Short‐term traffic flow prediction based on whale optimization algorithm optimized BiLSTM_Attention

Concurrency and Computation Practice and Experience ◽

10.1002/cpe.6782 ◽

2022 ◽

Author(s):

Xing Xu ◽

Chengxing Liu ◽

Yun Zhao ◽

Xiaoshu Lv

Keyword(s):

Traffic Flow ◽

Optimization Algorithm ◽

Whale Optimization Algorithm ◽

Short Term ◽

Traffic Flow Prediction ◽

Flow Prediction ◽

Whale Optimization

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SAn Urban Short-term Traffic Flow Prediction Model Based on Wavelet Neural Network with Improved Whale Optimization Algorithm

Sustainable Cities and Society ◽

10.1016/j.scs.2021.102858 ◽

2021 ◽

pp. 102858

Author(s):

Wangdi Du ◽

Qingyong Zhang ◽

Yuepeng Chen ◽

Ziliu Ye

Keyword(s):

Neural Network ◽

Prediction Model ◽

Traffic Flow ◽

Optimization Algorithm ◽

Wavelet Neural Network ◽

Whale Optimization Algorithm ◽

Short Term ◽

Traffic Flow Prediction ◽

Flow Prediction ◽

Whale Optimization

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Short-Term Traffic Flow Prediction Based on Least Square Support Vector Machine with Hybrid Optimization Algorithm

Neural Processing Letters ◽

10.1007/s11063-019-09994-8 ◽

2019 ◽

Vol 50 (3) ◽

pp. 2305-2322 ◽

Cited By ~ 12

Author(s):

Chuan Luo ◽

Chi Huang ◽

Jinde Cao ◽

Jianquan Lu ◽

Wei Huang ◽

...

Keyword(s):

Support Vector Machine ◽

Traffic Flow ◽

Optimization Algorithm ◽

Least Square ◽

Hybrid Optimization ◽

Support Vector ◽

Short Term ◽

Traffic Flow Prediction ◽

Hybrid Optimization Algorithm ◽

Flow Prediction

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Short-Term Traffic Flow Prediction Based on a Hybrid Optimization Algorithm

Applied Mathematical Modelling ◽

10.1016/j.apm.2021.09.040 ◽

2021 ◽

Author(s):

He Yan ◽

Tian'an Zhang ◽

Yong Qi ◽

Dong-Jun Yu

Keyword(s):

Traffic Flow ◽

Optimization Algorithm ◽

Hybrid Optimization ◽

Short Term ◽

Traffic Flow Prediction ◽

Hybrid Optimization Algorithm ◽

Flow Prediction

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Short-Term Traffic Flow Prediction Based on Multi-Model by Stacking Ensemble Learning

CICTP 2020 ◽

10.1061/9780784483053.008 ◽

2020 ◽

Author(s):

Yong Chen

Keyword(s):

Traffic Flow ◽

Ensemble Learning ◽

Short Term ◽

Traffic Flow Prediction ◽

Flow Prediction

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Short Term Diverging Traffic Flow Prediction based on ImF-VOMM Method

2018 37th Chinese Control Conference (CCC) ◽

10.23919/chicc.2018.8483216 ◽

2018 ◽

Cited By ~ 1

Author(s):

Xiangxiang Yu ◽

Dewei Li ◽

Yugeng Xi

Keyword(s):

Traffic Flow ◽

Short Term ◽

Traffic Flow Prediction ◽

Flow Prediction

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Short-term Traffic Flow Prediction Based on Multi-Auxiliary Information

2020 the 4th International Conference on Big Data Research (ICBDR'20) ◽

10.1145/3445945.3445951 ◽

2020 ◽

Author(s):

Kai Zhang ◽

Buliao Jia ◽

Yuhan Dong

Keyword(s):

Traffic Flow ◽

Auxiliary Information ◽

Short Term ◽

Traffic Flow Prediction ◽

Flow Prediction

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An Innovative Approach for the Short-term Traffic Flow Prediction

Journal of Systems Science and Systems Engineering ◽

10.1007/s11518-021-5492-6 ◽

2021 ◽

Author(s):

Xing Su ◽

Minghui Fan ◽

Minjie Zhang ◽

Yi Liang ◽

Limin Guo

Keyword(s):

Traffic Flow ◽

Innovative Approach ◽

Short Term ◽

Traffic Flow Prediction ◽

Flow Prediction

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A Short-Term Traffic Flow Prediction Method Based on SVR

2021 2nd International Conference on Urban Engineering and Management Science (ICUEMS) ◽

10.1109/icuems52408.2021.00008 ◽

2021 ◽

Author(s):

Longshun Liu

Keyword(s):

Traffic Flow ◽

Prediction Method ◽

Short Term ◽

Traffic Flow Prediction ◽

Flow Prediction

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A short-term traffic flow prediction method based on spatial–temporal correlation using edge computing

Computers & Electrical Engineering ◽

10.1016/j.compeleceng.2021.107219 ◽

2021 ◽

Vol 93 ◽

pp. 107219

Author(s):

Xiaojie Yu ◽

Lijun Sun ◽

Yang Yan ◽

Guanfeng Liu

Keyword(s):

Traffic Flow ◽

Prediction Method ◽

Temporal Correlation ◽

Edge Computing ◽

Short Term ◽

Traffic Flow Prediction ◽

Flow Prediction

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Deep Learning with Bidirectional Long Short-Term Memory for traffic flow Prediction

Journal of Physics Conference Series ◽

10.1088/1742-6596/1972/1/012098 ◽

2021 ◽

Vol 1972 (1) ◽

pp. 012098

Author(s):

Song Xue ◽

Chunfu Shao ◽

Shengyou Wang ◽

Yan Zhuang

Keyword(s):

Deep Learning ◽

Traffic Flow ◽

Short Term Memory ◽

Short Term ◽

Term Memory ◽

Traffic Flow Prediction ◽

Flow Prediction ◽

Long Short Term Memory

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