manufactured triply periodic minimal surfaces: experimental and finite element study", . Int J Adv Manuf Technol 2022, 121, 7169–7189 . https://doi.org/10.1007/s00170-022-09651-w
  66. A. Mpatziakas, A. Drosou, S. Papadopoulos, D. Tzovaras, "IoT threatmitigation engine empowered by artificial intelligence multi-objective optimization", Journal of Network and Computer Applications, Volume 203, 2022. https://doi.org/10.1016/j.jnca.2022.103398
  67. A. Zaky, M. Ibrahim, I. Taha, B. Yousif, P. Sergeant, E. Hristoforou, P. Falaras, "Perovskite Solar Cells and Thermoelectric Generator Hybrid Array Feeding a Synchronous Reluctance Motor for an Efficient Water Pumping System", Mathematics 10 (2022) 2417, DOI: 10.3390/math10142417
  68. D. Ververidis, S. Nikolopoulos, I. Kompatsiaris, "A Review of Collaborative Virtual Reality Systems for the Architecture, Engineering, and Construction Industry.", Architecture. 2022; 2(3):476-496. https://doi.org/10.3390/architecture2030027
  69. S. Karavarsamis, I. Gkika, V. Gkitsas, K. Konstantoudakis, D. Zarpalas, "A survey of deep learning-based image restoration methods for enhancingsituational awareness at disaster sites: the cases of rain, snow and haze", MDPI Sensors, 22(13), 4707, 2022. https://doi.org/10.3390/s22134707
  70. S. Fabbrizzi, S. Papadopoulos, E. Ntoutsi, I. Kompatsiaris, "A survey on bias in visual datasets.", Computer Vision and Image Understanding, 223, 103552. (2022).
  71. 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.
  72. 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.
  73. L. Alagialoglou, I. Manakos, M. Heurich, J. Cervenka, A. Delopoulos, "Alearnable model with calibrated uncertainty quantification for estimatingcanopy height from spaceborne sequential imagery", 2022, IEEE Transactions on Geoscience and Remote Sensing, DOI: 10.1109/TGRS.2022.3171407
  74. 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.
  75. K. Tsolaki, T. Vafeiadis, A. Nizamis, D. Ioannidis, D. Tzovaras, "Utilizing machine learning on freight transportation and logistics applications: A review.", ICT Express, 2022
  76. 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
  77. 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.
  78. I. Sarridis, V. Gkatziaki, E. Krasanakis, N. Giatsoglou, N. Sarris, S. Papadopoulos, I. Kompatsiaris, "TALK: A decentralised messaging framework that preserves the privacy of users.", Open Research Europe, 2, 29. Helios 2022.
  79. A. Gerontas, D. Zeginis, R. Promikyridis, M. Androš, E. Tambouris, V. Cipan, K. Tarabanis, "Enhancing Core Public Service Vocabulary to Enable Public Service Personalization.", Information, Vol 13, no. 5, p 225. (2022).
  80. C. Hidalgo, M. Vaca, M. Nowak, P. Frölich, M. Reed, M. Al-Naday, A. Mpatziakas, A. Protogerou, A. Drosou, D. Tzovaras, "Detection, control and mitigation system for secure vehicular communication", Vehicular Communications,Vol. 34, 2022. https://doi.org/10.1016/j.vehcom.2021.100425
  81. 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
  82. 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
  83. I. Kalamaras, K. Glykos, V. Megalooikonomou, K. Votis, D. Tzovaras, "Graph-based visualization of sensitive medical data.", Multimedia Tools and Applications, 81(1), pp.209-236. 2022.
  84. 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.
  85. E. Krasanakis, S. Papadopoulos, I. Kompatsiaris, "p2pgnn: A decentralized graph neural network for node classification in peer-to-peer networks", . IEEE Access. 2022 Mar 14;10:34755-65
  86. O. Papadopoulou, T. Makedas, L. Apostolidis, F. Poldi, S. Papadopoulos, I. Kompatsiaris, "Mever networkx: Network analysis and visualization for tracing disinformation.", Future Internet, 14(5), 147. 2022.
  87. 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.
  88. D. Tsiktsiris, A. Vafeiadis, A. Lalas, M. Dasygenis, K. Votis, D. Tzovaras, "A Novel Image and Audio-based Artificial Intelligence Service for Security Applications in Autonomous Vehicles.", Transportation Research Procedia, Volume 62 (2022): 294-301. https://doi.org/10.1016/j.trpro.2022.02.037
  89. 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
  90. A. Tsanousa, E. Bektsis, C. Kyriakopoulos, A. González, U. Leturiondo, I. Gialampoukidis, A. Karakostas, S. Vrochidis, I. Kompatsiaris, "A review of multisensor data fusion solutions in smart manufacturing: systems and trends", Sensor data fusion analysis for broad applications, MDPI.
  91. T. Łachacz, F. Perossini, G. Caracciolo, A. Dimou, "Zaawansowane technologie zapewniające bezpieczeństwo i efektywność służb szybkiego reagowania", Wyższa Szkoła Policji w Szczytnie, 2022.
  92. 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 &Applications, 81(9), pp 12211-12250, 2022. https://doi.org/10.1007/s11042-020-10219-7
  93. A. Protogerou, E. Kopsacheilis, A. Mpatziakas, K. Papachristou, T. Theodorou, St. 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
  94. 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
  95. 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
  96. D. Ververidis, P. Migkotzidis, E. Nikolaidis, E. Anastasovitis, A. Chalikias, S. Nikolopoulos, I. Kompatsiaris, "An authoring tool for democratizing the creation of high-quality VR experiences.", Virtual Reality 26, 105–124 (2022). https://doi.org/10.1007/s10055-021-00541-2
  97. C. Lamprakos, C. Marantos, M. Siavvas, L. Papadopoulos, A. Tsintzira, A.Ampatzoglou, A. Chatzigeorgiou, D. Kehagias, D. Soudris, "TranslatingQuality-Driven Code Change Selection to an Instance of Multiple-CriteriaDecision Making", Information and Software Technology, Elsevier, 2022.
  98. 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)
  99. 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)
  100. 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, E. de Guise, S. Nadeau, N. Azevedo, S. Segkouli, I. Lazarou, V. Petronikolou, P. Bamidis, E. Konstantinidis, "Cocreating a Harmonized Living Lab for Big Data-Driven Hybrid Persona Development: Protocol for Cocreating, Testing, and Seeking Consensus.", JMIR Res Protoc. 2022 Jan 6;11(1):e34567. doi: 10.2196/34567
  101. G. Belessiotis, M. Antoniadou, I. Ibrahim , C. Karagianni, P. Falaras, "Universal Electrolyte for DSSC Οperation under both Simulated Solar and Indoor Fluorescent Lighting", Materials Chemistry and Physics 277 (2022) 125543, DOI: 10.1016/j.matchemphys.2021.125543
  102. G. Karatzinis, P. Michailidis, I. Michailidis, A. Kapoutsis, E. Kosmatopoulos, Y. Boutalis, "Coordinating heterogeneous mobile sensing platforms for effectively monitoring a dispersed gas plume", Integrated Computer-Aided Engineering, vol. 29, no. 4, pp. 411-429. DOI: 10.3233/ICA-220690
  103. 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
  104. 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).
  105. 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).

Δημοσιεύσεις Σε Συνέδρια

  1. K. Hart, S. Wilson-Barnes, K. Stefanidis, D. Tsatsou, L. Gynopoulos, K. Dimitropoulos, K. Rouskas, N. Argiriou, R. Leoni, D. Russell, J. Konstantinova, N. Merry, E. Lalama, A. Pfeiffer, M. Hassapidou, I. Pagkalos, E. Patra, R. Buys, V. Cornelissen, S. Balula Dias, A. Batista, E. Mantovani, B. Brkic, S. Lanham-New, "The suitability of dietary recommendations suggested By artificial intelligence technology via a novel personalised nutrition mobile application.", Proceedings of the Nutrition Society, 81(OCE1), 2022.
  2. E. Apostolidis, G. Balaouras, V. Mezaris, I. Patras, "Explaining video summarization based on the focus of attention.", Proc. IEEE Int. Symposium on Multimedia (ISM), Naples, Italy, Dec. 2022. DOI: 10.1109/ISM55400.2022.00029
  3. 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, 6 Dec. 2022.
  4. E. Raptis, G. Karatzinis, M. Krestenitis, A. Kapoutsis, K. Ioannidis, S. Vrochidis, I. Kompatsiaris, E. Kosmatopoulos, "Multimodal Data Collection System for UAV-based Precision Agriculture Applications.", Sixth IEEE International Conference on Robotic Computing (IRC), Italy, 5-7 December, 2022, pp. 1-7.
  5. 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.", In Proceedings of The 24th International Conference on Information Integration and Web Intelligence (iiWAS2022), 28-30 November 2022, Online.
  6. G. Lazaridis, P. Khodashenas, A. Drosou, P. Chatzimisios, D. Tzovaras, A. Krendzel, "Digital & Green Transitions of the European Manufacturing Sector through beyond 5G-enabled technologies & innovations.", IEEE Conference on Standards for Communications and Networking (CSCN), Thessaloniki, Greece, 2022, pp. 91-91, doi: 10.1109/CSCN57023.2022.10051028
  7. A. Følstad, T. Araujo, S. Papadopoulos, E. L. C. Law, E. Luger, M. Goodwin, P. B. Brandtzaeg, "Chatbot Research and Design.", 6th International Workshop, CONVERSATIONS 2022, Amsterdam, The Netherlands, November 22–23, 2022, Revised Selected Papers. https://doi.org/10.1007/978-3-031-25581-6
  8. A. M. Koufakis, T. Tsikrika, S. Vrochidis, I. Kompatsiaris, "M4D-MKLab/ITI-CERTH Participation in TREC Deep Learning Track 2022.", In Proc. Text REtrieval Conference (TREC) 2022 Workshop, Gaithersburg, MD, USA, 14-18 Nov. 2022.
  9. A. Kosmatopoulos, K. Loumponias, O. Theodosiadou, T. Tsikrika, S. Vrochidis, I. Kompatsiaris, "Identification of Key Actor Nodes: A Centrality Measure Ranking Aggregation Approach.", In the Proceedings of the 2022 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), 10-11 November, 2022, Istanbul, Turkey.
  10. E. Stathopoulos, A. Karageorgiadis, A. Kokkalas, S. Diplaris, S. Vrochidis, I. Kompatsiaris, "Social Media and Web Sensing with Semantic Integration on the Refugee Crisis.", In IEEE 17th International Workshop on Semantic and Social Media Adaptation & Personalization (SMAP), 3-4 November 2022, Online. DOI: 10.1109/SMAP56125.2022.9942201
  11. C. Maga-Nteve, G. Epelde, M. Hernandez, N. Tsolakis, E. Konstantinidis, G. Meditskos, P. Bamidis, S. Vrochidis, "Standardized and extensible reference data model for clinical research in Living Labs.", In 12th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH 2022). Procedia Computer Science, October 26-28, 2022, Volume 210, Pages 165-172. https://doi.org/10.1016/j.procs.2022.10.133
  12. P. Masa, G. Tzanetis, S. Kintzios, G. Meditskos, S. Vrochidis, I. Vourvachis, L. Nerantzis, I. Kompatsiaris, "Ontology-based technologies for disaster preparedness, response and recovery.", In the Proceedings of the 9th International Conference on Civil Protection & New Technologies (SafeThessaloniki 2022), 29 September - 1 October 2022, Thessaloniki, Greece.
  13. 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.
  14. S. Koltsios, N. Katsaros, N. Mpouzianas, P. Klonis, G. Giannopoulos, I. Pastaltzidis, P. Chatzipanagiotidou, E. Klumbvtė, A. Jurelionis, L. Šeduikvtė, P. Georgali, P. Fokaides, D. Ioannidis, D. Tzovaras, "Digital Twin application on next-generation Building Energy Performance Certification scheme.", IEEE International Smart Cities Conference (ISC2), Pafos, Cyprus, 2022, pp. 1-7, doi: 10.1109/ISC255366.2022.9921821
  15. 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.
  16. M. Pegia, A. Moumtzidou, I. Gialampoukidis, B. T. Johnsson, S. Vrochidis, I. Kompatsiaris, "BiasUNet: Learning Change Detection over Sentinel-2 Image Pairs", In proceedings of the 19th International Conference on Content-based Multimedia Indexing (CBMI 2022), 14-16 September 2022, Graz, Austria.
  17. I. Koulalis, N. Dourvas, T. Triantafyllidis, K. Ioannidis, S. Vrochidis, I. Kompatsiaris, "A survey for image based methods in construction: from images to digital twins", In 19th International Conference on Content-based Multimedia Indexing (CBMI 2022), Graz, Austria, 14-16 September 2022, Pages 103-110. DOI:https://doi.org/10.1145/3549555.3549594
  18. G. Kalitsios, L. Lazaridis, A. Psaltis, A. Axenopoulos, P. Daras, "Vision-Enhanced System For Human-Robot Disassembly Factory Cells: Introducing A New Screw Dataset", , IEEE International Conference on Robotics and Computer Vision (ICRCV), Sep 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.
  20. S. Wilson-Barnes, L. Pongcharoenyong, L. Gymnopoulos, K. Dimitropoulos, M. Jaksic, A. Mihajlović, B. Brkic, S. Lanham-New, K. Hart, "The utility of breath volatile organic compound (VOC) sampling as a biomarker of sub-optimal nutritional status: A UK pilot study.", Proceedings of the Nutrition Society, 81(OCE4), E90. doi:10.1017/S0029665122001197
  21. 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
  22. 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.
  23. 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
  24. 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
  25. 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
  26. 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
  27. 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.
  28. K. Loumponias, A. Kosmatopoulos, T. Tsikrika, S. Vrochidis, I. Kompatsiaris, "A Faster Converging Negative Sampling for the Graph Embedding Process in Community Detection and Link Prediction Tasks.", In Proceedings of the 3rd International Conference on Deep Learning Theory and Applications - DeLTA; ISBN 978-989-758-584-5; ISSN 2184-9277, SciTePress, pages 86-93. DOI: 10.5220/0011142000003277
  29. N. Giakoumoglou, E. M. Pechlivani, N. Katsoulas, D. Tzovaras, "White Flies and Black Aphids Detection in Field Vegetable Crops using Deep Learning", 5th IEEE International Conference on Image Processing, Applications and Systems (IPAS 2022),Genova, Italy, 2022, pp. 1-6, IEEE Xplore. https://doi.org/10.1109/IPAS55744.2022.10052855.
  30. 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.
  31. E. Stathopoulos, A. Shvets, R. Carlini, S. Diplaris, S. Vrochidis, L. Wanner, I. Kompatsiaris, "Social Media and Web Sensing on Interior and Urban Design.", IEEE Symposium on Computers and Communications (ISCC), 30 June - 3 July 2022, Rhodes, Greece. DOI: 10.1109/ISCC55528.2022.9912803
  32. 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, DOI: https://doi.org/10.1145/3512527.3531383
  33. M. Pegia, A. Moumtzidou, I. Gialampoukidis, B. Johnsson, S. Vrochidis, I. Kompatsiaris, "BiasHash: A Bayesian Hashing Framework for Image Retrieval.", In the Proceedings of the 2022 IEEE 14th Image, Video, and Multidimensional Signal Processing Workshop (IVMSP 2022), 26-29 June 2022, Nafplio, Greece. DOI: 10.1109/IVMSP54334.2022.9816233
  34. 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.", in Proceedings of the 2022 IEEE 14th Image, Video, and Multidimensional Signal Processing Workshop (IVMSP 2022), 26-29 June 2022, Nafplio, Greece. DOI: 10.1109/IVMSP54334.2022.9816191
  35. 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.
  36. D. Petsani, T. Santonen, E. Konstantinidis, L. Enriquez, V. Petronikolou, C. Maga, S. Makroglou, P. Bamidis, "Towards a Taxonomy for Health Living Lab Data Collection Devices.", In Leandro Bitetti, Iain Bitran, Steffen Conn, Jessica Fishburn, Eelko Huizingh, Marko Torkkeli, Jialei Yang (Eds.) Proceedings of the XXXIII ISPIM Innovation Conference.
  37. 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
  38. 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. https://link.springer.com/chapter/10.1007/978-3-030-98358-1_16
  39. 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. https://link.springer.com/chapter/10.1007/978-3-030-98358-1_8
  40. 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.", In IEEE International Workshop on Metrology for Living Environment (MetroLivEn), 25-27 May, 2022, pp. 252-257, DOI: 10.1109/MetroLivEnv54405.2022.9826950
  41. 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.
  42. 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.
  43. 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.
  44. 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.
  45. E. Gollob, M. Kyrou, P. Petrantonakis, I. Kompatsiaris, "From Sensable to Sensible Spaces: Enhancing the Sensibility of a Home Office using Stress-Aware Deep Reinforcement Learning in Virtual Environments.", In Extended Abstracts of the 2022 CHI Conference on Human Factors in Computing Systems (CHI EA '22). Association for Computing Machinery, New York, NY, USA, Article 8, 1–6. https://doi.org/10.1145/3491101.3516390
  46. A. Swarup, A. Vella, I. Grujic, J. Frattolin, E. Makri, I. Kalamaras, A. Drosou, P. Thiruchelvam, J. E. Moore, "A Meta-Analysis to Determine the Risk of Breast Cancer Treatment Combinations on the Incidence of Breast Cancer-Related Lymphedema.", Annals of Surgical Oncology (Vol. 29, No. SUPPL 1, pp. 178-179), Springer, 2022.
  47. 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, April 10–14, 2022, Proceedings, Part II, Apr 2022, pp. 163-171. DOI: https://doi.org/10.1007/978-3-030-99739-7_19
  48. 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), 5-8 April 2022, Phu Quoc, Vietnam. https://link.springer.com/chapter/10.1007/978-3-030-98355-0_50
  49. 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.", In WMS-EXPO2020: Water Resources Management and Sustainability: Solutions for Arid Regions, Dubai Exhibition Center (DEC), Dubai, UAE, March 22-24, 2022.
  50. K. Gkountakos, D. Galanopoulos, D. Touska, K. Ioannidis, S. Vrochidis, V. Mezaris, I. Kompatsiaris, "ITI-CERTH participation in ActEV and AVS Tracks of TRECVID 2021", in Proc. TRECVID 2021 Workshop, Gaithersburg, MD, USA (Virtual), 2021.
  51. A. Koufakis, T. Tsikrika, S. Vrochidis, I. Kompatsiaris, "M4D-MKLab/ITI-CERTH Participation in TREC Deep Learning Track 2021.",Text REtrieval Conference (TREC).
  52. S. Heller, V. Gsteiger, W. Bailer, C. Gurrin, B. Jónsson, J. Loko, A. Leibetseder, F. Mejzlík, L. Peška, L. Rossetto, K. Schall, K. Schoeffmann, H. Schuldt, F. Spiess, L. Tran, L. Vadicamo, P. Veselý, S. Vrochidis, J. Wu, "Interactive Video Retrieval Evaluation at a Distance - Comparing Sixteen Interactive Video Search Systems in a Remote Setting at the 10th Video Browser Showdown.", International Journal of Multimedia Information Retrieval, vol. 11, pp. 1–18, 2022.
  53. M. Ntrougkas, N. Gkalelis, V. Mezaris, "TAME: Attention Mechanism BasedFeature Fusion for Generating Explanation Maps of Convolutional Neural Networks", Proc. IEEE Int. Symposium on Multimedia (ISM), Naples, Italy, Dec. 2022. DOI:. (Best Paper Award) 10.1109/ISM55400.2022.00014
  54. N. Gkalelis, D. Daskalakis, V. Mezaris, "Gated-ViGAT: Efficient bottom-upevent recognition and explanation using a new frame selection policy and gating mechanism", Proc. IEEE Int. Symposium on Multimedia (ISM), Naples, Italy, Dec. 2022. DOI: 10.1109/ISM55400.2022.00024
  55. S. I. Papadopoulos, C. Koutlis, A. Papazoglou Chalikias, S. Papadopoulos, S. Nikolopoulos, "Design-time Fashion Popularity Forecasting in VR Environments", In 2022 Conference on Computer Vision and Pattern Recognition (CVPR) “Ethical Considerations in Creative applications of Computer Vision” workshop.
  56. I. Iliopoulos, N. Kopalidis, G. Stavropoulos, D. Tzovaras, "National press monitoring using Natural Language Processing as an early warning signal for prediction of asylum applications flows in Europe", IEEE BigData 2022. http://bigdataieee.org/BigData2022/
  57. L. Cuccovillo, C. Papastergiopoulos, A. Vafeiadis, A. Yaroshchuk, P. Aichroth, K. Votis, D. Tzovaras, "Open Challenges in Synthetic Speech Detection.", In 2022 IEEE International Workshop on Information Forensics and Security (WIFS) (pp. 1-6). IEEE. (2022, December).
  58. P. Tzallas, A. Papaioannou, A. Dimara, S. Krinidis, G. Pavlidis, C. Anagnostopoulos, D. Ioannidis, D. Tzovaras, "Advanced Contextual-targeted Building Flexibility Based on Signature Labelling for Demand Response", . In *2022 IEEE Electrical Power and Energy Conference (EPEC)* (pp. 380-385). IEEE., (2022, December). https://ieeexplore.ieee.org/abstract/document/10000249
  59. P. Tzallas, N. Bezas, I. Moschos, D. Ioannidis, D. Tzovaras, "Probabilistic Quantile Multi-step Forecasting of Energy Market Prices: A UK Case Study", . In IFIP International Conference on Artificial Intelligence Applications and Innovations (pp. 301-313). Springer, Cham, 2022.
  60. I. Sarridis, C. Koutlis, O. Papadopoulou, S. Papadopoulos, "Leveraging Large-scale Multimedia Datasets to Refine Content Moderation Models.", In 2022 IEEE Eighth International Conference on Multimedia Big Data (BigMM) (pp. 125-132). IEEE. 2022 December.
  61. G. Angelis, A. Domi, A. Zamichos, M. Tsourma, A. Drosou, D. Tzovaras, "On The Exploration of Vision Transformers in Remote Sensing Building Extraction.", In 2022 IEEE International Symposium on Multimedia (ISM) (pp. 208-215). 2022, December. IEEE, doi: 10.1109/ISM55400.2022.00046
  62. A. Karamanou, P. Brimos, E. Kalampokis, K. Tarabanis, "Exploring the Quality of Dynamic Open Government Data for Data Intelligence Applications: The Case of Attica Traffic Data", 26th Panhellenic Conference on Informatics (PCI 2022), Athens, Greece, 25-27 November, 2022.
  63. S. Karavarsamis, A. Doumanoglou, K. Konstantoudakis, D. Zarpalas, "Cross-Stitched Multi-task Dual Recursive Networks for Unified Single Image Deraining and Desnowing", 8th IEEE World Forum on Internet of Things 2022, arXiv:2211.08290v1 [cs.CV] 15 Nov 2022. https://arxiv.org/abs/2211.08290
  64. G. Margetis, K. Apostolakis, N. Dimitriou, D. Tzovaras, C. Stephanidis, "Aligning Emerging Technologies onto I4.0 principles: Towards a Novel Architecture for Zero-defect Manufacturing", IEEE 27th International Conference on Emerging Technologies and Factory Automation (ETFA), 2022.
  65. G. Georgiou, E. Anastasovitis, E. Tsaknaki, E. Karyati, V. Katsiakli, T. Protopsalti, A. Aidonis, C. Papageorgopoulou, S. Nikolopoulos, I. Kompatsiaris, "ECHOES: An Interdisciplinary Appoach in Digital Reviving of Archaeo-anthropological Material.", In: Proceedings of the 9th International Conference on Digital Heritage (EuroMED-2022), 07-11 November 2022, Cyprus: Springer (in press).
  66. G. Georgiou, E. Anastasovitis, S. Nikolopoulos, I. Kompatsiaris, "Transforming storytelling into a story-living virtual museum: EPANASTASIS-1821.", In: Proceedings 9th International Conference on Digital Heritage focusing on Documentation, Preservation and Protection (EuroMED-2022), 07-11 November 2022, Cyprus: Springer, 2022 (in press).
  67. E. Anastasovitis, I. Simou, A. Koskeris, K. Stefanaki, A. Kalogerakis, K. Zorbas, S. Nikolopoulos, I. Kompatsiaris, "Designing an Innovative e-learning Platform for the Art of the Cretan Hagiography.", In: Proceedings of the 9th International Conference on Digital Heritage (EuroMED-2022), 07-11 November 2022, Cyprus: Springer (in press).
  68. A. Mourantian, M. Aslanidou, S. Faliagka, N. Katsoulas, E. M. Pechlivani, E. Levizou, "Combined effects of biostimulants and coupled/decoupled aquaponic systems on functional and growth responses of tomato", XVII International Conference on the Plant Family of Solanaceae (SOL2022), 1-5 November 2022, Thessaloniki, Greece. https://sol2022.web.auth.gr/wp-content/uploads/2022/10/BOOK-OF-ABSTRACTS-OF-XVII-Solanaceae2022.pdf.
  69. A. Mpatziakas, A. Sinanis, I. Hamlatzis, A. Drosou, D. Tzovaras, "AI-Based mechanism for the Predictive Resource Allocation of V2X related Network Services", 2022 18th International Conference on Network and Service Management (CNSM), Thessaloniki, Greece, 2022. https://ieeexplore.ieee.org/document/9964722
  70. A. Papadopoulos, A. Lalas, K. Votis, D. Tyrovolas, G. Karagiannidis, S. Ioannidis, C. Liaskos, "An Open Platform for Simulating the Physical Layer of 6G Communication Systems with Multiple Intelligent Surfaces", 2022 18th International Conference on Network and Service Management (CNSM), Thessaloniki, Greece, 2022, pp. 359-363. https://arxiv.org/abs/2211.01659
  71. C. Kouzinopoulos, A. Blitsi, G. Stavropoulos, K. Votis, D. Tzovaras, "A fuzzy knowledge-based system for UV exposure management", IEEE WFioT2022. https://wfiot2022.iot.ieee.org/
  72. K. Georgiadis, A. Saà-Garriga, M. Kerim Yucel, A. Drosou, B. Manganelli, "Adaptive Mask-based Pyramid Network for Realistic Bokeh Rendering", ECCV 2022 Advances in Image Manipulation Workshop, 2022. doi: 10.48550/arXiv.2210.16078
  73. G. Siachamis, C. Kaliakatsos, G. Stavropoulos, K. Votis, D. Ioannidis, D. Tzovaras, "A decentralized secured data sharing framework for IoT networks", IEEE WFioT2022. https://wfiot2022.iot.ieee.org/
  74. C. Savvaidis, A. Blitsi, G. Stavropoulos, I. Papoutsoglou, C. Patsonakis, K. Votis, D. Tzovaras, "Decentralising Access Control for IoT environment", IEEE WFioT2022. https://wfiot2022.iot.ieee.org/
  75. T. Tziolas, T. Theodosiou, K. Papageorgiou, A. Rapti, N. Dimitriou, D. Tzovaras, E. Papageorgiou, "Wafer Map Defect Pattern Recognition using Imbalanced Datasets", 13th International Conference on Information, Intelligence, Systems and Applications (IISA), 2022.
  76. E. Krasanakis, S. Papadopoulos, I. Kompatsiaris, "AutoGF: Runtime Graph Filter Tuning for Community Node Ranking", . 11th International Conference on Complex Networks and their Applications, 2022
  77. I. Lazarou, M. Grammatikopoulou, L. Mpaltadoros, V. Alepopoulos, S. Nikolopoulos, T. Stavropoulos, C. de Boer, P. Visser, M. Tsolaki, D. Aarsland, V. Narayan, "Investigating the impact of a real domestic smart home environment in people with cognitive impairment as part of the RADAR-AD Tier 3 Study: A Feasibility study.", 32nd Alzheimer Europe Conference. 17-19 October 2022 Bucharest, Romania.
  78. V. Oikonomou, S. Nikolopoulos, I. Kompatsiaris, "A Multitask Bayesian Framework for the analysis of Motor Imagery EEG Data", 30th European Signal Processing Conference (EUSIPCO), 2022, pp. 1308-1312.
  79. C. Chatzikonstantinou, G. Valasidis, K. Stavridis, G. Malogiannis, A. Axenopoulos, P. Daras, "UCF-CAP, Video Captioning in the Wild", 2022 IEEE International Conference on Image Processing (ICIP), Bordeaux, France, 2022, pp. 1386-1390. doi: 10.1109/ICIP46576.2022.9898011
  80. G. Terzoglou, M. Loufakis, G. Aswestopoulos, P. Symeonidis, D. Ioanidis, D. Tzovaras, "Deep convolutional neural network framework for automatedinspections and predictive maintenance of PV plants using thermal UAV images", . Proceedings of: 12th International Conference & Exhibition on Green Flexible Printed Electronics Industry (ICEFPE22) and AGRIVOLTAICS 2022, 10 - 12 October 2022, Divani Caravel Hotel, Athens.
  81. E. Panopoulou, E. Tambouris, A. Gerontas, K. Tarabanis, "Towards an Evaluation Plan for Integrated Public Service (IPS) Provision", 15th International Conference on Theory and Practice of Electronic Governance (ICEGOV2022), Guimarães, Portugal, 4-7 October, 2022.
  82. E. Tambouris, T. Tavantzis, K. Vergidis, A. Gerontas, K. Tarabanis, "Integrating BPMN with DMN to model complex Public Services: The case of Getting a Transportation Card for Disabled in Greece", 15th International Conference on Theory and Practice of Electronic Governance (ICEGOV2022), Guimarães, Portugal, 4-7 October, 2022.
  83. 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
  84. 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.
  85. S. Petridis, A. Bintoudi, A. Veliskaki, V. Karapatsias, M. Fotopoulou, D. Rakopoulos, D. Ioannidis, D. Tzovaras, "State Estimation inUnbalanced Smart Grids", . In 2022 International Conference on Smart Energy Systems and Technologies (SEST) (pp. 1-6). IEEE, September, 2022.
  86. G. Tzanetis, P. Masa, S. Kintzios, S. Vrochidis, I. Kompatsiaris, A. Triantafylloy, A. Liatifiis, A. Giordanis, I. Vourvachis, "STRONG: an Advanced First Responders Training Approach.", In 9th International Conference on Civil Protection & New Technologies (SafeThessaloniki 2022), 29 September - 1 October 2022, Thessaloniki, Greece (accepted for publication).
  87. A. Stergioulas, N. Grammalidis, "Phenology monitoring from multitemporal and multispectral satellite data: applications for crop monitoring and bloom detection", Online Conference in Nonlinear Science and Complexity (NSC2022), Thessaloniki Greece, September 2022.
  88. S. Koltsios, N. Katsaros, P. Klonis, G. Giannopoulos, G. Pastaltzidis, P. Chatzipanagiotidou, E. Klumbyte, D. Joannidis, D. Tzovaras, "A Digital Twin Application for Buildings Energy Performance Certification", IEEE ISC2 2022 conference.
  89. G. Tatsis, K. Koritsoglou, I. Fudos, E. Karvounis, K. Votis, D. Tzovaras, "Design and implementation of obstacle detection system for powered wheelchairs.", In *2022 7th South-East Europe Design Automation, Computer Engineering, Computer Networks and Social Media Conference (SEEDA-CECNSM)* (pp. 1-4). IEEE. (2022, September). https://ieeexplore.ieee.org/abstract/document/9932958
  90. A. Patenidis, E. Mitsopoulou, K. Votis, D. Tzovaras, "ISOMETRIC: An Intelligent System of Outpatient Monitoring Evaluation Towards Rehabilitation In Cloud", 2022 7th South-East Europe Design Automation, Computer Engineering, Computer Networks and Social Media Conference (SEEDA-CECNSM), pp. 1-5, 2022, IEEE. https://doi.org/10.1109/SEEDA-CECNSM57760.2022.9932975
  91. E. Krystallidou, A. Boursianis, P. Diamantoulakis, S. Goudos, G. Karagiannidis, G. Siachamis, G. Stavropoulos, D. Ioannidis, D. Tzovaras, "Radio frequency energy harvesting system and the utilization of blockchain technologies in agriculture", . In Proceedings of the 10th International Conference on Information and Communication Technologies in Agriculture, Food and Environment (HAICTA 2022), which took place in Athens, Greece, September 22-25, 2022.. CEUR Workshop Proceedings Online.
  92. N. Siopis, A. Alexiadis, G. Gerovasilis, A. Triantafyllidis, K. Votis, D. Tzovaras, "HSmartBPM: A modular web platform for tailored management of hypertension", 2022 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI), Ioannina, Greece, 2022, pp. 1-4. doi: 10.1109/BHI56158.2022.9926953
  93. P. Kampaktsis, I. Doulamis, E. Makri, I. Kalamaras, C. Papastergiopoulos, M. Emfietzoglou, P. Alvarez, A. Drosou, A. Briasoulis, "Characteristics, Predictors and Outcomes of Early Mammalian Target OF Rapamycin (mTOR) Inhibitor Use after Heart Transplantation; Insights from the United Network for Organ Sharing (UNOS) Database.", Journal of the American College of Cardiology, 79(9_Supplement), pp.492-492. 2022.
  94. E. Anastasovitis, E. Tsaknaki, G. Georgiou, S. Nikolopoulos, I. Kompatsiaris, "ECHOES from the past through immersive technologies and creative industry", (Best Application Poster Award). In Helin, K., Reyes-Lecuona, A., & Runde, C. (Eds.) (2022). The application track, posters and demos of EuroXR: Proceedings of the 19th Annual EuroXR Conference – 2022. VTT Technical Research Centre of Finland. VTT Technology, No. 408, pp.91-94. Stuttgart, Germany, 14-16 September 2022. https://doi.org/10.32040/2242-122X.2022.T408
  95. E. Anastasovitis, G. Georgiou, S. Nikolopoulos, I. Kompatsiaris, "A storyliving virtual museum: EPANASTASIS-1821.", In Helin, K., Reyes-Lecuona, A., & Runde, C. (Eds.) (2022). The application track, posters and demos of EuroXR: Proceedings of the 19th Annual EuroXR Conference – 2022. VTT Technical Research Centre of Finland. VTT Technology, No. 408, pp.91-94. Stuttgart, Germany, 14-16 September 2022. DOI: https://doi.org/10.32040/2242-122X.2022.T408
  96. 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
  97. A. Papazoglou Chalikias, E. Kouslis, O. Sarakatsanos, A. Boikou, S. I. Papadopoulos, C. Koutlis, S. Papadopoulos, S. Nikolopoulos, I. Kompatsiaris, D. Gavilan, D. Shin, Y. Chen, A. François, M. Jauk, J. Sutherland, "Novel Paradigms of Human-Fashion Interaction.", In Proceedings of the 12th Hellenic Conference on Artificial Intelligence (pp. 1-11). (SETN '22). Association for Computing Machinery, New York, NY, USA, Article 62, 1–11. https://doi.org/10.1145/3549737.3549803
  98. E. Kalampokis, N. Karacapilidis, D. Tsakalidis, K. Tarabanis, "Artificial Intelligence and Blockchain Technologies in the Public Sector: A Research Projects Perspective", EGOV-CeDEM-ePart 2022, LNCS vol. 13391, pp 323–335, Linköping, Sweden, 6-8 September 2022.
  99. 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
  100. 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
  101. A. Aidonis, G. Georgiou, I. Kompatsiaris, S. Protopsalti, S. Tzevreni, C. Alagiaoglou, M. Mavrokostidou, V. Kartsiakli, P. Vraka, C. Papageorgopoulou, "Echoes – Digital reconstruction of ancient human biographies, through the study of archaeo – anthropological material from Thessaloniki, Greece", [poster presentation]. 28th EAA annual meeting, Budapest, 31 August – 03 September 2022.
  102. C. Athanasiadis, K. Pippi, T. Papadopoulos, C. Korkas, C. Tsaknakis, V. Alexopoulou, V. Nikolaidis, E. Kosmatopoulos, "A Smart Energy Management System for Elderly Households.", In 2022 57th International Universities Power Engineering Conference (UPEC) (pp. 1-6). IEEE. (2022, August).
  103. A. Mystakidis, E. Ntozi, K. Afentoulis, P. Koukaras, G. Giannopoulos, N. Bezas, P. Gkaidatzis, D. Ioannidis, C. Tjortjis, D. Tzovaras, "One Step Ahead Energy Load Forecasting: A Multi-model approach utilizing Machine and Deep Learning", . In 2022 57th International Universities Power Engineering Conference (UPEC) (pp. 1-6). IEEE, Istanbul, Turkey, August 2022. doi: 10.1109/UPEC55022.2022.9917790
  104. G. Agrafiotis, E. Makri, I. Flionis, A. Lalas, K. Votis, D. Tzovaras, "Image-based Neural Network Models for Malware Traffic Classification using PCAP to Picture Conversion.", In Proceedings of the 17th International Conference on Availability, Reliability and Security (pp. 1-7). (2022, August).. https://dl.acm.org/doi/abs/10.1145/3538969.3544473
  105. D. Alexiou, K. Tsiakas, I. Kostavelis, D. Giakoumis, A. Gasteratos, D. Tzovaras, "Loop-Closure Detection with 3D LiDAR Data for Extreme Viewpoint Changes", 2022 26th International Conference on Methods and Models in Automation and Robotics (MMAR), pp. 29-34, August 2022, doi: 10.1109/MMAR55195.2022.9874344.
  106. N. Giatsoglou, E. Krasanakis, S. Papadopoulos, I. Kompatsiaris, "A Graph Diffusion Scheme for Decentralized Content Search based on Personalized PageRank.", In 2022 IEEE 42nd International Conference on Distributed Computing Systems Workshops (ICDCSW), Bologna, Italy, 2022 (pp. 53-59). IEEE. (2022, July). doi: 10.1109/ICDCSW56584.2022.00019
  107. M. Kaseris, A. Boumpakis, P. Charalampous, I. Kostavelis, S. Malassiotis, D. Tzovaras, "i-Mannequin – A complete solution for Rapid Garment Prototyping", 12th Conference on Artificial Intelligence, Cofru, Greece, 2022.
  108. N. Kladovasilakis, P. Sideridis, K. Tzetzis, I. Kostavelis, D. Tzovaras, "Design and Rapid Development of a Multi-functional Soft Actuator utilizing Additive Manufacturing Technologies.", International Summit on Nanomedicine and Robotics 2022, July 18-19,2022 , At London,UK.
  109. 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
  110. W. Müller, D. Mühlenberg, D. Pallmer, U. Zeltmann, C. Ellmauer, F. Carrasco, A. Garcia, K. Demestichas, N. Peppes, D. Touska, K. Gkountakos, E. Muñoz Navarro, S. Martinez, "Knowledge Engineering for Crime Investigation.", In N. Callaos, J. Horne, B. Sánchez, M. Savoie (Eds.), Proceedings of the 26th World Multi-Conference on Systemics, Cybernetics and Informatics: WMSCI 2022, Vol. III, pp. 64-69. International Institute of Informatics and Cybernetics. https://doi.org/10.54808/WMSCI2022.03.64
  111. P. Archiciński, S. Sala, E. Katsikis, M. Ruciński, R. Chadoulis, A. Kita, E. Gromny, E. Woźniak, I. Manakos, "Correlation of the flooding regimewith the presence of solidago gigantea over the valley of Narew in Poland", 11-15 July 2022, Warsaw, pp. 140. IALE 2022 European Landscape Ecology Congress, making the future, learning from the past
  112. V. Zalokostas-Diplas, N. Makris, V. Passas, T. Korakis, "Experimental Evaluation of ML Models for Dynamic VNF Autoscaling", proceedings of IEEE 2022 Conference on Standards for Communications and Networking (CSCN), 2022.
  113. E. Anastasovitis, S. Nikolopoulos, I. Kompatsiaris, "Creative Industries and Immersive Technologies at the Service of Archaeological Research and Historical Documentation (in Greek).", In Proceedings of SmartEYE Workshop: The Use of New Technologies for the Dissemination of Archaeological Information. Thessaloniki, 07 July 2022. AUTH.
  114. 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
  115. 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", International Conference on 3D Printing & Bioprinting, AI, Digital & Additive Manufacturing (I3D22) 6-7 July, Thessaloniki, Greece. https://www.nanotexnology.com/2022/images/stories/food/I3D22_PROGRAM.pdf.
  116. T. Kalvourtzis, L. Gymnopoulos, E. Milli, S. Cobello, K. Dimitropoulos, P. Daras, "Robo-cook’s Path: An online multiplayer board dietary game", International Conference on Pervasive Technologies Related to Assistive Environments Conference (PETRA 2022), June-July, 2022, Corfu, Greece.
  117. A. Grammatikopoulou, N. Grammalidis, M. Papadogiorgaki, M. Zervakis, "A platform for health emergency warning and wandering behaviour detection supporting people with Intellectual Disability", In Proceedings of the 15th International Conference on PErvasive Technologies Related to Assistive Environments (pp. 694-699), (PETRA 2022), June-July, 2022, Corfu, Greece.
  118. J. Jiménez, J. Mercado, L. Carrasco, V. Ruíz, V. Solachidis, J. Serrano, N. Vretos, F. Álvarez, "Monitoring of motor function in the rehabilitation room", . In Proceedings of the 15th International Conference on PErvasive Technologies Related to Assistive Environments 2022 Jun 29 (pp. 683-688).
  119. R. Medina-García, C.M. Lozano-Hernández, J. Mercado Gómez, J. Jiménez Ramos, S. Glišović Krivec, M. Steinböck, A. Chiaravalloti, P. Karkazis, V. Solachidis, N. Vretos, J. Serrano, "Virtual assistants and intelligent care environments for long-term patients: A Home set scenario", . In Proceedings of the 15th International Conference on PErvasive Technologies Related to Assistive Environments 2022 Jun 29 (pp. 689-693).
  120. C. Oikonomou, C. Kouzinopoulos, D. Ioannidis, D. Tzovaras, "An Encryption Scheme using Dynamic Keys and Stream Ciphers for Embedded Devices", . In 2022 11th Mediterranean Conference on Embedded Computing (MECO) (pp. 1-4). IEEE, June 2022.
  121. S. Baxevanakis, G. Kordopatis-Zilos, P. Galopoulos, L. Apostolidis, K. Levacher, I. Baris Schlicht, D. Teyssou, I. Kompatsiaris, S. Papadopoulos, "The MeVer DeepFake Detection Service: Lessons Learnt from Developing and Deploying in the Wild.", In Proceedings of the 1st International Workshop on Multimedia AI against Disinformation (pp. 59-68). https://doi.org/10.1145/3512732.3533587
  122. 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
  123. 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
  124. G. Belessiotis, M. Elsenety, E. Christopoulos, P. Falaras, "Effect of dyes on indoor-operating DSSCs and PSSCs", Athens Conference on Advances in Chemistry (ACAC 2022) June 26 - July 1, 2022, National and Kapodistrian University of Athens (NKUA), Greece, Book of Abstracts, P-63.
  125. A. Zaky, E. Christopoulos, P. Falaras, "Enhancing the performance of perovskite solar cells based on Fe-doped electron transporting layer", Athens Conference on Advances in Chemistry (ACAC 2022) June 26 - July 1, 2022, National and Kapodistrian University of Athens (NKUA), Greece, Book of Abstracts, P-57.
  126. C. Theodoridou, D. Antonopoulos, A. Kargakos, I. Kostavelis, D. Giakoumis,D. Tzovaras, "Robot Navigation in Human Populated Unknown Environments based on Visual-Laser Sensor Fusion", In Proceedings of the 15th International Conference on PErvasive Technologies Related to Assistive Environments, pp. 336-342, June 2022.
  127. A. Stergioulas, K. Dimitropoulos, N. Grammalidis, "Crop classification from satellite image sequences using a two-stream network with temporal self-attention", IEEE International Conference on Imaging Systems and Techniques (IST 2022), 21-23 June, 2022.
  128. G. Zampokas, E. Skartados, D. Alexiou, K. Tsiakas, I. Tzanakis, N. Roussos, D. Giakoumis, I. Kostavelis, C. S. Bouganis, D. Tzovaras, "WTA/TLA: A UAV-captured Dataset for Semantic Segmentation of Energy Infrastructure", In 2022 International Conference on Unmanned Aircraft Systems (ICUAS), pp. 552-561, IEEE, June 2022.
  129. I. Pastaltzidis, N. Dimitriou, K. Quezada-Tavarez, S. Aidinlis, T. Marquenie, A. Gurzawska, D. Tzovaras, "Data augmentation for fairness-aware machine learning: Preventing algorithmic bias in law enforcement systems.", In 2022 ACM Conference on Fairness, Accountability, and Transparency (FAccT '22). Association for Computing Machinery, New York, NY, USA, June 2022, 2302–2314. https://doi.org/10.1145/3531146.3534644
  130. 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
  131. 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
  132. 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
  133. 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
  134. 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
  135. G. Karatzinis, C. Korkas, M. Terzopoulos, C. Tsaknakis, A. Stefanopoulou, I. Michailidis, E. Kosmatopoulos, "Chargym: An EV charging station model for controller benchmarking.", In Artificial Intelligence Applications and Innovations. AIAI 2022 IFIP WG 12.5 International Workshops: MHDW 2022, 5G-PINE 2022, AIBMG 2022, ML@ HC 2022, and AIBEI 2022, Hersonissos, Crete, Greece, June 17–20, 2022, Proceedings (pp. 241-252). Cham: Springer International Publishing.
  136. A. Scherrer, T. Zimmermann, S. Riedel, F. Mousa, I. Wasswa-Musisi, R. Zifrid, H. Tillil, P. Ulrich, T. Kosmidis, J. Reis, G. Oestreicher, M. Möhler, I. Kalamaras, K. Votis, S. Venios, M. Plakia, S. Diamantopoulos, "Digitally Assisted Planning and Monitoring of Supportive Recommendations in Cancer Patients.", In Artificial Intelligence Applications and Innovations. AIAI 2022 IFIP WG 12.5 International Workshops: MHDW 2022, 5G-PINE 2022, AIBMG 2022, ML@ HC 2022, and AIBEI 2022, Hersonissos, Crete, Greece, June 17–20, 2022, Proceedings (pp. 401-411). Cham: Springer International Publishing.
  137. 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
  138. E. Diamantidou, D. Giakoumis, K. Votis, D. Tzovaras, S. Likothanassis, "Comparing Deep Learning and Human Crafted Features for Recognising Hand Activities of Daily Living from Wearables", . In 2022 23rd IEEE International Conference on Mobile Data Management (MDM), pp. 381-384, IEEE, June 2022.
  139. D. Zeginis, K. Tarabanis, "Towards an event-centric knowledge graph approach for public administration.", IEEE 24th Conference on Business Informatics (CBI), pp. 25-32. (2022).
  140. T. Varelas, A. Pentefountas, D. Kehagias, D. Tzovaras, "Reconstruction of Ancient Settlement of Akrotiri, Thira in 1613 BC in the Context of an Integrated Virtual Reality Serious Game", (IN)TANGIBLE HERITAGE(S), June 15-17, Cantenburry, 2022.
  141. C. Papastergiopoulos, A. Vafeiadis, I. Papadimitriou, K. Votis, D. Tzovaras, "On the generalizability of two-dimensional convolutional neural networks for fake speech detection.", In Proceedings of the 1st International Workshop on Multimedia AI against Disinformation (pp. 3-9). (2022, June).
  142. D. Tsiktsiris, A. Lalas, M. Dasygenis, K. Votis, D. Tzovaras, "An Efficient Method for Addressing COVID-19 Proximity Related Issues in Autonomous Shuttles Public Transportation.", In Proceedings of the Artificial Intelligence Applications and Innovations: 18th IFIP WG 12.5 International Conference (AIAI 2022), Hersonissos, Crete, Greece, 17-20 June, 2022. https://doi.org/10.1007/978-3-031-08333-4_14
  143. 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. DOI: 10.1145/3512527.3531404
  144. 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 https://pesxm13.chemeng.upatras.gr/index.php/paper/199.
  145. 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)
  146. 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
  147. B. Ionescu, G. Kordopatis-Zilos, A. Popescu, L. Cuccovillo, S. Papadopoulos, "MAD'22 Workshop: Multimedia AI against Disinformation.", In Proceedings of the 2022 International Conference on Multimedia Retrieval (pp. 688-689). (2022, June).
  148. E. Anastasovitis, G. Georgiou, E. Matinopoulou, E. Tsaknaki, A. Maniati, S. Nikolopoulos, I. Kompatsiaris, "Reviving a Painting to Narrate a Story: Digital Storytelling through Creative Industries.", DARIAH-EU Annual Event 2022, Athens, 31 May – 03 June 2022. DOI: 10.5281/zenodo.6720075
  149. 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
  150. L. Seduikyte, P. Georgali, C. Panteli, P. Chatzipanagiotidou, S. Koltsios, D. Ioannidis, L. Stasiulienė, P. Spūdys, D. Pupeikis, A. Jurelionis, P. Fokaides, "Next-Generation Energy Performance Certificates. What novel implementation do we need?", REHVA 14th HVAC World Congress CLIMA 2022.
  151. A. Coluccia, A. Fascista, A. Schumann, L. Sommer, A. Dimou, D. Zarpalas, N. Sharma, M. Nalamati, O. Eryuksel, K. Ozfuttu, F. Akyon, K. Sahin, E. Buyukborekci, D. Cavusoglu, S. Altinuc, D. Xing, H. Unlu, N. Evangeliou, A. Tzes, A. Nayak, M. Bouazizi, T. Ahmad, A. Gonçalves, B. Rigault, R. Jain, Y. Matsuo, H. Prendinger, E. Jajaga, V. Rushiti, B. Ramadani, D. Pavleski, "Drone-vs-Bird Detection Challenge at ICIAP 2021.", In Image Analysis and Processing. ICIAP 2022 Workshops: ICIAP International Workshops, Lecce, Italy, May 23–27, 2022, Revised Selected Papers, Part II* (pp. 410-421). Cham: Springer International Publishing. (2022, August).
  152. 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
  153. T. Theodoridis, G. Katsikas, N. Vretos, P. Daras, "A Symbiotic Orchestration Module for Multi-agent Collaboration in Disaster Response Scenarios", . ISCRAM 2022 : 771-780. https://dblp.org/db/conf/iscram/iscram2022.html#conf/iscram/TheodoridisKVD22
  154. G. Dafoulas, I. Kalamaras, K. Votis, A. Bargiota, "Glucose control and mortality in critically Ill patients, based on real world evidence.", In Endocrine Abstracts (Vol. 81). Bioscientifica. 2022, May.
  155. 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
  156. E. Jelisić, M. Janković, N. Ivezić, B. Kulvatunyou, D. Kehagias, Z. Marjanović, "Business context-based approach for Digital Twin services integration.", In: Zdravković, M., Trajanović, M., Konjović, Z. (Eds.) ICIST 2022 Proceedings, pp.198-202, 2022.
  157. 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
  158. T. Varelas, A. Pentefountas, A. Sinani, M. Tsimpoura, D. Kehagias, A. Tsakiris, D. Tzovaras, A. Kontonikolaou, "Activator: An interactive and immersive educational VR platform for promoting the value of ancient Greek civilization", ICSHMS April 10 2022 Nicosia, Cyprus, 2022.
  159. 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.
  160. L. Lourenço, P. Figueiras, R. Costa, M. Ntemi, B. Mandler, A. Tsanousa, I. Gialampoukidis, A. Gomez, L. Urko, S. Vrochidis, S. Gálvez-Settier, R. Poler, "Manufacturing Data Analytics for Manufacturing Quality Assurance.", Proc. of Interoperability for Enterprise Systems and Applications Workshops I-ESA 2022, Valencia, March 23-25, 2022, CEUR-WS.org, online: http://ceur-ws.org/Vol-3214/WS4Paper4.pdf
  161. G. Apostolou, A. Nowak-Meitinger, J. Mayer, B. Andres, R. Trevino, D. Kozhuharova, I. Gialampoukidis, R. Poler, S. Vrochidis, I. Kompatsiaris, "Industrial Data Services for Quality Control in Industry 4.0.", Proc. of Interoperability for Enterprise Systems and Applications Workshops I-ESA 2022, Valencia, March 23-25, 2022, CEUR-WS.org, online: http://ceur-ws.org/Vol-3214/WS4Paper1.pdf
  162. E. Nieto, A. Gomez, M. Ntemi, A. Nowak-Meitinger, J. Mayer, R. Trevino, M. Mateo-Casalí, G. Apostolou, R. Poler, I. Gialampoukidis, S. Vrochidis, "Manufacturing Line Qualification and Reconfiguration to Improve the Manufacturing Outcomes.", Proc. of Interoperability for Enterprise Systems and Applications Workshops I-ESA 2022, Valencia, March 23-25, 2022, CEUR-WS.org, online: http://ceur-ws.org/Vol-3214/WS4Paper5.pdf
  163. N. Ivezić, E. Jelisić, M. Janković, B. Kulvatunyou, D. Kehagias, Z. Marjanović, "Advancing Data Exchange Standards for Interoperable Enterprise Networks.", In: Proceedings of Interoperability for Enterprise Systems and Applications Workshops co-located with I-ESA 2022, Valencia, Spain, March 23-25 2022, ISSN 1613-0073.
  164. E. Makri, G. Agrafiotis, I. Kalamaras, A. Lalas, K. Votis, D. Tzovaras, "Less is More: Compression of Deep Neural Networks for adaptation in photonic FPGA circuits.", In 2022 Data Compression Conference (DCC) (pp. 470-470). IEEE. (2022, March).. https://ieeexplore.ieee.org/abstract/document/9810741
  165. 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
  166. 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
  167. S. I. Papadopoulos, C. Koutlis, M. Pugliese, M. Sudheer, D. Rabiller, S. Papadopoulos, I. Kompatsiaris, "Attentive Hierarchical Label Sharing for Enhanced Garment and Attribute Classification of Fashion Imagery.", In Recommender Systems in Fashion and Retail: Proceedings of the Third Workshop at the Recommender Systems Conference (2021) (pp. 95-115). Cham: Springer International Publishing. (2022, March).
  168. D. Exarchou, A. Alexiadis, A. Triantafyllidis, D. Ioannidis, K. Votis, D. Tzovaras, "A Deep Learning-Based Dessert Recognition System for Automated Dietary Assessment.", In International Conference on Wireless Mobile Communication and Healthcare (pp. 60-70). Springer, Cham. (2022).
  169. N. Fair, S. Modafferi, A. Nizamis, U. Wajid, "Effective ProjectManagement Of 3Rd Party Funding In European Union Horizon Industry 4.0Projects: Sharing Experiences From Two Use Cases", ProjMAN 22 -International Conference on Project MANagement
  170. A. Nizamis, R. A. Deshmukh, T. Vafeiadis, F. Gigante-Valencia, M. J.Núñez, A. Schneider, D. Ioannidis, D. Tzovaras, "Application of a Visualand Data Analytics Platform for Industry 4.0 enabled by theInteroperable Data Spine: A Real-world Paradigm for Anomaly Detection inthe Furniture Domain", I-ESA’22 - Interoperability for EnterpriseSystems and Applications
  171. 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)
  172. 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 forEnergy-aware, Maintainable and Dependable Applications", 25th Design,Automation and Test in Europe Conference (DATE '22), Belgium, 2022.
  173. V. Pisinaras, A. Nikolaidou, T. Semertzidis, P. Daras, C. Güler, M. A. Kurt, "Application of deep learning algorithms for the forecasting of electrical conductivity under different saline hydrogeochemical environments", 2022 Goldschmidt Conference, 2022.
  174. 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).

Κεφάλαια Βιβλίων

  1. C. Tsita, C. Georgiadis, M. Zampeti, E. Papavergou, S. Tsiara, A. Pedefoudas, D. Kehagias, "An Approach to Facilitate Visitors’ Engagement with Contemporary Art in a Virtual Museum.", In: Moropoulou, A., Georgopoulos, A., Doulamis, A., Ioannides, M., Ronchi, A. (eds). Trandisciplinary Multispectral Modelling and Cooperation for the Preservation of Cultural Heritage. TMM_CH 2021. Communications in Computer and Information Science, vol 1574. Springer, Cham. https://doi.org/10.1007/978-3-031-20253-7_17
  2. 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
  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, , 53-66, July 2022. https://doi.org/10.1007/978-3-031-04961-3
  4. 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, , 23-52, July 2022. https://doi.org/10.1007/978-3-031-04961-3
  5. S. Karagiorgou, A. Papapostolou, D. Zeginis, Y. Georgiou, E. Frimpong, I. Tsapelas, S. Mouzakitis, K. Tarabanis, "On the Convergence of HPC, Big Data Services, and AI Technologies.", In HPC, Big Data, and AI Convergence Towards Exascale (pp.240-254). CRC Press. (2022).
  6. 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).
  7. 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.
  8. N. Komninos, I. Tsampoulatidis, C. Kakderi, S. Nikolopoulos, I. Kompatsiaris, "Projects for Smart Cities: Ecosystems, Connected Intelligence and Innovation for the Radical Transformation of Cities.", In: Patnaik, S., Sen, S., Ghosh, S. (eds) Smart Cities and Smart Communities. Smart Innovation, Systems and Technologies, vol 294. Springer, Singapore. https://doi.org/10.1007/978-981-19-1146-0_3
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