Prediction of events in 5G networks

• Li, Shuyang (2024)
  Data-Driven Mobile Traffic Modelling in Cellular Networks. relatore: MAGLI, ENRICO; , 36. XXXVI Ciclo, P.: 134
  Doctoral Thesis
• Li, S.; Magli, E.; Francini, G. (2024)
  Exploring Time Series Variability: A Training-Efficient Mobile Traffic Predictor. In: 2024 IEEE Wireless Communications and Networking Conference, Dubai (UAE), 21-24 April 2024. ISSN 1525-3511. ISBN: 979-8-3503-0358-2
  Contributo in Atti di Convegno (Proceeding)
• Li, Shuyang; Magli, Enrico; Francini, Gianluca; Ghinamo, Giorgio (2024)
  Deep learning based prediction of traffic peaks in mobile networks. In: COMPUTER NETWORKS, vol. 240. ISSN 1389-1286
  Contributo su Rivista
• Li, Shuyang; Magli, Enrico; Francini, Gianluca (2023)
  TDANet: an efficient solution for short-term mobile traffic forecasting. In: 2023 IEEE 97th Vehicular Technology Conference (VTC2023-Spring), Florence (Italy), 20-23 June 2023, pp. 1-5. ISBN: 979-8-3503-1114-3
  Contributo in Atti di Convegno (Proceeding)
• Li, Shuyang; Francini, Gianluca; Magli, Enrico (2023)
  Temporal dynamics clustering for analyzing cell behavior in mobile networks. In: COMPUTER NETWORKS, vol. 223. ISSN 1389-1286
  Contributo su Rivista
• Li, Shuyang; Magli, Enrico; Francini, Gianluca (2023)
  To Be Conservative or To Be Aggressive? A Risk-Adaptive Mixture of Experts for Mobile Traffic Forecasting. In: 2023 International Conference on Communications, Roma (Italy), 28 May 2023 - 01 June 2023, pp. 5471-5476
  Contributo in Atti di Convegno (Proceeding)

• Improved prediction of mobile network behavior with occurrences of high concentration of people. national and international Patent
  Inventors: Shuyang Li Enrico Magli