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Research article

First published 2022-06-01

An EEMD-CNN-BiLSTM-attention neural network for mixed frequency stock return forecasting

Yi Cai, Jinlu Guo, Zhenpeng Tang

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2024-11

Research on prediction and evaluation algorithm of sports athletes performance based on neural network

Kai Wang, Dongming Zhu, Zimin Chang [...]

Technology and Health Care

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Research article

First published 2026

Hierarchical energy management for FCHEV in car-following scenarios with speed prediction

Sihan Chen, Zhi Zhang, Jie Zhang [...]

Proceedings of the Institution of Mechanical Engineers,Part D: Journal of Automobile Engineering

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Research article

First published 2025-1

Seismic response prediction method of train-bridge coupled system based on convolutional neural network-bidirectional long short-term memory-attention modeling

Xuebing Zhang, Xiaonan Xie, Han Zhao [...]

Advances in Structural Engineering

Open access

Research article

First published 2023-1

A hybrid CNN-BiLSTM approach for remaining useful life prediction of EVs lithium-Ion battery

Dexin Gao, Xin Liu, Zhenyu Zhu [...]

Measurement and Control

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Research article

First published 2023-08-01

A new hybrid method of recurrent reinforcement learning and BiLSTM for algorithmic trading

Yuling Huang, Yunlin Song

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2026

Gearbox fault diagnosis method based on RIME-VMD and CNN-BiLSTM

Jiangran Liu, Rujiang Hao, Feiyue Deng

Journal of Vibration and Control

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Research article

First published 2025

An improved attention mechanism rolling element bearing fault diagnosis based on convolutional neural network and bi-directional long short-term memory

Xiangyang Liu, Zhangliang Xu, Zhifeng Li [...]

Journal of Vibration and Control

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Research article

First published 2025

A modified BiLSTM network for minor fault identification of power system

Zhengwei Chang, Jie Wu, Linghao Zhang [...]

Journal of Computational Methods in Sciences and Engineering

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Research article

First published 2024

BiLSTM-MLP based hysteresis modeling for soft pneumatic joint actuator

Shuo Liu, Ming Xu, Jindong Zhao [...]

Proceedings of the Institution of Mechanical Engineers,Part C: Journal of Mechanical Engineering Science

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