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Sotirios Sotiroudis
Sotirios Sotiroudis
Radiocommunications Laboratory, Physics Department, Aristotle University of Thessaloniki
在 physics.auth.gr 的电子邮件经过验证
标题
引用次数
引用次数
年份
Application of a composite differential evolution algorithm in optimal neural network design for propagation path-loss prediction in mobile communication systems
SP Sotiroudis, SK Goudos, KA Gotsis, K Siakavara, JN Sahalos
IEEE Antennas and Wireless Propagation Letters 12, 364-367, 2013
952013
Machine learning in beyond 5G/6G networks—State-of-the-art and future trends
VP Rekkas, S Sotiroudis, P Sarigiannidis, S Wan, GK Karagiannidis, ...
Electronics 10 (22), 2786, 2021
852021
Mobile radio propagation path loss prediction using artificial neural networks with optimal input information for urban environments
SP Sotiroudis, K Siakavara
AEU-International Journal of Electronics and Communications 69 (10), 1453-1463, 2015
532015
A neural network approach to the prediction of the propagation path-loss for mobile communications systems in urban environments
SP Sotiroudis, K Siakavara, JN Sahalos
Piers Online 3 (8), 1175-1179, 2007
422007
Fusing diverse input modalities for path loss prediction: A deep learning approach
SP Sotiroudis, P Sarigiannidis, SK Goudos, K Siakavara
IEEE Access 9, 30441-30451, 2021
342021
Deep learning for radio propagation: Using image-driven regression to estimate path loss in urban areas
SP Sotiroudis, SK Goudos, K Siakavara
ICT Express 6 (3), 160-165, 2020
342020
Neural networks and random forests: A comparison regarding prediction of propagation path loss for NB-IoT networks
SP Sotiroudis, SK Goudos, K Siakavara
2019 8th International Conference on Modern Circuits and Systems …, 2019
342019
Feature importances: A tool to explain radio propagation and reduce model complexity
SP Sotiroudis, SK Goudos, K Siakavara
Telecom 1 (2), 9, 2020
192020
Unsupervised machine learning in 6g networks-state-of-the-art and future trends
VP Rekkas, S Sotiroudis, P Sarigiannidis, GK Karagiannidis, SK Goudos
2021 10th international conference on modern circuits and systems …, 2021
182021
Enhancing machine learning models for path loss prediction using image texture techniques
SP Sotiroudis, K Siakavara, GP Koudouridis, P Sarigiannidis, SK Goudos
IEEE Antennas and Wireless Propagation Letters 20 (8), 1443-1447, 2021
172021
Optimal artificial neural network design for propagation path-loss prediction using adaptive evolutionary algorithms
SP Sotiroudis, SK Goudos, KA Gotsis, K Siakavara, JN Sahalos
2013 7th European Conference on Antennas and Propagation (EuCAP), 3795-3799, 2013
172013
Modeling by optimal artificial neural networks the prediction of propagation path loss in urban environments
SP Sotiroudis, SK Goudos, KA Gotsis, K Siakavara, JN Sahalos
2013 IEEE-APS Topical Conference on Antennas and Propagation in Wireless …, 2013
162013
Music deep learning: Deep learning methods for music signal processing-a review of the state-of-the-art
L Moysis, LA Iliadis, SP Sotiroudis, AD Boursianis, MS Papadopoulou, ...
Ieee Access, 2023
132023
The road to 6G: a comprehensive survey of deep learning applications in cell-free massive MIMO communications systems
LA Iliadis, ZD Zaharis, S Sotiroudis, P Sarigiannidis, GK Karagiannidis, ...
EURASIP Journal on Wireless Communications and Networking 2022 (1), 68, 2022
82022
From spatial urban site data to path loss prediction: An ensemble learning approach
SP Sotiroudis, AD Boursianis, SK Goudos, K Siakavara
IEEE Transactions on Antennas and Propagation 70 (7), 6101-6105, 2021
82021
Ensemble Learning for 5G Flying Base Station Path Loss Modelling
SP Sotiroudis, G Athanasiadou, GV Tsoulos, C Christodoulou, SK Goudos
2022 16th European Conference on Antennas and Propagation (EuCAP), 1-4, 2022
72022
Comparing machine learning methods for air-to-ground path loss prediction
G Vergos, SP Sotiroudis, G Athanasiadou, GV Tsoulos, SK Goudos
2021 10th International Conference on Modern Circuits and Systems …, 2021
52021
Music deep learning: A survey on deep learning methods for music processing
LA Iliadis, SP Sotiroudis, K Kokkinidis, P Sarigiannidis, S Nikolaidis, ...
2022 11th International Conference on Modern Circuits and Systems …, 2022
32022
Artificial Intelligence in Visible Light Positioning for Indoor IoT: A Methodological Review
VP Rekkas, LA Iliadis, SP Sotiroudis, AD Boursianis, P Sarigiannidis, ...
IEEE Open Journal of the Communications Society, 2023
22023
Energy Consumption Assessment in Refrigeration Equipment: The SmartFridge Project
AI Griva, VP Rekkas, K Koritsoglou, SP Sotiroudis, AD Boursianis, ...
2023 12th International Conference on Modern Circuits and Systems …, 2023
22023
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