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Research article

First published 2020-2

Bidirectional LSTM joint model for intent classification and named entity recognition in natural language understanding

Akson Sam Varghese, Saleha Sarang, Vipul Yadav [...]

International Journal of Hybrid Intelligent Systems

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Research article

First published 2022-2

Attention-based bidirectional LSTM with embedding technique for classification of COVID-19 articles

Rakesh Dutta, Mukta Majumder

Intelligent Decision Technologies

Open access

Research article

First published 2025-1

Comparative study of long short-term memory (LSTM),bidirectional LSTM,and traditional machine learning approaches for energy consumption prediction

Hamed Alizadegan, Behzad Rashidi Malki, Arian Radmehr [...]

Energy Exploration & Exploitation

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Research article

First published 2023-12-5

Seq2seq model for human action recognition based on skeleton and two-layer bidirectional LSTM

Shouke Wei, Jindong Zhao, Junhuai Li [...]

Journal of Ambient Intelligence and Smart Environments

Open access

Research article

First published 2025

KAN-SleepNet: A deep learning model combining Kolmogorov–Arnold Networks and bidirectional LSTM for automated sleep staging using EEG signals

Zhenliang Xiong, Yuxuan Gou, Yinglin Zhou [...]

DIGITAL HEALTH

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Research article

First published 2025

Sentiment analysis of ideological and political education feedback in College English Courses Based on a bidirectional LSTM and attention mechanism

Hui Liu

Journal of Computational Methods in Sciences and Engineering

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Research article

First published 2025

Smart wearable sensor-based model for monitoring medication adherence using sheep flock optimization algorithm-attention-based bidirectional long short-term memory (SFOA-Bi-LSTM)

Yasser Alatawi, Palanisamy Amirthalingam, Narmatha Chellamani [...]

DIGITAL HEALTH

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Research article

First published 2024-02-14

Customer sentiment recognition in conversation based on bidirectional LSTM and self-attention mechanism

Zhengwei Huang, Huayuan Liu, Chen Duan [...]

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

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Research article

First published 2025

TPA-net: Temporal pyramid convolution network with attentional BiLSTM for power load forecasting

Mengbo Yang, Donghui Wei

Journal of Computational Methods in Sciences and Engineering

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Research article

First published 2025-2

An attention-augmented bidirectional LSTM-based encoder–decoder architecture for electrocardiogram heartbeat classification

Oumayma Degachi, Kais Ouni

Transactions of the Institute of Measurement and Control

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