A novel adaptive ensemble model framework for short-term traffic flow prediction based on model selection and multi-objective optimization

Mapping Intimacies ◽

10.1117/12.2620238 ◽

2021 ◽

Author(s):

Ye Li ◽

Hui Liu ◽

Yanfei Li ◽

Zijie Cao ◽

Zhu Duan

Keyword(s):

Model Selection ◽

Traffic Flow ◽

Ensemble Model ◽

Multi Objective Optimization ◽

Model Framework ◽

Multi Objective ◽

Traffic Flow Prediction ◽

Flow Prediction

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

10.1061/9780784483053.008 ◽

2020 ◽

Author(s):

Yong Chen

Keyword(s):

Traffic Flow ◽

Ensemble Learning ◽

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 ◽

Author(s):

Xiangxiang Yu ◽

Dewei Li ◽

Yugeng Xi

Keyword(s):

Traffic Flow ◽

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 ◽

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 ◽

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 ◽

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 ◽

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 ◽

Term Memory ◽

Traffic Flow Prediction ◽

Flow Prediction ◽

Long Short Term Memory

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A Machine Learning Approach to Short-Term Traffic Flow Prediction: A Case Study of Interstate 64 in Missouri

2018 IEEE International Smart Cities Conference (ISC2) ◽

10.1109/isc2.2018.8656924 ◽

2018 ◽

Author(s):

Osama Mohammed ◽

Jalil Kianfar

Keyword(s):

Machine Learning ◽

Traffic Flow ◽

Learning Approach ◽

Traffic Flow Prediction ◽

Flow Prediction ◽

Machine Learning Approach

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Short-term traffic flow prediction based on rough set and support vector machine

2011 Eighth International Conference on Fuzzy Systems and Knowledge Discovery (FSKD) ◽

10.1109/fskd.2011.6019790 ◽

2011 ◽

Author(s):

Ganglong Duan ◽

Peng Liu ◽

Peng Chen ◽

Qiao Jiang ◽

Ni Li

Keyword(s):

Support Vector Machine ◽

Traffic Flow ◽

Rough Set ◽

Support Vector ◽

Traffic Flow Prediction ◽

Flow Prediction

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Short-Term Traffic Flow Prediction with ACD and Particle Filter

10.1061/41064(358)254 ◽

2009 ◽

Author(s):

G. Y. Zhang ◽

Q. Zhao ◽

Z. W. Luo ◽

H. Wei

Keyword(s):

Particle Filter ◽

Traffic Flow ◽

Traffic Flow Prediction ◽

Flow Prediction

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