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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 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

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 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 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 2025-12

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

Open access

Research article

First published 2025

An Enhanced Hybrid Model Combining CNN,BiLSTM,and Attention Mechanism for ECG Segment Classification

Mechichi Najia, Benzarti Faouzi

Biomedical Engineering and Computational Biology

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