Lefteris Tsipis
Lefteris Tsipis
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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
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
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
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
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
Satellite Aerial Terrestrial Hybrid NOMA Scheme in 6G Networks: An Unsupervised Learning Approach
M Karavolos, L Tsipi, PS Bithas, D Vouyioukas, PT Mathiopoulos
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
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
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
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