Δημοσιεύσεις Σε Περιοδικά

  1. N. Giakoumoglou, E. Kalogeropoulou, C. Klaridopoulos, E. M. Pechlivani, P. Christakakis, E. Markellou, N. Frangakis, D. Tzovaras, "Early detection of Botrytis cinerea symptoms using deep learning multi-spectral image segmentation", Smart Agricultural Technology, 2024, 8, 100481, ISSN 2772-3755 https://doi.org/10.1016/j.atech.2024.100481
  2. N. Kladovasilakis, E. M. Pechlivani, I. K. Sfampa, K. Tsongas, A. Korlos, C. David, D. Tzovaras, "Metal 3D-Printed Bioinspired Lattice Elevator Braking Pads for Enhanced Dynamic Friction Performance", Materials 2024, 17, 2765. https://doi.org/10.3390/ma17112765
  3. N. Giakoumoglou, T. Björnfot, D. S. Montes, M. Álvarez-Gil, D. Ilver, E. M. Pechlivani, "Artificial Intelligence-based Flow Cytometer for Real-time Algae Monitoring", Procedia Computer Science, 2024, 237, 320-327, ISSN 1877-0509 https://doi.org/10.1016/j.procs.2024.05.111
  4. N. Giakoumoglou, G. Pediaditis, E. M. Pechlivani, D. Tzovaras, "Deep Learning-based Lightweight Models for Bactrocera Oleae Detection", Procedia Computer Science, 2024, 237, 313-319, ISSN 1877-0509 https://doi.org/10.1016/j.procs.2024.05.110
  5. A. Restas, A. Tsakiris, C. Tsotakis, T. Kondodina, N. Giakoumoglou, E. M. Pechlivani, D. Tzovaras, D. Ioannidis, "A Collaborative AR/VR Platform for Social Manufacturing", Procedia Computer Science, 2024, 237, 733-741, ISSN 1877-0509 https://doi.org/10.1016/j.procs.2024.05.160
  6. S. Pemas, D. Gkiliopoulos, C. Samiotaki, D. N. Bikiaris, Z. Terzopoulou, E. M. Pechlivani, "Valorization of Tomato Agricultural Waste for 3D-Printed Polymer Composites Based on Poly(lactic acid)", Polymers 2024, 16, 1536. https://doi.org/10.3390/polym16111536
  7. I. F. Kyriakidis, N. Kladovasilakis, E. M. Pechlivani, K. Tsongas, "Mechanical Performance of Recycled 3D Printed Sustainable Polymer-Based Composites: A Literature Review", J. Compos. Sci. 2024, 8, 215. https://doi.org/10.3390/jcs8060215
  8. L. Alagialoglou, I. Manakos, E. Katsikis, S. Medinets, Y. Gazyetov, V. Medinets, A. Delopoulos, "Machine Learning for Identifying Emergent and Floating Aquatic Vegetation from Space: A Case Study in the Dniester Delta, Ukraine", Springer Nature Computer Science Journal, 2024, DOI: 10.1007/s42979-024-02873-7 https://link.springer.com/article/10.1007/s42979-024-02873-7
  9. E. Chandrou, S. Faliagka, A. Mourantian, M. G. Kollaros, K. Karamanoli, E. M. Pechlivani, N. Katsoulas, E. Levizou, "Exploring the Potential of Biostimulants to Optimize Lettuce Cultivation in Coupled and Decoupled Aquaponics Systems: Growth Performance, Functional Characteristics and Metabolomic Analysis", Horticulturae 2024, 10, 514. https://doi.org/10.3390/horticulturae10050514
  10. Y. Kouloglou, G. Antzoulatos, G. Vosinakis, F. Lombardo, A. Abella, M. Bakratsas, A. Moumtzidou, E. Maltezos, I. Gialampoukidis, E. Ouzounoglou, S. Vrochidis, A. Amditis, I. Kompatsiaris, M. Ferri, "FIWARE-compatible Smart Data Models for Satellite Imagery and Flood Risk Assessment to Enhance Data Management.", In Information 2024, 15(5), 257. https://doi.org/10.5281/zenodo.10198821
  11. D. Dahlke, P. Drakoulis, A. Fernández García, S. Kaiser, S. Karavarsamis, M. Mallis, W. Oliff, G. Sakellari, A. Belmonte-Hernández, F. Alvarez, D. Zarpalas, "Seamless Fusion: Multi-Modal Localization for First Responders in Challenging Environments.",Sensors. 2024; 24(9):2864. https://doi.org/10.3390/s24092864
  12. A. Bozas, S. Andreadis, D. Chatzakou, S. Symeonidis, O. Theodosiadou, P. Kyriakidis, A. Kokkalas, E. A. Stathopoulos, S. Diplaris, T. Tsikrika, I. Gialampoukidis, S. Vrochidis, I. Kompatsiaris, "From Research to Applications: What Can We Extract with Social Media Sensing?.", SN COMPUT. SCI. 5, 484 (2024). https://doi.org/10.1007/s42979-024-02712-9
  13. A. Doumanoglou, S. Asteriadis, D. Zarpalas, "Unsupervised Interpretable Basis Extraction for Concept-Based Visual Explanations.",In IEEE Transactions on Artificial Intelligence, vol. 5, no. 4, pp. 1496-1510, April 2024. doi: 10.1109/TAI.2023.3338169
  14. C. S. Kouzinopoulos, E. M. Pechlivani, N. Giakoumoglou, A. Papaioannou, S. Pemas, P. Christakakis, D. Ioannidis, D. Tzovaras, "A Citizen Science Tool Based on an Energy Autonomous Embedded System with Environmental Sensors and Hyperspectral Imaging", Journal of Low Power Electronics and Applications 2024, 14, 19. https://doi.org/10.3390/jlpea14020019
  15. E. M. Pechlivani, A. Papadimitriou, S. Pemas, A. Kanlis, M. Stefanidou, A. Drosou, D. Tzovaras, "3D printed Impact Echo Device for Concrete Crack Detection", Macromolecular Symposia 2024, https://doi.org/10.1002/masy.202300174 , Wiley-VCH
  16. A. Alexiadis, A. Tsanas, L. Shtika, V. Efopoulos, K. Votis, D. Tzovaras, A. Triantafyllidis, "Next-Day Prediction of Hypoglycaemic Episodes Based on the Use of a Mobile App for Diabetes Self-Managemen,", in IEEE Access, vol. 12, pp. 7469-7478, 2024, doi: 10.1109/ACCESS.2024.3350201.
  17. M. V. Kosti, M. Benayoun, N. Georgakopoulou, S. Diplaris, T. Pistola, V. R. Xefteris, A. Tsanousa, K. Valsamidou, P. Koulali, Y. Shekhawat, P. Sciama, I. Kalisperakis, S. Vrochidis, I. Kompatsiaris, "Connecting the Elderly Using VR: A Novel Art-Driven Methodology.", Applied Sciences. 2024; 14(5):2217. https://doi.org/10.3390/app14052217
  18. T. Kopalidis, V. Solachidis, N. Vretos, P. Daras, "Advances in Facial Expression Recognition: A Survey of Methods, Benchmarks, Models, and Datasets.", Information. 2024; 15(3):135. https://doi.org/10.3390/info15030135
  19. A. Vassiliades, G. Stathopoulos-Kampilis, G. Antzoulatos, S. Symeonidis, S. Diplaris, S. Vrochidis, N. Bassiliades, I. Kompatsiaris, "XR4DRAMA a knowledge-based system for disaster management and media planning.", The Knowledge Engineering Review, vol. 39, e1, 2024, Cambridge University Press.
  20. O. Manis, M. Skoumperdis, C. Kioroglou, D. Tzilopoulos, M. Ouzounis, M. Loufakis, N. Tsalikidis, N. Kolokas, P. Georgakis, I. Panagoulias, A. Tsolkas, D. Ioannidis, D. Tzovaras, M. Stankovski, "Data-Driven AI Models within a User-Defined Optimization Objective Function in Cement Production.", Sensors. 2024; 24(4):1225. https://doi.org/10.3390/s24041225
  21. M. Krestenitis, E. Raptis, A. Kapoutsis, K. Ioannidis, E. Kosmatopoulos, S. Vrochidis, "Overcome the Fear Of Missing Out: Active sensing UAV scanning for precision agriculture.", Robotics and Autonomous Systems, Vol. 172, February 2024, 104581, ISSN 0921-8890. https://doi.org/10.1016/j.robot.2023.104581
  22. L. Nixon, K. Apostolidis, E. Apostolidis, D. Galanopoulos, V. Mezaris, B. Philipp, R. Bocyte, "AI and data-driven media analysis of TV content for optimised digital content marketing.", Multimedia Systems Journal (Springer), vol. 30, art. 25, 2024. DOI: 10.1007/s00530-023-01195-7
  23. G. Apostolou, M. Ntemi, S. Paraschos, I. Gialampoukidis, A. Rizzi, S. Vrochidis, I. Kompatsiaris, "Novel Framework for Quality Control in Vibration Monitoring of CNC Machining.", Sensors. 2024; 24(1):307. https://doi.org/10.3390/s24010307

Δημοσιεύσεις Σε Συνέδρια

  1. C. Psychalas, K. Vlachos, A. Moumtzidou, I. Gialampoukidis, S. Vrochidis, I. Kompatsiaris, "MUDDAT: A Sentinel-2 image-based muddy water benchmark dataset for environmental monitoring.", In Proceedings of the 2024 IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2024), Athens, Greece, 07-12 July 2024, Physical, IEEE. DOI: 10.5281/zenodo.11220437
  2. P. Christakakis, D. Kapetas, S. Faliagka, N. Katsoulas, D. Tzovaras, E. M. Pechlivani, "Artificial Intelligence Algorithms Revolutionizing Insect Monitoring and Detection Challenges", Agricultural Engineering challenges in existing and new agroecosystems (AgEng) 2024, 1-4 July 2024, Athens, Greece
  3. P. Christakakis, N. Giakoumoglou, C. Klaridopoulos, E. Kalogeropoulou, D. Tzovaras, E. M. Pechlivani, "Hyperspectral Imaging Based on AI Algorithms for Early Detection of Plant Fungal Diseases", Agricultural Engineering challenges in existing and new agroecosystems (AgEng) 2024, 1-4 July 2024, Athens, Greece
  4. N. Kladovasilakis, I. Natsios, E. M. Pechlivani, D. Tzetzis, D. Tzovaras, "Valorizing Automotive Tire Waste via Additive Manufacturing Technologies.", 5th International Conference on Supply Chain (5th Olympus ICSC) 2024, 24-26 May 2024, Katerini, Greece (accepted).
  5. E. M. Pechlivani, "Investigation of TPU/CF properties utilizing composite filament co-extrusion.", ModTech 2024 International Conference, Modern Technologies in Industrial Engineering, June 24-27, 2024, Kuala-Lumpur, Malaysia (accepted in International Journal Of Modern Manufacturing Technologies).
  6. E. Tziviloglou, C. Stentoumis, J. I. Alvarez, E. Stathopoulos, S. Diplaris, A. Sfetsos, D. Vlachogiannis, I. Karatasios, "Resilient and adaptive renovation of 20th century buildings towards net-zero carbon built heritage - The approach of the SINCERE research project.", Proceedings of the 11th International Symposium on the Conservation of Monuments in the Mediterranean Basin (MONUBASIN), Athens, Greece, June 17-19, 2024. https://zenodo.org/records/11387767
  7. I. Poulios, T. Pistola, S. Symeonidis, S. Diplaris, K. Ioannidis, S. Vrochidis, I. Kompatsiaris, "Enhanced real-time motion transfer to 3D avatars using RGB-based human 3D pose estimation.", In ACM IMX 2024 Conference, Stockholm, Sweden, June 12-14, 2024.
  8. M. Pegia, D. Georgalis, N. Pantelidis, B. Þ. Jónsson, A. Moumtzidou, S. Diplaris, I. Gialampoukidis, S. Vrochidis, I. Kompatsiaris, "3DMSE: An Interactive 3D Media Search Engine.", in Proceedings of the 2024 International Conference on Multimedia Retrieval (ICMR 2024), Phuket, Thailand, June 10-14, 2024. https://zenodo.org/records/10964444
  9. M. Pegia, S. Diplaris, S. Vrochidis, H. Schuldt, F. Spiess, R. Arnold, W. Bailer, "Multimedia Retrieval in and for XR.", In Proceedings of the 2024 International Conference on Multimedia Retrieval (ICMR 2024), Phuket, Thailand, June 10-14, 2024.
  10. M. Pegia, "Multimodality in Media Retrieval.", in Proceedings of the 2024 International Conference on Multimedia Retrieval (ICMR 2024), Phuket, Thailand, June 10-14, 2024. https://zenodo.org/records/10964391
  11. E. Gkagkari, M. Lili, S. Pemas, E. M. Pechlivani, K. Chaidou, D. Koutsonikolas, A. Asimakopoulou, "Preparation and Gas Separation Performance Evaluation of In-house Mixed Matrix Membranes and Metallic Membranes Developed on 3D-printed Substrates.", 14th Panhellenic Chemical Engineering Scientific Conference 2024, 29-31 May 2024, Thessaloniki, Greece
  12. S. Pemas, C. Kouroutzidou, E. M. Pechlivani, M. Stefanidou, A. A. Konstantinidis, "Enhancing Clay-Based 3D Printing Mortars with Polymeric Mesh Reinforcement Techniques.", Polymers 2024 - Polymers for a Safe and Sustainable Future, 28-31 May 2024, Athens, Greece (accepted in MDPI journal proceedings).
  13. S. Pemas, N. Kladovasilakis, E. M. Pechlivani, I. Natsios, L. Melidis, A. Chortis, A. A. Konstantinidis, K. Katakalos, D. Tzetzis, D. Tzovaras, E. Anastasiou, "Utilizing LDPE as a Second Life of Waste Plastic through Pellet Extruder 3D Printing.", 5th International Conference on Supply Chain (5th Olympus ICSC) 2024, 24-26 May 2024, Katerini, Greece (accepted).
  14. D. Papazoglou, S. Devrelis, M. Loufakis, P. Symeonidis, D. Ioannidis, D. Tzovaras, G. Oikonomou, I. Kourmpetis, "Web-Based Decision Support System for Remote Weather Radar Maintenance: Design and Implementation.", 2024 7th International Conference on Artificial Intelligence and Big Data (ICAIBD).
  15. A. Doumanoglou, D. Zarpalas, K. Driessens, "Concept Basis Extraction for Latent Space Interpretation of Image Classifiers.",In Proceedings of the 19th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2024) - Volume 3: VISAPP, pages 417-424.
  16. F. Rizou, E. Kolofotia, I. Raptis, V. Mpletsos, E. M. Pechlivani, A. Mazarakis-Ainian, E. Dotsika, A. Drosou, D. Tzovaras, "Utilizing Terrestrial Laser Scanning with a Unity3D georeferenced platform for ancient archaeological sites.", 10th International Conference on Geographical Information Systems Theory, Applications and Management GISTAM 2024, 02-04 May, Angers, France.
  17. F. Sarri, P. Kasnesis, S. Symeonidis, I. Paraskevopoulos, S. Diplaris, F. Posteraro, G. Georgoudis, K. Mania, "Embodied Augmented Reality for Lower Limb Rehabilitation.", Proceeding of the EUROGRAPHICS 2024, workshop on 'Creating Lively Interactive Populated Environments (CLIPE)' (CLIPE 2024), Limassol, Cyprus, 2024. https://zenodo.org/records/11072963
  18. A. Kasampalis, D. Chatzakou, T. Tsikrika, S. Vrochidis, I. Kompatsiaris, "Bias Detection and Mitigation in Textual Data: a Study on Fake News and Hate Speech Detection.", Advances in Information Retrieval: 46th European Conference on Information Retrieval, ECIR 2024, Glasgow, UK, Proceedings, Part III, Pages 374–383, March 24–28, 2024. https://doi.org/10.1007/978-3-031-56063-7_29
  19. G. Gkogkos, N. Giakoumoglou, E. M. Pechlivani, K. Votis, D. Tzovaras, "Artificial Intelligence Data Model Verification through Distributed Ledger Technology", 28th international scientific and professional Conference Information Technology 2024, 21 -24 February 2024, Žabljak, Montenegro, IEEE Xplore https://doi.org/10.1109/IT61232.2024.10475723
  20. C. Eleftheriadis, Z. Batzos, K. Kyranou, G. Andronikidis, I. Hadjigeorgiou, E. M. Pechlivani, "Machine learning for cyber security frameworks in smart farming", 28th international scientific and professional Conference Information Technology 2024, 21 -24 February 2024, Žabljak, Montenegro, IEEE Xplore, https://doi.org/10.1109/IT61232.2024.10475711
  21. F. Rizou, R. Kougkolos, D. Kapetas, C. Georgiadis, G. Patseas, I. Raptis, A. Tsakiris, E. M. Pechlivani, D. Ioannidis, D. Tzovaras, "Advancing Cultural Heritage Preservation through monument 3D reconstruction and multi-platform interaction-based applications", 28th international scientific and professional Conference Information Technology 2024, 21 -24 February 2024, Žabljak, Montenegro, IEEE Xplore https://doi.org/10.1109/IT61232.2024.10475758
  22. A. Leventakis, D. Galanopoulos, V. Mezaris, "Cross-modal Networks, Fine-Tuning, Data Augmentation and Dual Softmax Operation for MediaEval NewsImages 2023.", Proc. 2023 Multimedia Evaluation Workshop (MediaEval), Amsterdam, NL, Feb. 2024.
  23. K. Triaridis, V. Mezaris, "Exploring Multi-Modal Fusion for Image Manipulation Detection and Localization.", Proc. 30th Int. Conf. on MultiMedia Modeling (MMM 2024), Amsterdam, NL, Jan.-Feb. 2024. https://arxiv.org/abs/2312.01790
  24. I. Kontostathis, E. Apostolidis, V. Mezaris, "An Integrated System for Spatio-Temporal Summarization of 360-degrees Videos.", Proc. 30th Int. Conf. on MultiMedia Modeling (MMM 2024), Amsterdam, NL, Jan.-Feb. 2024. https://arxiv.org/abs/2312.02576
  25. E. Apostolidis, K. Apostolidis, V. Mezaris, "Facilitating the Production of Well-tailored Video Summaries for Sharing on Social Media.", Proc. 30th Int. Conf. on MultiMedia Modeling (MMM 2024), Amsterdam, NL, Jan.-Feb. 2024. https://arxiv.org/abs/2312.02616
  26. N. Pantelidis, M. Pegia, D. Galanopoulos, K. Apostolidis, K. Stavrothanasopoulos, A. Moumtzidou, K. Gkountakos, I. Gialampoukidis, S. Vrochidis, V. Mezaris, I. Kompatsiaris, B. Jonsson, "VERGE in VBS 2024.", In Proceedings of the 30th International Conference on Multimedia Modeling (MMM 2024), Amsterdam, The Netherlands, January 29 - February 2, 2024.
  27. M. Pegia, B. Þór Jónsson, A. Moumtzidou, S. Diplaris, I. Gialampoukidis, S. Vrochidis, I. Kompatsiaris, "Multimodal 3D Object Retrieval.", In Proceedings of the 30th International Conference on Multimedia Modeling (MMM 2024), Amsterdam, The Netherlands, January 29 - February 2, 2024. https://zenodo.org/records/10226589
  28. M. Pegia, F. A. López, A. Moumtzidou, A. Gutierrez-Torre, B. Þór Jónsson, J. Lluís Berral-García, I. Gialampoukidis, S. Vrochidis, I. Kompatsiaris, "Time-Quality Tradeoff of MuseHash Query Processing Performance.", In Proceedings of the 30th International Conference on Multimedia Modeling (MMM 2024), Amsterdam, The Netherlands, January 29 - February 2, 2024. https://zenodo.org/records/10226935
  29. P. Vrachnos, M. Krestenitis, I. Koulalis, K. Ioannidis, S. Vrochidis, "A Framework for 3D Modeling of Construction Sites Using Aerial Imagery and Semantic NeRFs.", In International Conference on Multimedia Modeling (pp. 175-187). Cham: Springer Nature Switzerland, January, 2024.
  30. K. Gkrispanis, N. Gkalelis, V. Mezaris, "Filter-Pruning of Lightweight Face Detectors Using a Geometric Median Criterion.", Proc. IEEE/CVF Winter Conference on Applications of Computer Vision Workshops (WACVW 2024), Waikoloa, Hawaii, USA, Jan. 2024. https://arxiv.org/abs/2311.16613

Κεφάλαια Βιβλίων

  1. A. Papagianni, K. Ioannidis, T. Tsikrika, S. Vrochidis, I. Kompatsiaris, "Frugal and Robust AI for Defence Advanced Intelligence.", In Springer’s book series "Security Informatics and Law Enforcement".
  2. S. Martinez, M. Marin, E. Menendez, P. Vartholomeos, D. Giakoumis, A. Simi, C. Balaguer, "BADGER: Intelligent robotic system for underground construction.", In Infrastructure Robotics: Methodologies, Robotic Systems and Applications, 205-220, Wiley, 2024, ISBN: 9781394162840. https://doi.org/10.1002/9781394162871.ch10
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