Big-data-generated traffic flow prediction using deep learning and dempster-shafer theory

2016 International Joint Conference on Neural Networks (IJCNN) ◽

10.1109/ijcnn.2016.7727607 ◽

2016 ◽

Author(s):

Ridha Soua ◽

Arief Koesdwiady ◽

Fakhri Karray

Keyword(s):

Big Data ◽

Deep Learning ◽

Traffic Flow ◽

Traffic Flow Prediction ◽

Dempster Shafer Theory ◽

Flow Prediction ◽

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Poster abstract: Traffic flow prediction with big data: A deep learning based time series model

2017 IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS) ◽

10.1109/infcomw.2017.8116535 ◽

2017 ◽

Author(s):

Yuanfang Chen ◽

Lei Shu ◽

Lei Wang

Keyword(s):

Time Series ◽

Big Data ◽

Deep Learning ◽

Traffic Flow ◽

Time Series Model ◽

Poster Abstract ◽

Traffic Flow Prediction ◽

Flow Prediction

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Traffic Flow Prediction With Big Data: A Deep Learning Approach

IEEE Transactions on Intelligent Transportation Systems ◽

10.1109/tits.2014.2345663 ◽

2014 ◽

pp. 1-9 ◽

Author(s):

Yisheng Lv ◽

Yanjie Duan ◽

Wenwen Kang ◽

Zhengxi Li ◽

Fei-Yue Wang

Keyword(s):

Big Data ◽

Deep Learning ◽

Traffic Flow ◽

Learning Approach ◽

Traffic Flow Prediction ◽

Flow Prediction

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A review of deep learning models for traffic flow prediction in Autonomous Vehicles

2020 2nd International Conference on Advances in Computing, Communication Control and Networking (ICACCCN) ◽

10.1109/icacccn51052.2020.9362972 ◽

2020 ◽

Author(s):

Avinash Kumar ◽

Priya Saha

Keyword(s):

Deep Learning ◽

Traffic Flow ◽

Autonomous Vehicles ◽

Learning Models ◽

Traffic Flow Prediction ◽

Flow Prediction

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Interpretable Spatiotemporal Deep Learning Model for Traffic Flow Prediction Based on Potential Energy Fields

2020 IEEE International Conference on Data Mining (ICDM) ◽

10.1109/icdm50108.2020.00128 ◽

2020 ◽

Author(s):

Jiahao Ji ◽

Jingyuan Wang ◽

Zhe Jiang ◽

Jingtian Ma ◽

Hu Zhang

Keyword(s):

Deep Learning ◽

Potential Energy ◽

Traffic Flow ◽

Learning Model ◽

Traffic Flow Prediction ◽

Flow Prediction ◽

Deep Learning Model

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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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Deep Learning Based Traffic Flow Prediction for Autonomous Vehicular Mobile Networks

10.1109/vtc2021-fall52928.2021.9625196 ◽

2021 ◽

Author(s):

Syed Ammad Ali Shah ◽

Kandasamy Illanko ◽

Xavier Fernando

Keyword(s):

Deep Learning ◽

Traffic Flow ◽

Mobile Networks ◽

Traffic Flow Prediction ◽

Flow Prediction

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MTGCN: A Multitask Deep Learning Model for Traffic Flow Prediction

Database Systems for Advanced Applications - Lecture Notes in Computer Science ◽

10.1007/978-3-030-59410-7_30 ◽

2020 ◽

pp. 435-451

Author(s):

Fucheng Wang ◽

Jiajie Xu ◽

Chengfei Liu ◽

Rui Zhou ◽

Pengpeng Zhao

Keyword(s):

Deep Learning ◽

Traffic Flow ◽

Learning Model ◽

Traffic Flow Prediction ◽

Flow Prediction ◽

Deep Learning Model

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Traffic Flow Prediction Model Using an Integrated Framework of Improved Intelligent Optimization Algorithms and Deep Learning Models

10.1007/978-981-16-6328-4_63 ◽

2021 ◽

pp. 613-624

Author(s):

Ao Cao ◽

Fuyong Wang ◽

Jin Tao ◽

Zhongxin Liu ◽

Zengqiang Chen

Keyword(s):

Deep Learning ◽

Prediction Model ◽

Traffic Flow ◽

Optimization Algorithms ◽

Learning Models ◽

Intelligent Optimization ◽

Integrated Framework ◽

Traffic Flow Prediction ◽

Flow Prediction ◽

Intelligent Optimization Algorithms

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Short-Term Traffic Flow Prediction Based on the Differential Data Graph and Deep Learning

2019 IEEE International Conference on Signal, Information and Data Processing (ICSIDP) ◽

10.1109/icsidp47821.2019.9173103 ◽

2019 ◽

Author(s):

Haijing Zhang ◽

Bobin Yao

Keyword(s):

Deep Learning ◽

Traffic Flow ◽

Traffic Flow Prediction ◽

Flow Prediction ◽

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Short-term traffic flow prediction of road network based on deep learning

IET Intelligent Transport Systems ◽

10.1049/iet-its.2019.0133 ◽

2020 ◽

Vol 14 (6) ◽

pp. 495-503 ◽

Author(s):

Lei Han ◽

Yi-Shao Huang

Keyword(s):

Deep Learning ◽

Traffic Flow ◽

Road Network ◽

Traffic Flow Prediction ◽

Flow Prediction

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