Sotirios P. Sotiroudis

Machine Learning in Beyond 5G/6G Networks—State-of-the-Art and Future Trends

Vasileios P. Rekkas, Sotirios P. Sotiroudis, Panagiotis Sarigiannidis et al. · Electronics · 2021 · 112 citations · Full text

Artificial Intelligence, 5G Networks, Wireless Communications +14

Application of a Composite Differential Evolution Algorithm in Optimal Neural Network Design for Propagation Path-Loss Prediction in Mobile Communication Systems

Sotirios P. Sotiroudis, Sotirios K. Goudos, Konstantinos A. Gotsis et al. · IEEE Antennas and Wireless Propagation Letters · 2013 · 91 citations

Artificial Intelligence, Engineering, Machine Learning +16

Fusing Diverse Input Modalities for Path Loss Prediction: A Deep Learning Approach

Sotirios P. Sotiroudis, Panagiotis Sarigiannidis, Sotirios K. Goudos et al. · IEEE Access · 2021 · 57 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Engineering +21

Mobile radio propagation path loss prediction using Artificial Neural Networks with optimal input information for urban environments

Sotirios P. Sotiroudis, Katherine Siakavara · AEU - International Journal of Electronics and Communications · 2015 · 56 citations

Channel Modeling, Mobile Signal Processing, Engineering +6

Music Deep Learning: Deep Learning Methods for Music Signal Processing—A Review of the State-of-the-Art

Lazaros Moysis, Lazaros Alexios Iliadis, Sotirios P. Sotiroudis et al. · IEEE Access · 2023 · 45 citations · Full text

Music, Music Generation, Music Classification +9