Lykourgos Magafas

Democritus University of Thrace, Kavala, Greece
Professor
Department of Computer Science

Scopus profile: link
Researcher ID: ABO-8726-2022
Google Scholar profile: link
ID ORCID: http://orcid.org/0000-0002-8253-9653

Selected Publications:

  1. Papadopoulos, G. D., Magafas, L., Demertzis, K., Antoniou, I. (2023). Analyzing Global Geopolitical Stability in Terms of World Trade Network Analysis. Information, 14 (8), 442. doi: https://doi.org/10.3390/info14080442 

  2. Demertzis, K., Rantos, K., Magafas, L., Skianis, C., Iliadis, L. (2023). A Secure and Privacy-Preserving Blockchain-Based XAI-Justice System. Information, 14 (9), 477. doi: https://doi.org/10.3390/info14090477 

  3. Tsakonas, S., Hanias, M., Magafas, L., Zachilas, L. (2022). Application of the moving Lyapunov exponent to the S&P 500 index to predict major declines. Journal of Risk, 24 (5). doi: https://doi.org/10.21314/jor.2022.033 

  4. Demertzis, K., Papadopoulos, G. D., Iliadis, L., Magafas, L. (2022). A Comprehensive Survey on Nanophotonic Neural Networks: Architectures, Training Methods, Optimization, and Activations Functions. Sensors, 22 (3), 720. doi: https://doi.org/10.3390/s22030720 

  5. Tsiotas, D., Magafas, L., Argyrakis, P. (2021). An electrostatics method for converting a time-series into a weighted complex network. Scientific Reports, 11 (1). doi: https://doi.org/10.1038/s41598-021-89552-2 

  6. Gkika, D. A., Vordos, N., Magafas, L., Mitropoulos, A. C., Kyzas, G. Z. (2021). Risk return profile of nanomaterials. Journal of Molecular Structure, 1228, 129740. doi: http://doi.org/10.1016/j.molstruc.2020.129740 

  7. Antoniades, I. P., Brandi, G., Magafas, L., Di Matteo, T. (2021). The use of scaling properties to detect relevant changes in financial time series: A new visual warning tool. Physica A: Statistical Mechanics and Its Applications, 565, 125561. doi: http://doi.org/10.1016/j.physa.2020.125561 

  8. Demertzis, K., Tsiotas, D., Magafas, L. (2020). Modeling and Forecasting the COVID-19 Temporal Spread in Greece: An Exploratory Approach Based on Complex Network Defined Splines. International Journal of Environmental Research and Public Health, 17(13), 4693. doi: http://doi.org/10.3390/ijerph17134693 

  9. Gkika, D. A., Magafas, L., Cool, P., Braet, J. (2018). Balancing nanotoxicity and returns in health applications: The Prisoner’s Dilemma. Toxicology, 393, 83–89. doi: http://doi.org/10.1016/j.tox.2017.11.008 

  10. Papadopoulou, P., Stavrinides, S. G., Hanias, M., Magafas, L. (2015). Study of the Electrical Behavior of Metal/α-SiC:H/poly-Si(N) Structure Using Simulation. Acta Physica Polonica A, 127 (4), 1349–1351. doi: http://doi.org/10.12693/aphyspola.127.1349 

  11. Iakovoglou, V., Zaimes, G. N., Emmanouloudis, D., Ioannou, A., Bandekas, D., Magafas, L. et. al. (2014). Innovative use of sensors to collect, analyze and forecast abiotic factors in order to improve productivity. Acta Horticulturae, 1054, 341–350. doi: http://doi.org/10.17660/actahortic.2014.1054.41 

  12. Hanias, M. P., Magafas, L. (2011). Chaos theory in predicting election results. Journal of Engineering Science and Technology Review, 4 (3), 286–290. doi: http://doi.org/10.25103/jestr.043.17 

  13. Magafas, L., Ozun, A., Turk, M. (2011). Regime Transitions in Emerging Markets under the Weak Dollar Period: An Empirical Analysis with Two - State Time - Varying Regime Switching Model. Journal of Engineering Science and Technology Review, 4 (3), 251–255. doi: http://doi.org/10.25103/jestr.043.10 
  14. Kalomiros, J. A., Stavrinides, S. G., Miliou, A. N., Antoniades, I. P., Magafas, L., Anagnostopoulos, A. N. (2009). The nonlinear current behaviour of a driven R–L-Varactor in the low frequency range. Nonlinear Analysis: Real World Applications, 10 (2), 691–701. doi: http://doi.org/10.1016/j.nonrwa.2007.10.023 

  15. Hanias, M. P., Magafas, L. (2009). Time series cross prediction in a single transistor chaotic circuit using neural networks. Journal of Engineering Science and Technology Review, 2 (1), 8–11. doi: http://doi.org/10.25103/jestr.021.02