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Predictions for COVID-19 with deep learning models of LSTM, GRU and Bi-LSTM

Chaos, solitons and fractals, 2020-11, Vol.140, p.110212-110212, Article 110212

2020

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A novel bidirectional LSTM network model for very high cycle random fatigue performance of CFRP composite thin plates

International journal of fatigue, 2024-09, p.108627, Article 108627

2024

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Examination of the Bi-LSTM Based 5G-OFDM Wireless Network Over Rayleigh Fading Channel Conditions

Journal of mobile multimedia, 2023-05

2023

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Online remaining useful life prediction of lithium-ion batteries using bidirectional long short-term memory with attention mechanism

Energy (Oxford), 2022-09, Vol.254, p.124344, Article 124344

2022

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A Hybrid Deep Learning Model With Attention-Based Conv-LSTM Networks for Short-Term Traffic Flow Prediction

IEEE transactions on intelligent transportation systems, 2021-11, Vol.22 (11), p.6910-6920

2021

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A deep learning model employing Bi-LSTM architecture to predict Martian ionosphere electron density using data from the Mars Global Surveyor mission

Advances in space research, 2024-07

2024

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Assamese Fake News Detection: A Comprehensive Exploration of LSTM and Bi-LSTM Techniques

Procedia computer science, 2024, Vol.235, p.2167-2177

2024

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Short-term traffic flow prediction based on optimized deep learning neural network: PSO-Bi-LSTM

Physica A, 2023-09, Vol.625, p.129001, Article 129001

2023

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Attention-based BiLSTM models for personality recognition from user-generated content

Information sciences, 2022-06, Vol.596, p.460-471

2022

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A Time Series Prediction Method for the Subsurface Thermal Structure of the South Yellow Sea Cold Water Mass

IEEE geoscience and remote sensing letters, 2024, Vol.21, p.1-5

2024

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Deep learning-based exchange rate prediction during the COVID-19 pandemic

Annals of operations research, 2021-11, p.1-52

2021

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Multi-dimensional prediction method based on Bi-LSTMC for ship roll

Ocean engineering, 2021-12, Vol.242, p.110106, Article 110106

2021

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MTTLA‐DLW: Multi‐task TCN‐Bi‐LSTM transfer learning approach with dynamic loss weights based on feature correlations of the training samples for short‐term wind power prediction

Wind energy (Chichester, England), 2024-07, Vol.27 (7), p.733-744

2024

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A systematic data-driven approach for production forecasting of coalbed methane incorporating deep learning and ensemble learning adapted to complex production patterns

Energy (Oxford), 2023-01, Vol.263, p.126121, Article 126121

2023

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Computer-aided diagnosis system combining FCN and Bi-LSTM model for efficient breast cancer detection from histopathological images

Applied soft computing, 2019-12, Vol.85, p.105765, Article 105765

2019

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Fly: Femtolet‐based edge‐cloud framework for crop yield prediction using bidirectional long short‐term memory

Software, practice & experience, 2024-08, Vol.54 (8), p.1361-1377

2024

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Fast Response Prediction Method Based on Bidirectional Long Short-Term Memory for High-Speed Links

IEEE transactions on microwave theory and techniques, 2023-06, Vol.71 (6), p.2347-2359

2023

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Deep Spatial-temporal Model based Cross-scene Action Recognition Using Commodity WiFi

IEEE internet of things journal, 2020-04, Vol.7 (4), p.1-1

2020

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Predicting vacant parking space availability: A DWT-Bi-LSTM model

Physica A, 2022-08, Vol.599, p.127498, Article 127498

2022

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Forecast of short-term daily reference evapotranspiration under limited meteorological variables using a hybrid bi-directional long short-term memory model (Bi-LSTM)

Agricultural water management, 2020-12, Vol.242, p.106386, Article 106386

2020

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Traffic accident detection and condition analysis based on social networking data

Accident analysis and prevention, 2021-03, Vol.151, p.105973-105973, Article 105973

2021

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Continuous Human Activity Classification From FMCW Radar With Bi-LSTM Networks

IEEE sensors journal, 2020-11, Vol.20 (22), p.13607-13619

2020

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A high performance-oriented AI-enabled IoT-based pest detection system using sound analytics in large agricultural field

Microprocessors and microsystems, 2023-11, Vol.103, p.104946, Article 104946

2023

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Ship energy scheduling with DQN-CE algorithm combining bi-directional LSTM and attention mechanism

Applied energy, 2023-10, Vol.347, p.121378, Article 121378

2023

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Social media-based COVID-19 sentiment classification model using Bi-LSTM

Expert systems with applications, 2023-02, Vol.212, p.118710-118710, Article 118710

2023

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Predictions for COVID-19 with deep learning models of LSTM, GRU and Bi-LSTM

A novel bidirectional LSTM network model for very high cycle random fatigue performance of CFRP composite thin plates

Examination of the Bi-LSTM Based 5G-OFDM Wireless Network Over Rayleigh Fading Channel Conditions

Online remaining useful life prediction of lithium-ion batteries using bidirectional long short-term memory with attention mechanism

A Hybrid Deep Learning Model With Attention-Based Conv-LSTM Networks for Short-Term Traffic Flow Prediction

A deep learning model employing Bi-LSTM architecture to predict Martian ionosphere electron density using data from the Mars Global Surveyor mission

Assamese Fake News Detection: A Comprehensive Exploration of LSTM and Bi-LSTM Techniques

Short-term traffic flow prediction based on optimized deep learning neural network: PSO-Bi-LSTM

Attention-based BiLSTM models for personality recognition from user-generated content

A Time Series Prediction Method for the Subsurface Thermal Structure of the South Yellow Sea Cold Water Mass

Deep learning-based exchange rate prediction during the COVID-19 pandemic

Multi-dimensional prediction method based on Bi-LSTMC for ship roll

MTTLA‐DLW: Multi‐task TCN‐Bi‐LSTM transfer learning approach with dynamic loss weights based on feature correlations of the training samples for short‐term wind power prediction

A systematic data-driven approach for production forecasting of coalbed methane incorporating deep learning and ensemble learning adapted to complex production patterns

Computer-aided diagnosis system combining FCN and Bi-LSTM model for efficient breast cancer detection from histopathological images

Fly: Femtolet‐based edge‐cloud framework for crop yield prediction using bidirectional long short‐term memory

Fast Response Prediction Method Based on Bidirectional Long Short-Term Memory for High-Speed Links

Deep Spatial-temporal Model based Cross-scene Action Recognition Using Commodity WiFi

Predicting vacant parking space availability: A DWT-Bi-LSTM model

Forecast of short-term daily reference evapotranspiration under limited meteorological variables using a hybrid bi-directional long short-term memory model (Bi-LSTM)

Traffic accident detection and condition analysis based on social networking data

Continuous Human Activity Classification From FMCW Radar With Bi-LSTM Networks

A high performance-oriented AI-enabled IoT-based pest detection system using sound analytics in large agricultural field

Ship energy scheduling with DQN-CE algorithm combining bi-directional LSTM and attention mechanism

Social media-based COVID-19 sentiment classification model using Bi-LSTM

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