| Cellular Network Capacity and Coverage Enhancement with MDT Data and Deep Reinforcement Learning M Skocaj, LM Amorosa, G Ghinamo, G Muratore, D Micheli, F Zabini, ... Computer Communications 195, 403-415, 2022 | 16 | 2022 |
| Data-driven Predictive Latency for 5G: A Theoretical and Experimental Analysis Using Network Measurements M Skocaj, F Conserva, NS Grande, A Orsi, D Micheli, G Ghinamo, ... 2023 IEEE 34th Annual International Symposium on Personal, Indoor and Mobile …, 2023 | 6 | 2023 |
| Uplink scheduling in federated learning: An importance-aware approach via graph representation learning M Skocaj, PEI Rivera, R Verdone, M Erol-Kantarci 2023 IEEE International Conference on Communications Workshops (ICC …, 2023 | 4 | 2023 |
| A KPI-Based Self-Optimization Algorithm for Inter-Frequency Handover in 4G/5G Networks M Skocaj, A Orsi, F Franchini, R Verdone 2021 Joint European Conference on Networks and Communications & 6G Summit …, 2021 | 4 | 2021 |
| Gumble: Uncertainty-aware conditional mobile data generation using bayesian learning M Skocaj, LM Amorosa, M Lombardi, R Verdone IEEE Transactions on Mobile Computing, 2024 | 3 | 2024 |
| White Paper on Radio Channel Modeling and Prediction to Support Future Environment-aware Wireless Communication Systems M Boban, V Degli-Esposti arXiv preprint arXiv:2309.17088, 2023 | 3 | 2023 |
| Vehicle-to-Everything (V2X) Datasets for Machine Learning-Based Predictive Quality of Service M Skocaj, N Di Cicco, T Zugno, M Boban, J Blumenstein, A Prokes, ... IEEE Communications Magazine 61 (9), 106-112, 2023 | 3 | 2023 |
| Multi-Band Measurements for Deep Learning-Based Dynamic Channel Prediction and Simulation F Pasic, N Di Cicco, M Skocaj, M Tornatore, S Schwarz, ... IEEE Communications Magazine 61 (9), 98-104, 2023 | 3 | 2023 |
| Safe Online Mobile Network Optimization through Digital Twin-Enhanced Monte Carlo Tree Search L Eller, M Skocaj, P Svoboda, M Rupp, R Verdone Authorea Preprints, 2024 | | 2024 |
| Multi-Agent Reinforcement Learning for Power Control in Wireless Networks via Adaptive Graphs LM Amorosa, M Skocaj, R Verdone, D Gündüz ICC 2024-IEEE International Conference on Communications, 2968-2973, 2024 | | 2024 |
| Integrated communication and learning towards autonomous mobile radio networks M Skocaj alma, 2024 | | 2024 |
| Multi-band High-Mobility Measurements for Deep Learning-based Channel Prediction and Simulation F Pasic, N Di Cicco, M Skocaj, M Tornatore, S Schwarz, ... | | |
Roberto VerdoneUniversità di BolognaEmail verificata su unibo.it