A Temporal Window Attention-Based Window-Dependent Long Short-Term Memory Network for Multivariate Time Series Prediction

Multivariate time series prediction models perform the required operation on a specific window length of a given input. However, capturing complex and nonlinear interdependencies in each temporal window remains challenging. The typical attention mechanisms assign a weight for a variable at the same...

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Detalles Bibliográficos
Autores principales: Han, Shuang, Dong, Hongbin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9858386/
https://www.ncbi.nlm.nih.gov/pubmed/36673150
http://dx.doi.org/10.3390/e25010010

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9858386/
https://www.ncbi.nlm.nih.gov/pubmed/36673150
http://dx.doi.org/10.3390/e25010010

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