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Δημοσιεύσεις ΙΠΤΗΛ

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. P. Barmpoutis, P. Papaioannou, K. Dimitropoulos, N. Grammalidis, "A Review on Early Forest Fire Detection Systems Using Optical Remote Sensing", Sensors, 20, 6442, Nov. 2020.
  3. P. Barmpoutis, T. Stathaki, K. Dimitropoulos, N. Grammalidis, "Early fire detection based on aerial 360-degree sensors, deep convolution neural networks and exploitation of fire dynamic textures", Remote Sensing, 12(19), 3177, Sept 2020.
  4. 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.
  5. 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
  6. T. Chatzis, A. Stergioulas, D. Konstantinidis, K. Dimitropoulos, P. Daras, "A comprehensive study on deep learning-based 3D hand pose estimation methods", Applied Sciences, 10(19), 6850, Sept 2020.
  7. 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
  8. 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.
  9. A. Eleftheriadou, A. Vafeiadis, A. Lalas, K. Votis, D. Tzovaras, "An Audio-Based Method for Assessing Proper Usage of Dry Powder Inhalers", Appl. Sci. 2020, 10, 6677; doi:10.3390/app10196677.
  10. 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
  11. C. Fotopoulou, N. Rinne, V. Ghirardi, P. Cunnea, A. Drosou, D. Tzovaras, MT. Giudice, G. Scambia, A. Fagotti, "Value of pre-existent bacterial colonization in patients with advanced/relapsed ovarian neoplasms undergoing cytoreductive surgery: a multicenter observational study (BONSAI)", Int J Gynecol Cancer. 2020 Aug 18:ijgc-2020-001475. doi: 10.1136/ijgc-2020-001475.
  12. S.C. Johnson, S. Chakraborty, A. Drosou, P. Cunnea, D. Tzovaras, K. Nixon, D. C. Zawieja, M. Muthuchamy, C. Fotopoulou, J. E. Moore Jr., "Inflammatory state of lymphatic vessels and miRNA profiles associated with relapse in ovarian cancer patients", PLoS One. 2020 Jul 27;15(7):e0230092. doi: 10.1371/journal.pone.0230092.
  13. Stewart, Warne, Kendall, Sharma, G. Loi, A, Green, D. Olivereau, M. Kenny, J. Copeman, C. Cao, A. Sun, N. Hope, H. Xie, J. Ye, A. Valdez, R. Azafrani, J. Barret, H. Becha, C. Bhatt, M. Enescu, A. Fimin, G. Gilmore, A. Gluhak, L. Hinrichs, A. Kaushik, A. Lalas, C. Levy-Bencheton, H. Li, I. Petrick, F. Puhlmann, D. Price, D. Spiliopoulos, H. Stüttgen, B. Subirana, D. Tzovaras, K. Votis, P. Waher, S. Westermann, "The Internet Of Things: Applications For Business, Exploring the transformative potential of IoT", The Economist Intelligence Unit, June 2020.
  14. 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.
  15. 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.
  16. H. Kondylakis, D. Katehakis, A. Kouroubali, F. Logothetidis, A. Triantafyllidis, I. Kalamaras, K. Votis, D. Tzovaras, "COVID-19 Mobile Apps: A Systematic Review of the Literature", 2020, Journal of Medical Internet Research.
  17. 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
  18. T. Kotsiopoulos, L. Leontaris, N. Dimitriou, D. Ioannidis, F. Oliveira, J. Sacramento, ..., P. Sarigiannidis, "Deep multi-sensorial data analysis for production monitoring in hard metal industry", The International Journal of Advanced Manufacturing Technology, 1-14, (2020).
  19. 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.
  20. 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
  21. 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.
  22. I. Paliokas, E. Kalamaras, K. Votis, S. Doumpoulakis, E. Lakka, M. Kotsani, A. Freminet, A. Benetos, I. Ellul, M. Polycarpou, S. Zygouris, V. Megalooikonomou, D. Tzovaras, "Using a Virtual Reality Serious Game to Assess the Performance of Older Adults with Frailty", Advances in Experimental Medicine and Biology, vol. 1196, pp. 127-139, 2020, doi: 10.1007/978-3-030-32637-1_13.
  23. I. Paliokas, A. Patenidis, E. Mitsopoulou, C. Tsita, G. Pehlivanides, E. Karyati, S. Tsafaras, E. Stathopoulos, A. Kokkalas , S. Diplaris , G. Meditskos, S. Vrochidis, E. Tasiopoulou , C. Riggas K. Votis, I. Kompatsiaris, D. Tzovaras, "A Gamified Augmented Reality Application for Digital Heritage and Tourism", Appl. Sci., 2020, 10, 7868; doi:10.3390/app10217868.
  24. I. Papadimitriou, A. Vafeiadis, A. Lalas, K. Votis, D. Tzovaras, "Audio-Based Event Detection at Different SNR Settings Using Two-Dimensional Spectrogram Magnitude Representations", Electronics 2020, 9, 1593; doi:10.3390/electronics9101593.
  25. 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.
  26. V. Rousopoulou, A. Nizamis, T. Vafeiadis, D. Ioannidis, D. Tzovaras, "Predictive Maintenance for Injection Moulding Machines enabled by Cognitive Analytics for Industry 4.0", Frontiers in Artificial Intelligence, 3, 86, 2020.
  27. 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
  28. 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).
  29. A. Salamanis, G. Xanthopoulou, N. Bezas, C. Timplalexis, A. Bintoudi, L. Zyglakis, D. Tzovaras, "Benchmark Comparison of Analytical, Data-Based and Hybrid Models for Multi-Step Short-Term Photovoltaic Power Generation Forecasting", Energies (2020), 13(22), 5978.
  30. 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 0(0), 1{43 (2020). DOI 10.1080/17517575.2020.1824017
  31. 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.
  32. 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.
  33. D. Tsiktsiris, N. Dimitriou, A. Lalas, M. Dasygenis, K. Votis, D. Tzovaras, "Real-time Abnormal Event Detection for Enhanced Security in Autonomous Shuttles Mobility Infrastructures", Sensors 2020, 20, 4943; doi:10.3390/s20174943.
  34. A. Tsolakis, I. Kalamaras, T. Vafeiadis, L. Zyglakis, A. Bintoudi, A. Chouliara, D. Ioannidis, D. Tzovaras, "Towards a holistic microgrid performance framework and a data-driven assessment analysis", Energies, 13(21), 5780, https://doi.org/10.3390/en13215780, 2020.
  35. D. Tsoukalas, D. Kehagias, M. Siavvas, A. Chatzigeorgiou, "Technical Debt Forecasting: An empirical study on open-source repositories", In: Journal of Systems and Software, vol. 170, p. 110777 (2020). DOI https://doi.org/10.1016/j.jss.2020.110777
  36. 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
  37. 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.
  38. A. Zacharaki, T. Vafeiadis, N. Kolokas, Y. Xu, M. Peschl, D. Ioannidis, D. Tzovaras, "RECLAIM: Towards new era of refurbishment and re-manufacturing of industrial equipment", Frontiers in Artificial Intelligence, AI in Business, 2020.
  39. S. Zygouris, P. Iliadou, E. Lazarou, D. Giakoumis, K. Votis, A. Alexiadis, A. Triantafyllidis, S. Segkouli, D. Tzovaras, T. Tsiatsos, S. Papagianopoulos, M. Tsolaki, "Detection of Mild Cognitive Impairment in an At-Risk Group of Older Adults: Can a Novel Self-Administered Serious Game-Based Screening Test Improve Diagnostic Accuracy?", Journal of Alzheimer's Disease 2020 Sep 25. doi: 10.3233/JAD-200880.

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. C. Alexakos, K. Votis, A. Lalas, D. Tzovaras, D. Serpanos, "Enabling Digital Forensics Readiness for Internet of Vehicles", 23rd EURO Working Group on Transportation Meeting (EWGT 2020), Paphos, Cyprus, 16-18 September 2020.
  3. 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.
  4. A. Alexiadis, A. Triantafyllidis, D. Elmas, G. Gerovasilis, K. Votis, D. Tzovaras, "A Social Robot-based Platform towards Automated Diet Tracking", 2020 15th Conference on Computer Science and Information Systems (FedCSIS 2020), September 2020.
  5. M. Anastasiadou, A. Alexiadis, E. Polychronidou, K. Votis, D. Tzovaras, "A prototype educational virtual assistant for diabetes management", 20th IEEE International Conference on BioInformatics And BioEngineering, Virtual Conference, October 26-28, 2020 USA
  6. 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.
  7. 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.
  8. 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.
  9. 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.
  10. 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.
  11. H.E. Boz, H. Limoncu, S. Zygouris, M. Tsolaki, D. Giakoumis, K. Votis, D. Tzovaras, V. Öztürk, G. Yener, "A short assessment tool for small vessel disease with cognitive impairment: the Virtual Supermarket (VSM)", In 2020 Alzheimer's Association International Conference. ALZ, AAIC 2020, July 2020
  12. D. Casado-Mansilla, A. Irizar-Arrieta, M. Solabarrieta-Roman, A. Manterola-Lasa, O. Kamara-Esteban, A. Tsolakis, S. Krinidis, D. Tzovaras, C.E. Borges, D. L’opez-de-Ipina, "Lasting and Spillover Effect of Ambient Eco-Feedback in the Office-based Workplace", 5th International Conference on Smart and Sustainable Technologies (SpliTech 2020), Bol, Croatia, 1-4 July, 2020.
  13. I. Chatzikonstantinou, I. Kostavelis, D. Giakoumis, D. Tzovaras, "Integrated Topological Planning and Scheduling for Orchestrating Large Human-Robot Collaborative Teams", Living Machines 2020, Freiburg, Germany
  14. 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.
  15. Α. Cimmino, Ν. Andreadou, Α. Fernández-Izquierdo, C. Patsonakis, A. Tsolakis, A. Lucas, D. Ioannidis, E. Kotsakis, D. Tzovaras, R. García-Castro, "Semantic Interoperability for DR Schemes Employing the SGAM Framework", In 2020 International Conference on Smart Energy Systems and Technologies (SEST 2020), Istanbul, Turkey. 7-9 September, (pp. 1-6). IEEE.
  16. 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.
  17. 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
  18. A. Dimara, S. Krinidis, D. Tzovaras, "activIn: A novel Non-Intrusive Activity Inference Tool", 16th IEEE International Conference on Green Computing and Communications (GreenCom 2020), Rhodes, Greeece, 02-06 November, 2020
  19. A. Dimara, S. Krinidis, D. Tzovaras, "comfIT: A Novel Indoor Comfort Inference Tool", 12th Mediterranean Conference on Power Generation, Transmission, Distribution and Energy Conversion (MedPower 2020), Paphos, Cyprus, Nov. 2020
  20. A. Dimara, S. Krinidis, D. Tzovaras, "NRG4-Pro: A Novel full Inference Engine", 12th Mediterranean Conference on Power Generation, Transmission, Distribution and Energy Conversion (MedPower 2020), Paphos, Cyprus, Nov. 2020
  21. A. Dimara, S. Krinidis, D. Tzovaras, "occupI: A novel Non-Intrusive Occupancy Inference Tool", 16th IEEE International Conference on Green Computing and Communications (GreenCom 2020), Rhodes, Greeece, 02-06 November, 2020
  22. A. Dimara, C. Timplalexis, S. Krinidis, K. Arvanitis, D. Tzovaras, "Energy Consumption in Public Buildings - A survey in Greece", 5th International Conference on Smart and Sustainable Technologies (SpliTech 2020), Bol, Croatia, 1-4 July, 2020.
  23. A. Dimara, C. Timplalexis, S. Krinidis, C. Schneider, M. Bertocchi, D. Tzovaras, "Optimal Comfort Conditions in Residential Houses", 5th International Conference on Smart and Sustainable Technologies (SpliTech 2020), Bol, Croatia, 1-4 July, 2020.
  24. 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.
  25. A. Fernández-Izquierdo, A. Cimmino, C. Patsonakis, A. Tsolakis, R. García-Castro, D. Ioannidis, D. Tzovaras, "OpenADR Ontology: Semantic Enrichment of Demand Response Strategies in Smart Grids", In 2020 International Conference on Smart Energy Systems and Technologies (SEST 2020), Istanbul, Turkey. 7-9 September (pp. 1-6). IEEE.
  26. 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
  27. 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.
  28. 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.
  29. 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.
  30. 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.
  31. 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.
  32. M. Jankovic, M. Siavvas, D. Tsoukalas, D. Kehagias, "Evaluating and Improving the Internal Security of OPC-UA based Software Applications", 10th International Conference on Interoperability for Enterprise Systems and Applications (I-ESA 2020),Trabes France, November 17-20 2020.
  33. I. Kalamaras, A. Tsolakis, A. Chouliara, S. Krinidis, D. Tzovaras, "Optimal Recommendation Strategy Identification towards Energy Efficiency in Tertiary Buildings", 5th International Conference on Smart and Sustainable Technologies (SpliTech 2020), Bol, Croatia, 1-4 July, 2020.
  34. I. Kalouptsoglou, M. Siavvas, D. Tsoukalas, D. Kehagias, "Cross-Project Vulnerability Prediction Based on Software Metrics and Deep Learning", In International Conference on Computational Science and Its Applications (pp. 877-893). Springer, Cham, 2020
  35. A. Ketsetsis, C. Kourounis, G. Spanos, K. Giannoutakis, P. Pavlidis, D. Vazakidis, T. Champeris, D. Thomas, D. Tzovaras, "Deep Learning Techniques for Stock Market Prediction in the European Union: A Systematic Review", The 2020 International Conference on Computational Science and Computational Intelligence (CSCI) December 16-18, 2020, Las Vegas, USA, Accepted.
  36. 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.
  37. 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
  38. 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.
  39. T. Marinopoulou A. Vafeiadis, A. Lalas, C. Rollwage, D. Hollosi, K. Votis, D. Tzovaras, "Two Dimensional Convolutional Neural Network Frameworks Using Acoustic Nodes for UAV Security Applications", International Symposium on Quiet Drones, Paris, France, October 2020.
  40. K. Moschou, A. Theodouli, S. Terzi, K. Votis, D. Tzovaras, D. Karamitros, S. Diamantopoulos, "Performance Evaluation of Different Hyperledger Sawtooth Transaction Processors for Blockchain Log Storage with Varying Workloads", The 3rd IEEE International Conference on Blockchain (Blockchain -2020).
  41. 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.
  42. C. Patsonakis, A. Tsolakis, D. Ioannidis, D. Tzovaras, "Dynamic Multi-agent OpenADR Virtual Nodes for Distributed Demand Response Schemes", In 5th International Conference on Smart and Sustainable Technologies (SpliTech 2020), Bol, Croatia, 23-26 September, 2020.
  43. P. Radoglou-Grammatikis, P. Sarigiannidis, E. Iturbe, E. Rios, A. Sarigiannidis, O. Nikolis, D. Ioannidis, V. Machamint, M. Tzifas, A. Giannakoulias, M. Angelopoulos, A. Papadopoulos, F. Ramo, "Secure and Private Smart Grid: The SPEAR Architecture", 2020 6th IEEE Conference on Network Softwarization (NetSoft). IEEE, 2020.
  44. 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.
  45. 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).
  46. A. Salamanis, D. Kehagias, K. Kalogirou, D. Tzovaras, "A Matchmaking Module for Real-World MaaS Applications", 14th ITS European Congress, Lisbon, Portugal, 18-20 May 2020, 9-10 November, 2020.
  47. G. Sfikas, D. Ioannidis, D. Tzovaras, "Quaternion Harris for Multispectral Keypoint Detection", 2020 IEEE International Conference on Image Processing (ICIP). IEEE, 2020.
  48. G. Sfikas, D. Ioannidis, D. Tzovaras, "Quaternionic keypoint description for multispectral imaging", In 11th Hellenic Conference on Artificial Intelligence (pp. 78-84, 2020, September)
  49. M. Siavvas, D. Tsoukalas, C. Marantos, A. Tsintzira, M. Jankovic, D. Soudris, A. Chatzigeorgiou, D. Kehagias, "The SDK4ED Platform for Embedded Software Quality Improvement-Preliminary Overview", In International Conference on Computational Science and Its Applications (pp. 1035-1050). Springer, Cham, 2020.
  50. G. Spanos, K. Giannoutakis, K. Votis, B. Viano, J. Augusto-Gonzalez, G. Aivatoglou, D. Tzovaras, "A lightweight cyber-security defense framework for smart homes", In 2020 International Conference on INnovations in Intelligent SysTems and Applications (INISTA), pages 1–7, 2020
  51. E. Stathopoulos, A. Kokkalas, E. Mitsopoulou, A. Patenidis, G. Meditskos, S. Diplaris, I. Paliokas, S. Vrochidis, K. Votis, D. Tzovaras, I. Kompatsiaris, "Knowledge-based Management and Reasoning on Cultural and Natural Touristic Routes", in International Conference on Artificial Intelligence Applications and Innovations (AIAI2020), Chalkidiki, Greece, pp. 355-367, doi: 10.1007/978-3-030-49161-1_30.
  52. G. Stavropoulos, D. Triantafyllou, E. Makris, Z. Székely, D. Tzovaras, "Border Management Systems: How can they help against pandemics", In AIRLEAS-INTAP 2020.
  53. 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.
  54. P. Takako Endo, C. Filelis-Papadopoulos, S. Svorobej, A. Gourinovitch, K. Giannoutakis, G. Gravvanis, D. Tzovaras, D. Elango, J. Byrne, T. Lynn, "RECAP (Reliable Capacity Provisioning and Enhanced Remediation for Distributed Cloud Applications): The Simulation Approach", Communications in Computer and Information Science (CCIS), to appear.
  55. S. Terzi, C. Savvaidis, K. Votis, D. Tzovaras, "Securing Emission Data of Smart Vehicles with Blockchain and Self-Sovereign Identities", The 3rd IEEE International Conference on Blockchain (Blockchain -2020).
  56. 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.
  57. 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
  58. D. Triantafyllou, A. Kanlis, S. Krinidis, G. Stavropoulos, D. Ioannidis, I. Chatziparasidis, D. Tzovaras, "Occupancy Flow Control - Case Study: Elevator Cabin", 3rd International Conference on Intelligent Technologies and Applications (INTAP 2020), Gjovik, Norway, 28-30 September, 2020.
  59. A. Tsolakis, A. Bintoudi, L. Zyglakis, S. Zikos, C. Timplalexis, N. Bezas, K. Kitsikoudis, D. Ioannidis, D. Tzovaras, "Design and Real-Life Deployment of a Smart Nanogrid: A Greek Case Study", In 2020 IEEE International Conference on Power and Energy (PECon 2020), Georgetown, Penang, Malaysia, 7-8 December, IEEE (accepted).
  60. 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.
  61. T. Varelas, A. Pentefoundas, C. Georgiadis, D. Kehagias, "An AR indoor positioning system based on anchors", 2nd ICSTR Athens – International Conference on Science & Technology Research, Athens, 12 Oct. 2020.
  62. 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. D. Giakoumis, G. Peleka G, M. Vasileiadis, I. Kostavelis, D. Tzovaras, "Service Robot Behaviour Adaptation Based on User Mood, Towards Better Personalized Support of MCI Patients at Home", In: Smart Assisted Living. Computer Communications and Networks. Springer, Cham, 2020.
  2. K. Giannoutakis, M. Spanopoulos-Karalexidis, C. Filelis-Papadopoulos, D. Tzovaras, "Next generation cloud architectures", The Cloud-to-Thing Continuum: Opportunities and Challenges in Cloud, Fog and Edge Computing, Springer International Publishing, pages 23–39, 2020
  3. M. Spanopoulos-Karalexidis, C. Filelis-Papadopoulos, K. Giannoutakis, G. Gravvanis, D. Tzovaras, M. Bendechache, S. Svorobej, P. Takako Endo, T. Lynn, "Simulating across the cloud-to-edge continuum", Managing Distributed Cloud Applications and Infrastructure: A Self-Optimising Approach, Springer International Publishing, pages 93–115, 2020
  4. 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.