Sökning: "Fernando Díaz González"

Hittade 1 uppsats innehållade orden Fernando Díaz González.

1. 1. Federated Learning for Time Series Forecasting Using LSTM Networks: Exploiting Similarities Through Clustering

   Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Författare :Fernando Díaz González; [2019]
   Nyckelord :Federated Learning; Time Series Forecasting; Clustering; Time Series Feature Extraction; Recurrent Neural Networks; Long Short-Term Memory;

   Sammanfattning : Federated learning poses a statistical challenge when training on highly heterogeneous sequence data. For example, time-series telecom data collected over long intervals regularly shows mixed fluctuations and patterns. LÄS MER