Local Attention Mechanism: Boosting the Transformer Architecture for Long-Sequence Time Series Forecasting

Ignacio Aguilera-Martos, Andrés Herrera-Poyatos, Julián Luengo +1

Transformers have become the leading choice in natural language processing over other deep learning architectures. This trend has also permeated the field of time series analysis,…