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Lefteris Tsipis
Lefteris Tsipis
PhD candidate, University of the Aegean
Geverifieerd e-mailadres voor aegean.gr
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Machine learning-based methods for path loss prediction in urban environment for LTE networks
N Moraitis, L Tsipi, D Vouyioukas
2020 16th international conference on wireless and mobile computing …, 2020
462020
Performance evaluation of machine learning methods for path loss prediction in rural environment at 3.7 GHz
N Moraitis, L Tsipi, D Vouyioukas, A Gkioni, S Louvros
Wireless Networks 27 (6), 4169-4188, 2021
452021
On the assessment of ensemble models for propagation loss forecasts in rural environments
N Moraitis, L Tsipi, D Vouyioukas, A Gkioni, S Louvros
IEEE Wireless Communications Letters 11 (5), 1097-1101, 2022
152022
An unsupervised machine learning approach for UAV-aided offloading of 5G cellular networks
L Tsipi, M Karavolos, D Vouyioukas
Telecom 3 (1), 86-102, 2022
112022
Satellite Aerial Terrestrial Hybrid NOMA Scheme in 6G Networks: An Unsupervised Learning Approach
M Karavolos, L Tsipi, PS Bithas, D Vouyioukas, PT Mathiopoulos
112022
Machine learning-based methods for enhancement of uav-noma and d2d cooperative networks
L Tsipi, M Karavolos, PS Bithas, D Vouyioukas
Sensors 23 (6), 3014, 2023
102023
Digital Repository as a Service (D-RaaS): Enhancing Access and Preservation of Cultural Heritage Artifacts
L Tsipi, D Vouyioukas, G Loumos, A Kargas, D Varoutas
Heritage 6 (10), 6881-6900, 2023
52023
A Machine Learning UAV Deployment Approach for Emergency Cellular Networks
L Tsipi, VI Tatsis, DN Skoutas, D Vouyioukas, C Skianis
ICC 2023-IEEE International Conference on Communications, 5683-5688, 2023
32023
Machine learning-based methods for MCS prediction in 5G networks
L Tsipi, M Karavolos, G Papaioannou, M Volakaki, D Vouyioukas
Telecommunication Systems, 1-24, 2024
12024
Machine-Learning-Based Path Loss Prediction for In-Cabin Wireless Networks
N Moraitis, L Tsipi, D Vouyioukas
2024 IEEE International Conference on Machine Learning for Communication and …, 2024
2024
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Artikelen 1–10