Long Short-Term Memory Neural Network for Traffic Speed Prediction of Urban Expressways Using Floating Car Data

Lecture Notes in Electrical Engineering - Green Connected Automated Transportation and Safety ◽

10.1007/978-981-16-5429-9_58 ◽

2021 ◽

pp. 773-787

Author(s):

Deqi Chen ◽

Xuedong Yan ◽

Shurong Li ◽

Xiaobing Liu ◽

Liwei Wang

Keyword(s):

Neural Network ◽

Short Term Memory ◽

Term Memory ◽

Floating Car Data ◽

Speed Prediction ◽

Long Short Term Memory ◽

Download Full-text

Long short-term memory neural network for traffic speed prediction using remote microwave sensor data

Transportation Research Part C Emerging Technologies ◽

10.1016/j.trc.2015.03.014 ◽

2015 ◽

Vol 54 ◽

pp. 187-197 ◽

Author(s):

Xiaolei Ma ◽

Zhimin Tao ◽

Yinhai Wang ◽

Haiyang Yu ◽

Yunpeng Wang

Keyword(s):

Neural Network ◽

Short Term Memory ◽

Sensor Data ◽

Term Memory ◽

Microwave Sensor ◽

Speed Prediction ◽

Long Short Term Memory ◽

Download Full-text

Multi-step ahead wind speed prediction based on optimal feature extraction, long short term memory neural network and error correction strategy

Applied Energy ◽

10.1016/j.apenergy.2018.08.114 ◽

2018 ◽

Vol 230 ◽

pp. 429-443 ◽

Author(s):

Jujie Wang ◽

Yaning Li

Keyword(s):

Neural Network ◽

Feature Extraction ◽

Short Term Memory ◽

Term Memory ◽

Wind Speed Prediction ◽

Speed Prediction ◽

Long Short Term Memory ◽

Optimal Feature

Download Full-text

Ego-Vehicle Speed Prediction Using a Long Short-Term Memory Based Recurrent Neural Network

International Journal of Automotive Technology ◽

10.1007/s12239-019-0067-y ◽

2019 ◽

Vol 20 (4) ◽

pp. 713-722 ◽

Author(s):

Kyuhwan Yeon ◽

Kyunghan Min ◽

Jaewook Shin ◽

Myoungho Sunwoo ◽

Manbae Han

Keyword(s):

Neural Network ◽

Recurrent Neural Network ◽

Short Term Memory ◽

Vehicle Speed ◽

Term Memory ◽

Speed Prediction ◽

Long Short Term Memory

Download Full-text

An improved long short‐term memory networks with Takagi‐Sugeno fuzzy for traffic speed prediction considering abnormal traffic situation

Computational Intelligence ◽

10.1111/coin.12291 ◽

2020 ◽

Vol 36 (3) ◽

pp. 964-993 ◽

Author(s):

Shiju George ◽

Ajit Kumar Santra

Keyword(s):

Short Term Memory ◽

Traffic Situation ◽

Term Memory ◽

Speed Prediction ◽

Long Short Term Memory ◽

Traffic Speed ◽

Download Full-text

Fine-Tuning Deep Hybrid Long Short-Term Memory and Restricted Boltzmann Machine Network for Urban Traffic Speed Prediction

2019 12th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI) ◽

10.1109/cisp-bmei48845.2019.8965895 ◽

2019 ◽

Author(s):

Yuanyuan Ni ◽

Zongtao Duan ◽

Kai Zhang ◽

Jihai Yang ◽

Yun Yang

Keyword(s):

Short Term Memory ◽

Urban Traffic ◽

Restricted Boltzmann Machine ◽

Fine Tuning ◽

Boltzmann Machine ◽

Term Memory ◽

Speed Prediction ◽

Long Short Term Memory ◽

Download Full-text

Smart deep learning based wind speed prediction model using wavelet packet decomposition, convolutional neural network and convolutional long short term memory network

Energy Conversion and Management ◽

10.1016/j.enconman.2018.04.021 ◽

2018 ◽

Vol 166 ◽

pp. 120-131 ◽

Author(s):

Hui Liu ◽

Xiwei Mi ◽

Yanfei Li

Keyword(s):

Neural Network ◽

Short Term Memory ◽

Wavelet Packet ◽

Wavelet Packet Decomposition ◽

Term Memory ◽

Wind Speed Prediction ◽

Speed Prediction ◽

Memory Network ◽

Long Short Term Memory

Download Full-text

Hybrid wind speed prediction model based on recurrent long short-term memory neural network and support vector machine models

Soft Computing ◽

10.1007/s00500-019-04292-w ◽

2019 ◽

Vol 24 (7) ◽

pp. 5345-5355

Author(s):

T. Vinothkumar ◽

K. Deeba

Keyword(s):

Neural Network ◽

Support Vector Machine ◽

Short Term Memory ◽

Support Vector ◽

Term Memory ◽

Wind Speed Prediction ◽

Speed Prediction ◽

Long Short Term Memory

Download Full-text

Wind speed prediction using hybrid long short-term memory neural network based approach

2021 International Conference on Sustainable Energy and Future Electric Transportation (SEFET) ◽

10.1109/sefet48154.2021.9375644 ◽

2021 ◽

Author(s):

G. Rakesh Yadav ◽

E. Muneender ◽

M. Santhosh

Keyword(s):

Neural Network ◽

Short Term Memory ◽

Term Memory ◽

Wind Speed Prediction ◽

Speed Prediction ◽

Long Short Term Memory

Download Full-text

Bus Travel Speed Prediction Using Long Short-term Memory Neural Network

Sensors and Materials ◽

10.18494/sam.2020.3111 ◽

2020 ◽

Vol 32 (12) ◽

pp. 4441

Author(s):

Seung-Bae Jeon ◽

Myeong-Hun Jeong ◽

Tae-Young Lee ◽

Jeong-Hwan Lee ◽

Jae-Myoung Cho

Keyword(s):

Neural Network ◽

Short Term Memory ◽

Travel Speed ◽

Term Memory ◽

Speed Prediction ◽

Long Short Term Memory

Download Full-text

Estimation of municipal solid waste amount based on one-dimension convolutional neural network and long short-term memory with attention mechanism model: A case study of Shanghai

The Science of The Total Environment ◽

10.1016/j.scitotenv.2021.148088 ◽

2021 ◽

Vol 791 ◽

pp. 148088

Author(s):

Kunsen Lin ◽

Youcai Zhao ◽

Lu Tian ◽

Chunlong Zhao ◽

Meilan Zhang ◽

...

Keyword(s):

Neural Network ◽

Municipal Solid Waste ◽

Convolutional Neural Network ◽

Short Term Memory ◽

One Dimension ◽

Term Memory ◽

Mechanism Model ◽

Long Short Term Memory

Download Full-text