Ινστιτούτο Τεχνολογιών Πληροφορικής και Επικοινωνιών

Δημοσιεύσεις σε Περιοδικά

1. M. Badami, G. Fambri, S. Mancò, M. Martino, I. Damousis, D. Agtzidis, D. Tzovaras, "A Decision Support System Tool to Manage the Flexibility in Renewable Energy-Based Power Systems", Energies 2020, 13, 153.
2. D. Casado-Mansilla, A. Tsolakis, C.E. Borges, O. Kamara-Esteban, S. Krinidis, J.M. Avila, D. Tzovaras, D. Lopez-de-Ipina, "Socio-Economic Effect on ICT-Based Persuasive Interventions Towards Energy Efficiency in Tertiary Buildings", Energies, vol. 13, pp. 1700, 2020. DOI: 10.3390/en13071700.
3. P. Charalampous, I. Kostavelis, D. Tzovaras, "Non-destructive quality control methods in additive manufacturing: a survey", Rapid Prototyping Journal, March, 2020, https://doi.org/10.1108/RPJ-08-2019-0224
4. F. Cruciani, A. Vafeiadis, C. Nugent, I. Cleland, P. McCullagh, K. Votis, D. Giakoumis, D. Tzovaras, L. Chen, R. Hamzaoui, "Feature learning for Human Activity Recognition using Convolutional Neural Networks: A case study for Inertial Measurement Unit and Audio data", CCF Transactions on Pervasive Computing and Interaction, vol. 2, pp. 18-32. https://doi.org/10.1007/s42486-020-00026-2
5. N. Dimitriou, L. Leontaris, T. Vafeiadis, D. Ioannidis, T. Wotherspoon, G. Tinker, D. Tzovaras, "A Deep Learning Framwork for Simulation and Defect Prediction in Industrial Processes", Simulation Modelling Practise and Theory, 2020.
6. C. Filelis-Papadopoulos, P. Takako Endo, M. Bendechache, S. Svorobej, K. Giannoutakis, G. Gravvanis, D. Tzovaras, J. Byrne, T. Lynn, "Towards simulation and optimization of cache placement on large virtual content distribution networks", Journal of Computational Science, 39:101052, 2020
7. R. J. Khusial, P. J. Honkoop, O. Usmani, M. Soares, A. Simpson, M. Biddiscombe, S. Meah, M. Bonini, A. Lalas, E. Polychronidou, J. G. Koopmans, K. Moustakas, J. B. Snoeck-Stroband, S. Ortmann, K. Votis, D. Tzovaras, K. F. Chung, S. Fowler, J. K. Sont, "Effectiveness of myAirCoach: A mHealth Self-Management System in Asthma", The Journal of Allergy and Clinical Immunology: In Practice, 2020, ISSN 2213-2198, https://doi.org/10.1016/j.jaip.2020.02.018.
8. N. Kolokas, T. Vafeiadis, D. Ioannidis, D. Tzovaras, "A generic fault prognostics algorithm for manufacturing industries using unsupervised machine learning classifiers", Simulation Modelling Practise and Theory, vol. 103, 102109, 2020.
9. D. Konstantinidis, K. Dimitropoulos, B. Langlet, P. Daras, I. Ioakimidis, "Validation of a Deep Learning System for the Full Automation of Bite and Meal Duration Analysis of Experimental Meal Videos", Nutrients, 12(1), 209, doi:10.3390/nu12010209, Jan 2020
10. Ε. Lithoxoidou, C. Ziogou, T. Vafeiadis, S. Krinidis, D. Ioannidis, S. Voutetakis, D. Tzovaras, "Towards the behaviour analysis of chemical reactor utilising data-driven trend analysis and machine learning techniques", Applied Soft Computing, vol. 94, 106464, 2020.
11. K. Loumponias, N. Vretos, G. Tsaklidis, P. Daras, "An Improved Tobit Kalman Filter with Adaptive Censoring Limits", Circuits, Systems, and Signal Processing, Accepted for publication
12. T. Mastos, A. Nizamis, T. Vafeiadis, N. Alexopoulos, C. Ntinas, D. Gkortzis, A. Papadopoulos, D. Ioannidis, D. Tzovaras, "Industry 4.0 sustainable supply chains: An application of an IoT enabled scrap metal management solution", Journal of Cleaner Production, (in press), 122377, 2020.
13. I. Papastratis, K. Dimitropoulos, D. Konstantinidis, P. Daras, "Continuous Sign Language Recognition through Cross-Modal Alignment of Video and Text Embeddings in a Joint-Latent Space", IEEE Access, May 2020.
14. S. Dias , A. Grammatikopoulou, J. Diniz , K. Dimitropoulos , N. Grammalidis, et al, "Innovative Parkinson´s Disease Patients´ Motor Skills Assessment: The i-PROGNOSIS Paradigm", Frontiers in Computer Science, Jul 2020
15. S. Ziegler, P. Annicchino, D. Stefanatou, S. Segkouli, A. Padyab, R. Bhandari, S. van Der Burg, C. Firmani, A. Kung, A. Q. Rodríguez, R. Radócz, Tr. F. Sørensen, Κ. Votis, N. Kaklanis, S. Stavrotheodoros, D. Tzovaras, P. Sala, J. M. Lecumberri Ciáurriz, G. Fico, A. Medrano, A. M. Pacheco Huamani, A. van der Wees, "White Paper: Personal Data Protection for IoT Deployment: Lessons learned from the European Large - Scale Pilots", (February 2020).
16. T. Tegou, A. Papadopoulos, I. Kalamaras, K. Votis, D. Tzovaras, "Using Auditory Features for WiFi Channel State Information Activity Recognition", 2020, SN Computer Science, 1(1), p.3.
17. A. Triantafyllidis, E. Polychronidou, A. Alexiadis, C.L. Rocha, D.N. Oliveira, A.S. da Silva, A.L. Freire, C. Macedo, I.F. Sousa, E. Werbet, E.A. Lillo, H.G. Luengo, M.T. Ellacuría, K. Votis, D. Tzovaras, "Computerized decision support and machine learning applications for the prevention and treatment of childhood obesity: A systematic review of the literature", Artif. Intell. Med. 104 (2020) 101844. doi:10.1016/j.artmed.2020.101844.
18. A. Vafeiadis, K. Votis, D. Giakoumis, D. Tzovaras, L. Chen, R. Hamzaoui, "Audio content analysis for unobtrusive event detection in smart homes", Engineering Applications of Artificial Intelligence, Elsevier, Vol. 89 (103226), 2020, https://doi.org/10.1016/j.engappai.2019.08.020
19. E. Zacharaki, K. Deltouzos, S. Kalogiannis, I. Kalamaras, L. Bianconi, C. Degano, R. Orselli, J. Montesa, K. Moustakas, K. Votis, D. Tzovaras, V. Megalooikonomou, "FrailSafe: An ICT platform for unobtrusive sensing of multi-domain frailty for personalized interventions", in IEEE Journal of Biomedical and Health Informatics, to appear.

Δημοσιεύσεις σε Συνέδρια

1. S. Al-Agtash, M. Al-Hashem, M. Batarseh, A. Bintoudi, A. Tsolakis, D. Tzovaras, J. Martinez-Ramos, A. Onen, B. Azzopardi, L. Hadjidemetriou, L. Zacharia, N. Martensen, M. Khiat, "Microgrid Environmental Impact", 2020 6th IEEE International Energy Conference (ENERGYcon 2020), Gammarth, Tunisia (accepted)
2. A. Alexiadis, A. Nizamis, I. Koskinas, D. Ioannidis, K. Votis, D. Tzovaras, "Applying an Intelligent Personal Agent on a Smart Home using a Novel Dialogue Generator", 2020 16th International Conference on Artificial Intelligence Applications and Innovations (AIAI'2020), June 2020.
3. S. Andreadis, A. Moumtzidou, K. Apostolidis, K. Gkountakos, D. Galanopoulos, E. Michail, I. Gialampoukidis, S. Vrochidis, V. Mezaris, I. Kompatsiaris, "VERGE IN VBS 2020", Proc. 26th Int. Conf. on Multimedia Modeling (MMM2020), Daejeon, Korea, Jan. 2020.
4. E. Apostolidis, E. Adamantidou, A. Metsai, V. Mezaris, I. Patras, "Performance over Random: A robust evaluation protocol for video summarization methods", Proc. ACM Multimedia 2020 (ACM MM), Seattle, WA, USA, Oct. 2020.
5. E. Apostolidis, E. Adamantidou, A. Metsai, V. Mezaris, I. Patras, "Unsupervised Video Summarization via Attention-Driven Adversarial Learning", Proc. 26th Int. Conf. on Multimedia Modeling (MMM2020), Daejeon, Korea, Jan. 2020.
6. R. Athanasoulas, P. Boutis, A. Chatzitofis, A. Doumanoglou, P. Drakoulis, L. Saroglou, V. Sterzentsenko, N. Zioulis, D. Zarpalas, P. Daras, "AVoidX: An Augmented VR Game", In 2020 International Conference on Virtual Reality (IEEE VR), March 2020.
7. P. Athanasoulis, E. Christakis, K. Konstantoudakis, P. Drakoulis, S. Rizou, A. Weitz, A. Doumanoglou, N. Zioulis, D. Zarpalas, "Optimizing QoE and Cost in a 3D Immersive Media Platform: A Reinforcement Learning Approach", In International Conference on Advances in Multimedia (MMEDIA), Februrary 2020.
8. C. Chatzikonstantinou, G. Papadopoulos, K. Dimitropoulos, P. Daras, "Neural Network Compression Using Higher-Order Statistics and Auxiliary Reconstruction Losses", IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Seattle, USA, June 2020.
9. C. Collyda, K. Apostolidis, E. Apostolidis, E. Adamantidou, A. Metsai, V. Mezaris, "A Web Service for Video Summarization", Proc. ACM Int. Conf. on Interactive Media Experiences (IMX 2020), Barcelona, Spain, June 2020.
10. S. Dias, I. Ioakeimidis, K. Dimitropoulos, A. Grammatikopoulou, N. Grammalidis, et al., "Innovative interventions for Parkinson's disease patients using iPrognosis Games: An evaluation analysis by medical experts", International Conference on Pervasive Technologies Related to Assistive Environments Conference (PETRA 2020), June-July, 2020, Corfu, Greece
11. E. Elejalde, D. Galanopoulos, C. Niederee, V. Mezaris, "Migration-Related Semantic Concepts for the Retrieval of Relevant Video Content", Proc. Int. Workshop on Artificial Intelligence and Robotics for Law Enforcement Agencies (AIRLEAs) at the 3rd Int. Conf. on Intelligent Technologies and Applications (INTAP 2020), Gjovik, Norway, Sept. 2020.
12. I. Fudos, M. Ntousia, V. Stamati, P. Charalampous, T. Kontodina, I. Kostavelis, D. Tzovaras, L. Billalis, "A characterization of 3D Printability", Proceedings of CAD’20, Barcelona, Spain, July 6-8, 2020
13. D. Galanopoulos, V. Mezaris, "Attention Mechanisms, Signal Encodings and Fusion Strategies for Improved Ad-hoc Video Search with Dual Encoding Networks", Proc. ACM Int. Conf. on Multimedia Retrieval (ICMR 2020), Dublin, Ireland, October 2020.
14. E. Gelenbe, P. Fröhlich, M. Nowak, S. Papadopoulos, A. Protogerou, A. Drosou, D. Tzovaras, "IoT Network Attack Detection and Mitigation", The 9th Mediterranean Conference on Embedded Computing (MECO'2020), June 2020.
15. N. Gkalelis, V. Mezaris, "Fractional Step Discriminant Pruning: A Filter Pruning Framework for Deep Convolutional Neural Networks", Proc. 7th IEEE Int. Workshop on Mobile Multimedia Computing (MMC2020) at the IEEE Int. Conf. on Multimedia and Expo (ICME), London, UK, July 2020.
16. N. Gkalelis, V. Mezaris, "Subclass deep neural networks: re-enabling neglected classes in deep network training for multimedia classification", Proc. 26th Int. Conf. on Multimedia Modeling (MMM2020), Daejeon, Korea, Jan. 2020.
17. V. Gkitsas, N. Zioulis, F. Alvarez, D. Zarpalas, P. Daras, "Deep Lighting Environment Map Estimation from Spherical Panoramas", In 2020 Conference on Computer Vision and Pattern Recognition (CVPR). IEEE, June 2020.
18. E. Ketzaki, P. Toupas, K. Giannoutakis, A. Drosou, D. Tzovaras, "A behaviour based ransomware detection using neural network models", 2020 10th International Conference on Advanced Computer Information Technologies (ACIT'2020), 2020.
19. D. Konstantinidis, K. Dimitropoulos, K. Stefanidis, T. Kalvourtzis, S. Gannoum, N. Kaklanis, K. Votis, P. Daras, et al., "Developing Accessibility Multimedia Services: The Case of EasyTV", International Conference on Pervasive Technologies Related to Assistive Environments Conference (PETRA 2020), June-July, 2020, Corfu, Greece
20. C. Kopsacheilis, P. Charalampous, I. Kostavelis, D. Tzovaras, "In Situ Visual Quality Control in 3D Printing", In: 11th International Conference on Information Visualization Theory and Applications, SCITEPRESS, Malta, 2020.
21. M. Papadogiorgaki, V. Mezaris, N. Grammalidis, K. Grigoriadis, E. Bei, G. Livanos, M. Zervakis, "Quality of Life Support System for People with Intellectual Disability", Proc. 13th ACM Int. Conf. on Pervasive Technologies Related to Assistive Environments (PETRA 2020), Corfu, Greece, June-July 2020.
22. S. Dias, A. Grammatikopoulou, N. Grammalidis, J. Diniz, T. Savvidis, E. Konstantinidis, P. Bamidis, M. Stadtschnitzer, D. Trivedi, L. Klingelhoefer, Z. Katsarou, S. Bostantzopoulou, K. Dimitropoulos, L. J. Hadjileontiadis, "Motion Analysis on Depth Camera Data to Quantify Parkinson's Disease Patients' Motor Status within the Framework of I-Prognosis Personalized Game Suite", IEEE Interanational Conference on Image Processing (ICIP 2020), United Arab Emirates, Oct. 2020.
23. A. Salamanis, T. Ioakeimidis, D. Kehagias, M. Gkemou, D. Tzovaras, "MyCorridor MaaS: A stakeholder-inclusive MaaS platform", Transport Research Arena 2020, Helsinki, Finland (2020, April 27-30).
24. T. Theodoridis, V. Solachidis, K. Dimitropoulos, P. Daras, "A Cross-Modal Variational Framework for Food Image Analysis", IEEE Conference on Image Processing (ICIP 2020), United Arab Emirates, Oct. 2020.
25. T. Theodoridis, T-T. Chatzis, V. Solachidis, K. Dimitropoulos, P. Daras, "Cross-Modal Variational Alignment of Latent Spaces", IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Seattle, USA, June 2020.
26. C. Timplalexis, N. Bezas, A. Bintoudi, L. Zyglakis, V. Pavlopoulos, A. Tsolakis, S. Krinidis, D. Tzovaras, "A hybrid physical/statistical day-ahead direct PV forecasting engine", 12th Mediterranean Conference on Power Generation, Transmission, Distribution and Energy Conversion (MedPower 2020), Paphos, Cyprus, Nov. 2020
27. V. Sterzentsenko, A. Doumanoglou, S. Thermos, N. Zioulis, D. Zarpalas, P. Daras, "Deep Soft Procrustes for Markerless Volumetric Sensor Alignment", In 2020 International Conference on Virtual Reality (IEEE VR), March 2020.
28. Α. Karakottas, Ν. Zioulis, Α. Doumanglou, V. Sterzentsenko, V. Gkitsas, D. Zarpalas, P. Daras, "XR360: A toolkit for mixed 360 and 3D productions", In IEEE International Conference on Multimedia and Expo (ICME) June 2020.

Κεφάλαια Βιβλίων

1. K. Stefanidis, D. Konstantinidis, T. Kalvourtzis, K. Dimitropoulos, P. Daras, "3D Technologies and Applications in Sign Language", Recent Advances in 3D Imaging, Modeling and Reconstruction, IGI Global, Pennsylvania, US, 2020.