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

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

Abstract 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-ba...

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Bibliographic Details
Main Authors:	Weina Wang, Jiapeng Shao, Huxidan Jumahong
Format:	Article
Language:	English
Published:	Nature Portfolio 2023-11-01
Series:	Scientific Reports
Online Access:	https://doi.org/10.1038/s41598-023-47812-3

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