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Δημοσιεύσεις ΙΠΤΗΛ

Δημοσιεύσεις σε Περιοδικά

  1. P. Charalampous, I. Kostavelis, T. Kontodina, D. Tzovaras, "Learning-based Error Modeling in FDM 3D Printing Process", Rapid Prototyping Journal, Emerald, January, 2021, https://doi.org/10.1108/RPJ-03-2020-0046
  2. G. Dafoulas, C. Karaberi, S. Segkouli, G. Dimakopoulos, K. Votis, D. Tzovaras, A. Bargiota, "Feasibility study of IoT telemonitoring for elderly patients with type 2 diabetes mellitus: Results of the Greek pilot of the ACTIVAGE multicenter randomised control trial", Endocrine Abstracts, 2021
  3. I. Fudos, M. Ntousia, V. Stamati, P. Charalampous, T. Kontodina, I. Kostavelis, D. Tzovaras, L. Billalis, "A characterization of 3D Printability", Computer-Aided Design and Applications, Volume 18, Number 6, pp. 1279-1295, https://doi.org/10.14733/cadaps.2021.1279-1295
  4. P. Kampaktsis, S. Moustakidis, A. Tzani, I. Doulamis, A. Drosou, A. Tzoumas, R. Asleh, A. Briasoulis, "State-of-the-art machine learning improves predictive accuracy of 1-year survival after heart transplantation", ESC Heart Failure, 2021 https://doi.org/10.1002/ehf2.13425
  5. P. Kampaktsis, A. Tzani, I. Doulamis, S. Moustakidis A. Drosou, N. Diakos, S. Drakos, A. Briasoulis, "State-of-the-art Machine Learning Algorithms for the Prediction of Outcomes after Contemporary Heart Transplantation: Results from the UNOS Database", Clin Transplant, 2021, to appear.
  6. N. Kladovasilakis, P. Charalampous, I. Kostavelis, D. Tzetzis, D. Tzovaras, "Impact of metal additive manufacturing parameters on the powder bed fusion and direct energy deposition processes: a comprehensive review", Progress in Additive Manufacturing, pp.1-17, 2021. https://doi.org/10.1007/s40964-021-00180-8
  7. S. Mylonas, A. Axenopoulos, P. Daras, "DeepSurf: A surface-based deep learning approach for the prediction of ligand binding sites on proteins", Bioinformatics Journal, 2021, Accepted for publication (https://arxiv.org/pdf/2002.05643).
  8. St. Papadopoulos, N. Dimitriou, A. Drosou, D. Tzovaras, "Modelling spatio-temporal ageing phenomena with deep Generative Adversarial Networks", Signal Processing: Image Communication, https://doi.org/10.1016/j.image.2021.116200
  9. I. Papastratis, K. Dimitropoulos, P. Daras, "Continuous Sign Language Recognition through a Context-Aware Generative Adversarial Network", Sensors, 21(7):2437, April 2021.
  10. S. Segkouli, D. Giakoumis, K. Votis, A. Triantafyllidis, I. Paliokas, D. Tzovaras, "Smart Workplaces for older adults: coping ‘ethically’ with technology pervasiveness", Universal Access in the Information Society (https://www.springer.com/journal/10209/) (accepted).
  11. T. Theodorou, A. Zamichos, M. Skoumperdis, A. Kougioumtzidou, K. Tsolaki, D. Papadopoulos, A. Patsios, G. Papanikolaou, A. Konstantinidis, A. Drosou, D. Tzovaras, "An AI-Enabled Stock Predic-tion Platform Combining News and Social Sensing with Financial Statements", Future Internet 13, no. 6: 138, 2021, https://doi.org/10.3390/fi13060138
  12. M. Tsourma, A. Zamichos, E. Efthymiadis, A. Drosou, D. Tzovaras, "An AI-enabled framework for real-time generation of News articles based on big EO data for disasters’ reporting", Future Internet, to appear.
  13. S. Wilson-Barnes, L. Gymnopoulos, K. Dimitropoulos, V. Solachidis, K. Rouskas, D. Russell, Y. Oikonomidis, S. Hadjidimitriou, J. Marıa Botana, B. Brkic, E. Mantovani, S. Gravina, G. Telo, E. Lalama, R. Buys, M. Hassapidou, S. Balula Dias, A. Batista, L. Perone, S. Bryant, S. Maas, S. Cobello, P. Bacelar, S. A. Lanham-New, K. Hart, "PeRsOnalised nutriTion for hEalthy livINg: The PROTEIN project", Nutrition Bulletin, vol.46., no 1, pp. 77-87, Feb 2021.

Δημοσιεύσεις σε Συνέδρια

  1. E .Batziou, P. Alvanitopoulos, K. Ioannidis, I. Patras, S. Vrochidis, I. Kompatsiaris, "Cycle-Consistent Adversarial Networks and Fast Adaptive Bi-dimensional Empirical Mode Decomposition for Style Transfer", 25th International Conference on Pattern Recognition (ICPR2020), 10 & 15 January 2021, Milan, Italy (accepted for publication)
  2. G. Dafoulas, C. Karaberi, S. Segkouli, K. Votis, G. Dimakopoulos, A. Papathanasiou, A. Bargiota, "ΑΞΙΟΛΟΓΗΣΗ ΓΛΥΚΑΙΜΙΚΗΣ ΡΥΘΜΙΣΗΣ ΗΛΙΚΙΩΜΕΝΩΝ ΑΣΘΕΝΩΝ ΜΕ ΣΑΚΧΑΡΩΔΗ ΔΙΑΒΗΤΗ ΤΥΠΟΥ 2 ΜΕΣΩ ΤΗΛΕΪΑΤΡΙΚΗΣ ΠΛΑΤΦΟΡΜΑΣ ΔΙΑΔΙΚΤΥΟΥ ΤΩΝ ΠΡΑΓΜΑΤΩΝ: ΑΠΟΤΕΛΕΣΜΑΤΑ ΤΟΥ ΕΛΛΗΝΙΚΟΥ ΣΚΕΛΟΥΣ ΤΗΣ ΠΟΛΥΚΕΝΤΡΙΚΗΣ ΤΥΧΑΙΟΠΟΙΗΜΕΝΗΣ ΜΕΛΕΤΗΣ ΑCTIVAGE", 48o ΠΑΝΕΛΛΗΝΙΟ ΣΥΝΕΔΡΙΟ ΕΝΔΟΚΡΙΝΟΛΟΓΊΑΣ, ΜΕΤΑΒΟΛΙΣΜΟΎ ΚΑΙ ΣΑΚΧΑΡΏΔΗ ΔΙΑΒΗΤΗ, https://endocrinecongress.gr/abstract-book.pdf
  3. S. Diego, I. Seco, M. Escalante, N. Vakakis, S. Alexandros, A. Drosou, D. Tzovaras, K. Votis, T. Thomas, A. Colet, P. Paradell, "A peer-to-peer verifiable and secure energy trading framework based on blockchain technology", 5th World Conference on Smart Trends in Systems Security & Sustainability (WorldS4), 2021, to appear.
  4. I. Gialampoukidis, A. Moumtzidou, M. Bakratsas, S. Vrochidis, I. Kompatsiaris, "A multimodal tensor-based late fusion approach for satellite image search in Sentinel 2 images", 27th International Conference on Multimedia Modeling, January 25-27, 2021, Prague, Czech Republic (accepted for publication).
  5. P. Giannakeris, A. Tsanousa, A. Mavropoulos, G. Meditskos, S. Vrochidis, I. Kompatsiaris, "Fusion of Multimodal Sensor Data for Effective Human Action Recognition in the Service of a Medicine-Oriented Platform", Special Session on MULTIMED2021: Multimedia and Multimodal Analytics in the Medical Domain and Pervasive Environments, 27th International Conference on Multimedia Modelling (MMM2021), 25-27 January, 2021 in Prague, Czech Republic, (accepted for publication).
  6. I. Grujic, A. Swarup, A. Vella, J. Frattolin, A. Drosou, I. Kalamaras, P. TR. Thiruchelvam, L. Nessa, J. E. Moore, "Meta-Analysis of Treatment-Related Risk Factors for Developing Breast Cancer-Related Lymphoedema", Lymphatic Forum 2021
  7. D. Konstantinidis, K. Dimitropoulos, P. Daras, "Towards Real-time Generalized Ergonomic Risk Assessment for the Prevention of Musculoskeletal Disorders", 14th ACM International Conference on Pervasive Technologies Related to Assistive Environments Conference, June-July, 2021, Corfu, Greece
  8. G. Lazaridis, K. Papachristou, A. Drosou, D. Ioannidis, P. Chatzimisios, D. Tzovaras, "On the potential of SDN enabled network deployment in tactical environments", 17th International Conference on Artificial Intelligence Applications and Innovations, 2021.
  9. R. Mastoras, A. Triantafyllidis, D. Giakoumis, R. Kordonias, A. Papaprodromou, F. Nalbadis, S. Segkouli, E. Lithoxoidou, C. Georgiadis, I. Paliokas, K. Votis, D. Tzovaras, "A Mobile-Based Multimodal Framework for Pervasive Health Monitoring", PerHealth 2021: 5th IEEE PerCom Workshop on Pervasive Health Technologies. https://ieeexplore.ieee.org/document/9430967
  10. A. Mpatziakas, St. Papadopoulos, A. Drosou, D. Tzovaras, "A Hypothesis Testing Tool for the Comparison of Different Cyber-Security Mitigation Strategies in IoT", International IOT, Electronics and Mechatronics Conference (IEMTRONICS2021), 2021.
  11. G. Orfanidis, K. Ioannidis, A. Tefas, S. Vrochidis, I. Kompatsiaris, "A modified Single-Shot multibox Detector for beyond Real-Time Object Detection", 25th International Conference on Pattern Recognition, (ICPR 2020), 10 & 15 January 2021, Milan, Italy (accepted for publication).
  12. A. Pasias, A. Kotsiopoulos, G. Lazaridis, A. Drosou, D. Tzovaras, P. Sarigiannidis, "Enabling Cyberattack Mitigation Techniques in a Software Defined Network", IEEE CSR Workshop on Elec-trical Power and Energy Systems Security, Privacy and Resilience (EPES-SPR), 2021, to appear.
  13. A. Pasias, A. Schoinas, A. Drosou, D. Tzovaras, "A Scalable Multi-Agent System for Black Start Restoration in Low Voltage Microgrids", IEEE CSR Workshop on Electrical Power and Energy Sys-tems Security, Privacy and Resilience (EPES-SPR), 2021, to appear
  14. G. Pavlidis, A. Tsolakis, D. Ioannidis, D. Tzovaras, "Demand Flexibility Estimation Based onHabitual Behaviour and Motif Detection", In the 25th International Conference on Pattern Recognition (ICPR2020), PRAConBE workshop, Milan, Italy, 10 January, 2021 (accepted).
  15. A. Stergioulas, T. Chatzis, D. Konstantinidis, K. Dimitropoulos, P. Daras, "3D Hand Pose Estimation via Aligned Latent Space Injection and Kinematic Losses", IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, June, 2021.
  16. G. Tsamis, I. Kostavelis, D. Giakoumis, D. Tzovaras, "Towards life-long mapping of dynamic environments using temporal persistence modeling", 25th International Conference on Pattern Recognition (ICPR2020), Milan, Italy, January 2021, to Appear
  17. K. Tsiakas, I. Kostavelis, D. Giakoumis, D. Tzovaras, "Road Tracking in Semi-structured Environments Using Spatial Distribution of Lidar Data", In Pattern Recognition. ICPR International Workshops and Challenges: Virtual Event, January 10-15, 2021, Springer Proceedings, Part VII (pp. 432-445).
  18. M. Tsourma, A. Kougioumtzidou, A. Drosou, D. Tzovaras, "On the utilization of Disruptive Technologies for Municipality-wide Policy Making", Data for Policy 2021, to appear.
  19. M. K. Yucel, V. Dimaridou, A. Drosou, A. Sa`a-Garriga, "Real-time Monocular Depth Estimation with Sparse Supervision on Mobile", IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW2021), 2021, https://arxiv.org/abs/2105.12053v1.

Κεφάλαια Βιβλίων

  1. C.P. Escribano, N. Theologou, M. Likar, A. Tryferidis, D. Tzovaras, "Business Models and Use Cases for the IoT", in book “IoT Platforms, Use Cases, Privacy, and Business Models”, C. Zivkovic, Y. Guan, C. Grimm (Eds.), pp. 51-80, Springer, 2021, https://www.springer.com/gp/book/9783030453152
  2. P. Kostelnik, M. Koutli, V. Oravec, "Mastering the IoT with the VICINITY Platform", in book “IoT Platforms, Use Cases, Privacy, and Business Models”, C. Zivkovic, Y. Guan, C. Grimm (Eds.), pp. 185-222, Springer, 2021, https://www.springer.com/gp/book/9783030453152