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Fuzzy inference-based LSTM for long-term time series prediction

Long short-term memory (LSTM) based time series forecasting methods suffer from multiple limitations, such as accumulated error, diminishing temporal correlation, and lacking interpretability, which compromises the prediction performance. To overcome these shortcomings, a fuzzy inference-based LSTM...

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Detalles Bibliográficos
Autores principales: Wang, Weina, Shao, Jiapeng, Jumahong, Huxidan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10663611/
https://www.ncbi.nlm.nih.gov/pubmed/37990124
http://dx.doi.org/10.1038/s41598-023-47812-3