Short term traffic flow prediction based on on-line sequential extreme learning machine

2016 Eighth International Conference on Advanced Computational Intelligence (ICACI) ◽

10.1109/icaci.2016.7449818 ◽

2016 ◽

Author(s):

Zhiyuan Ma ◽

Guangchun Luo ◽

Dijiang Huang

Keyword(s):

Traffic Flow ◽

Extreme Learning Machine ◽

Traffic Flow Prediction ◽

Flow Prediction ◽

On Line ◽

Learning Machine

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Short-Term Traffic Flow Prediction Based on Ensemble Real-Time Sequential Extreme Learning Machine Under Non-Stationary Condition

2016 IEEE 83rd Vehicular Technology Conference (VTC Spring) ◽

10.1109/vtcspring.2016.7504474 ◽

2016 ◽

Author(s):

Dong Wang ◽

Jie Xiong ◽

Zhu Xiao ◽

Xiaohong Li

Keyword(s):

Real Time ◽

Traffic Flow ◽

Extreme Learning Machine ◽

Stationary Condition ◽

Traffic Flow Prediction ◽

Flow Prediction ◽

Learning Machine

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Short-term traffic flow prediction based on wavelet function and extreme learning machine

2017 8th IEEE International Conference on Software Engineering and Service Science (ICSESS) ◽

10.1109/icsess.2017.8342971 ◽

2017 ◽

Author(s):

Wei Feng ◽

Hong Chen ◽

Zhaojin Zhang

Keyword(s):

Traffic Flow ◽

Extreme Learning Machine ◽

Wavelet Function ◽

Traffic Flow Prediction ◽

Flow Prediction ◽

Learning Machine

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A Hybrid Short-Term Traffic Flow Prediction Model Based on Singular Spectrum Analysis and Kernel Extreme Learning Machine

PLoS ONE ◽

10.1371/journal.pone.0161259 ◽

2016 ◽

Vol 11 (8) ◽

pp. e0161259 ◽

Author(s):

Qiang Shang ◽

Ciyun Lin ◽

Zhaosheng Yang ◽

Qichun Bing ◽

Xiyang Zhou

Keyword(s):

Prediction Model ◽

Traffic Flow ◽

Extreme Learning Machine ◽

Spectrum Analysis ◽

Singular Spectrum Analysis ◽

Traffic Flow Prediction ◽

Flow Prediction ◽

Kernel Extreme Learning Machine ◽

Learning Machine

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A Short-Term Traffic Flow Prediction Method Based on Kernel Extreme Learning Machine

2018 IEEE International Conference on Big Data and Smart Computing (BigComp) ◽

10.1109/bigcomp.2018.00089 ◽

2018 ◽

Author(s):

Yi-ming Xing ◽

Xiao-juan Ban ◽

Ruoyi Liu

Keyword(s):

Traffic Flow ◽

Extreme Learning Machine ◽

Prediction Method ◽

Traffic Flow Prediction ◽

Flow Prediction ◽

Kernel Extreme Learning Machine ◽

Learning Machine

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Integrating heterogeneous data sources for traffic flow prediction through extreme learning machine

2017 IEEE International Conference on Big Data (Big Data) ◽

10.1109/bigdata.2017.8258443 ◽

2017 ◽

Author(s):

Qingqing Zhang ◽

Darren Jian ◽

Rui Xu ◽

Wei Dai ◽

Ying Liu

Keyword(s):

Traffic Flow ◽

Extreme Learning Machine ◽

Heterogeneous Data ◽

Data Sources ◽

Traffic Flow Prediction ◽

Heterogeneous Data Sources ◽

Flow Prediction ◽

Learning Machine

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A Novel Traffic Flow prediction model based on the Improved Extreme Learning Machine

Journal of Physics Conference Series ◽

10.1088/1742-6596/1213/4/042018 ◽

2019 ◽

Vol 1213 ◽

pp. 042018

Author(s):

Licheng Cui ◽

Yingfei Zhan ◽

Genning Zhang ◽

Huawei Zhai

Keyword(s):

Prediction Model ◽

Traffic Flow ◽

Extreme Learning Machine ◽

Traffic Flow Prediction ◽

Model Based ◽

Flow Prediction ◽

Learning Machine

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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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