Εργασίες σε Επιστημονικά Συνέδρια και Περιοδικά

2024

• G. Heliades, E. Gkintoni, G. Panas, C. Halkiopoulos, "AI-Enhanced Cognitive Wellness: Integrating NcBT and Human-Computer Interaction in Global Health Tourism", 11th International Conference of the International Association of Cultural and Digital Tourism (IACuDiT), 2-4 September 2024, Naxos Island, Greece (to appear).
• V. Kaimaki, D. Ampeliotis, A. Sgora, A. Konidaris, S. Polykalas, "An algorithm measuring the charisma of Greek journalists", The Greek Review of Social Research, 93-123.
• A. Gkillas, D. Ampeliotis, K. Berberidis, "Privacy-Preserving Federated Deep-Equilibrium Learning for Medical Image Classification", IEEE International Symposium on Biomedical Imaging (ISBI), 27-30 May, 2024 - Athens, Greece.

2023

• D. Smailis, G. Heliades, "Elaborating Advanced Machine Learning Techniques in the Music Class", European Journal of Engineering and Technology Research, December 2023.
• E. Aslanidou, G. Heliades, "Investigating the scope of learning glass technologies in the context of media-rich education", 5th Conference of Digital Culture & Audio Visuals, 12th of May 2023, Corfu, Greece.
• A. Gkillas, A.S. Lalos, D. Ampeliotis, "An efficient deep unrolling super-resolution network for lidar automotive scenes", IEEE International Conference on Image Processing (ICIP), pp 1840-1844, October 8-11, 2023, Kuala Lumpur, Malaysia.
• A. Gkillas, D. Ampeliotis, K. Berberidis, "Deep equilibrium models meet federated learning", 31st European Signal Processing Conference (EUSIPCO 2023), September 4-8, Helsinki, Finland.
• D. Ampeliotis, A. Gkillas, "Subspace Parsimonious Dictionary Learning and its use in Federated Learning", 24th International Conference on Digital Signal Processing (DSP), 11-13 June 2023, Island of Rhodes, Greece.
• S. Iliopoulou, P. Tsinganos, D. Ampeliotis, A. Skodras, "Learned Image Compression with Wavelet Preprocessing for Low Bit Rates", 24th International Conference on Digital Signal Processing (DSP), 11-13 June 2023, Island of Rhodes, Greece.
• N.Fotopoulos, C. Riedmiller, E. Bozkir, P. Tsinganos, D. Ampeliotis, G. Kasneci, E. Kasneci, A. Skodras, "Could Human Gaze Augment Detectors of Synthetic Images?",  24th International Conference on Digital Signal Processing (DSP), 11-13 June 2023, Island of Rhodes, Greece.
• A. Gkillas, D. Ampeliotis, K. Berberidis, "A highly interpretable deep equilibrium network for hyperspectral image deconvolution", IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 4-10 June 2023, Island of Rhodes, Greece.
• A. Gkillas, D. Ampeliotis, K. Berberidis, "Connections between deep equilibrium and sparse representation models with application to hyperspectral image denoising", IEEE Transactions on Image Processing, 32, 1513-1528, 2023.
• L. Mavromara, P. Gerakopoulou, N. Christakis, "School principals’ perceptions on refugee students’ integration in Greek schools", Education Sciences 2023 (1), 202-222.

2022

• M. Konstantakis, A. Lykiardopoulou, I. Lykiardopoulou, G. Tasiouli, G. Heliades, "An Exploratory Study of Mobile-Based Scenarios for Foreign Language Teaching in Early Childhood", Education Sciences 12(5):306, 2023.
• I. Loi, A. Grammatikaki, P. Tsinganos, E. Bozkir, D. Ampeliotis, K. Moustakas, E. Kasneci, A. Skodras, "Proportional Myoelectric Control in a Virtual Reality Environment", IEEE 14th Image, Video, and Multidimensional Signal Processing Workshop (IVMSP), 26-29 June 2022, Nafplio, Greece.
• A. Gkillas, D. Ampeliotis, K. Berberidis, "Federated dictionary learning from non-iid data", IEEE 14th Image, Video, and Multidimensional Signal Processing Workshop (IVMSP), 26-29 June 2022, Nafplio, Greece.
• A. Tsakas, D. Ampeliotis, D. Alexandropoulos, "Hologram optogenetic illumination with a few pixel SLM", Optogenetics and Optical Manipulation 2022 11947, 22-26, 2022.

2021

• M. Konstantakis, G. Heliades, G. Tasiouli, "From physical to digital classroom using digital storytelling and serious games to increase children’s participation: An interactive lesson plan through Padlet web tool", 11th International Conference in Open & Distance Learning, November 2021, Athens, Greece.
• A. Tsakas, C. Tselios, D. Ampeliotis, C.T. Politi, D. Alexandropoulos, "Review of optical fiber technologies for optogenetics", Results in Optics, 5, 100168, 2021.
• D. Ampeliotis, A. Anastasiou, C. Politi, D. Alexandropoulos, "Proximal algorithms for discrete-level phase-shifting mask design with application to optogenetics", Photonics, 8 (11), 477, 2021.
• D. Ampeliotis, C.T. Politi, A. Anastasiou, D. Alexandropoulos, "A regularized optimization approach for optogenetic stimulation using ferroelectric SLMs", Computational Optics 2021 11875, 26-30, 2021.
• A. Gkillas, D. Kosmopoulos, C. Constantinopoulos, D. Ampeliotis, K. Berberidis, "A method for recovering near infrared information from RGB measurements with application in precision agriculture", 29th European Signal Processing Conference (EUSIPCO), 23-27 August 2021, Dublin, Ireland.
• A. Tsakas, D. Ampeliotis, D. Alexandropoulos, "Computer Generated Holograms for In-vivo Optogenetic Neural Stimulation", Conference on Lasers and Electro-Optics (CLEO), 2021