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A Variational Bayesian Deep Network with Data Self-Screening Layer for Massive Time-Series Data Forecasting

Compared with mechanism-based modeling methods, data-driven modeling based on big data has become a popular research field in recent years because of its applicability. However, it is not always better to have more data when building a forecasting model in practical areas. Due to the noise and confl...

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Detalles Bibliográficos
Autores principales: Jin, Xue-Bo, Gong, Wen-Tao, Kong, Jian-Lei, Bai, Yu-Ting, Su, Ting-Li
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8947458/
https://www.ncbi.nlm.nih.gov/pubmed/35327846
http://dx.doi.org/10.3390/e24030335