Essays about: "Fernando Díaz González"

Found 1 essay containing the words Fernando Díaz González.

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

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

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

   Abstract : 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. READ MORE