Shallow Neural Networks beat Deep Neural Networks trained with transfer learning: A Use Case based on training Neural Networks to identify Covid-19 in chest X-ray images. - Dimitrios Manolakis; Georgios Spanos; Ioannis Refanidis (PCI, 2021)

Finding Time Optimal Routes for Trains Using Basic Kinematics and A. - Dimitrios Manolakis; Ioannis Refanidis (ECAI Workshops (1), 2023)

3D Spiking Convolutional Networks for Robust Human Activity Recognition in AV Cabins. - Dimitris Manolakis 002; Antonios Lalas; Katerina Maria Oikonomou; Antonios Gasteratos; Konstantinos Votis (IST, 2025)

Multi-Objective and deep Q-Learning for countermeasure selection in 5G intrusion response systems. - Arash Bozorgchenani; Dimitris Manolakis 002; Antonios Lalas (Comput. Networks, 2026)