Sotirios P. Sotiroudis

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 15

Top Topics

Machine Learning

Weakly Supervised

Top Venues

EURASIP J. Wirel. Commun. Netw.

Publications

Lazaros Alexios Iliadis, Sotirios P. Sotiroudis, George S. Vergos, Paraskevi Kritopoulou, Achilleas Papatheodorou, Achilles D. Boursianis, Konstantinos-Iraklis D. Kokkinidis, Maria S. Papadopoulou, Panagiotis G. Sarigiannidis, Sotirios K. Goudos
Fetal Images Trophectoderm Score Prediction Using Deep Learning Methodologies. MOCAST (2024)
Vasileios P. Rekkas, Lazaros Alexios Iliadis, Sotirios P. Sotiroudis, Achilles D. Boursianis, Panagiotis G. Sarigiannidis, David Plets, Wout Joseph, Shaohua Wan, Christos G. Christodoulou, George K. Karagiannidis, Sotirios K. Goudos
Artificial Intelligence in Visible Light Positioning for Indoor IoT: A Methodological Review. IEEE Open J. Commun. Soc. 4 (2023)
Lazaros Moysis, Lazaros Alexios Iliadis, Sotirios P. Sotiroudis, Kostas Kokkinidis, Panagiotis G. Sarigiannidis, Spiridon Nikolaidis, Christos K. Volos, Achilles D. Boursianis, Dimitrios Babas, Maria S. Papadopoulou, Sotirios K. Goudos
The Challenges of Music Deep Learning for Traditional Music. MOCAST (2023)
Lazaros Moysis, Lazaros Alexios Iliadis, Sotirios P. Sotiroudis, Achilles D. Boursianis, Maria S. Papadopoulou, Kostas Kokkinidis, Christos K. Volos, Panagiotis G. Sarigiannidis, Spiridon Nikolaidis, Sotirios K. Goudos
Music Deep Learning: Deep Learning Methods for Music Signal Processing - A Review of the State-of-the-Art. IEEE Access 11 (2023)
Aikaterini I. Griva, Vasileios P. Rekkas, Kyriakos Koritsoglou, Sotirios P. Sotiroudis, Achilles D. Boursianis, Maria S. Papadopoulou, Sotirios K. Goudos
Energy Consumption Assessment in Refrigeration Equipment: The SmartFridge Project. MOCAST (2023)
Lazaros Alexios Iliadis, Sotirios P. Sotiroudis, Kostas Kokkinidis, Panagiotis G. Sarigiannidis, Spiridon Nikolaidis, Sotirios K. Goudos
Music Deep Learning: A Survey on Deep Learning Methods for Music Processing. MOCAST (2022)
Lazaros Alexios Iliadis, Zaharias D. Zaharis, Sotirios P. Sotiroudis, Panagiotis G. Sarigiannidis, George K. Karagiannidis, Sotirios K. Goudos
Towards 6G: Deep Learning in Cell-Free Massive MIMO. BlackSeaCom (2022)
Lazaros Alexios Iliadis, Zaharias D. Zaharis, Sotirios P. Sotiroudis, Panagiotis G. Sarigiannidis, Christos Christodoulou, Sotirios K. Goudos
Patch Antenna Design using Artificial Intelligence Methods for 4G/5G Applications. WPMC (2022)
Lazaros Alexios Iliadis, Zaharias D. Zaharis, Sotirios P. Sotiroudis, Panagiotis G. Sarigiannidis, George K. Karagiannidis, Sotirios K. Goudos
The road to 6G: a comprehensive survey of deep learning applications in cell-free massive MIMO communications systems. EURASIP J. Wirel. Commun. Netw. 2022 (1) (2022)
Vasileios P. Rekkas, Sotirios P. Sotiroudis, David Plets, Wout Joseph, Sotirios K. Goudos
Visible Light Positioning: A Machine Learning Approach. SEEDA-CECNSM (2022)
Vasileios P. Rekkas, Sotirios P. Sotiroudis, Panagiotis G. Sarigiannidis, George K. Karagiannidis, Sotirios K. Goudos
Unsupervised Machine Learning in 6G Networks -State-of-the-art and Future Trends. MOCAST (2021)
Sotirios P. Sotiroudis, Panayiotis Sarigiannidis, Sotirios K. Goudos, Katherine Siakavara
Fusing Diverse Input Modalities for Path Loss Prediction: A Deep Learning Approach. IEEE Access 9 (2021)
George S. Vergos, Sotirios P. Sotiroudis, Georgia E. Athanasiadou, George V. Tsoulos, Sotirios K. Goudos
Comparing Machine Learning Methods for Air-to-Ground Path Loss Prediction. MOCAST (2021)
Sotirios P. Sotiroudis, Sotirios K. Goudos, Katherine Siakavara
Deep learning for radio propagation: Using image-driven regression to estimate path loss in urban areas. ICT Express 6 (3) (2020)
Sotirios P. Sotiroudis, Sotirios K. Goudos, Katherine Siakavara
Neural Networks and Random Forests: A Comparison Regarding Prediction of Propagation Path Loss for NB-IoT Networks. MOCAST (2019)