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Research article

First published 2025

BiLSTM-Based Human Emotion Classification Using EEG Signal

Akhilesh Kumar, Awadhesh Kumar

Clinical EEG and Neuroscience

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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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Research article

First published 2025

Prediction of FeO content in sintered ore based on ICEEMDAN and CNN-BiLSTM-AM

Jinxin Fan, Huan Yang, Xiaotong Li [...]

Ironmaking & Steelmaking: Processes,Products and Applications

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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 2023-03-09

Extracting actors and use cases from requirements text with BiLSTM-CRF

Ming Yin, Pan Zhou, Taige Xu [...]

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

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Research article

First published 2026

An intelligent shield machine pose prediction framework: HO-TCN-BiLSTM-multi-head attention mechanisms model

Xuanyu Liu, Yong Yang, Siyang Zong [...]

Transactions of the Institute of Measurement and Control

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Research article

First published 2025-12

Study on wear state of ultrasonic-assisted grinding of glass-ceramics with diamond tools based on DBO-BiLSTM

Wenchao Zhang, Enming Cui

Journal of Vibration and Control

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Research article

First published 2023-10-04

Short-term auto parts demand forecasting based on EEMD—CNN—BiLSTM—Attention—combination model

Kai Huang, Jian Wang

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

Open access

Research article

First published 2024-5

A Siamese CNN-BiLSTM-based method for unbalance few-shot fault diagnosis of rolling bearings

Xiyang Liu, Guo Chen, Hao Wang [...]

Measurement and Control

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Research article

First published 2025-5

Time series prediction of college student satisfaction based on BiLSTM in big data scenarios

Zhen Yan, Yuanhua Wang, Taotao Chen

Journal of Computational Methods in Sciences and Engineering

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