Improving Urban Crowd Flow Prediction on Flexible Region Partition

IEEE Transactions on Mobile Computing ◽

10.1109/tmc.2019.2934461 ◽

2020 ◽

Vol 19 (12) ◽

pp. 2804-2817 ◽

Author(s):

Xu Wang ◽

Zimu Zhou ◽

Yi Zhao ◽

Xinglin Zhang ◽

Kai Xing ◽

...

Keyword(s):

Flow Prediction ◽

Region Partition ◽

Flexible Region

Download Full-text

LSTM Based Architecture for Short-Term Metro Passenger Flow Prediction

10.1061/9780784483053.082 ◽

2020 ◽

Author(s):

Yunshi Long ◽

Liang Zou

Keyword(s):

Passenger Flow ◽

Flow Prediction

Download Full-text

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

Download Full-text

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

Download Full-text

A method of city traffic flow prediction based on a grey neural network

Artificial Intelligence and Industrial Application ◽

10.2495/aiia140111 ◽

2015 ◽

Author(s):

X. W. Han ◽

Y. Zhao ◽

B. Y. Xin ◽

D. Wang

Keyword(s):

Neural Network ◽

Traffic Flow ◽

Traffic Flow Prediction ◽

Flow Prediction

Download Full-text

Multi-attention 3D Residual Neural Network for Origin-Destination Crowd Flow Prediction

2020 IEEE International Conference on Data Mining (ICDM) ◽

10.1109/icdm50108.2020.00142 ◽

2020 ◽

Author(s):

Jiaman Ma ◽

Jeffrey Chan ◽

Sutharshan Rajasegarar ◽

Goce Ristanoski ◽

Christopher Leckie

Keyword(s):

Neural Network ◽

Flow Prediction

Download Full-text

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

Download Full-text

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

Download Full-text

SATP-GAN: self-attention based generative adversarial network for traffic flow prediction

Transportmetrica B Transport Dynamics ◽

10.1080/21680566.2021.1916646 ◽

2021 ◽

Vol 9 (1) ◽

pp. 552-568

Author(s):

Liang Zhang ◽

Jianqing Wu ◽

Jun Shen ◽

Ming Chen ◽

Rui Wang ◽

...

Keyword(s):

Traffic Flow ◽

Generative Adversarial Network ◽

Traffic Flow Prediction ◽

Adversarial Network ◽

Flow Prediction

Download Full-text

Multi-task Adversarial Spatial-Temporal Networks for Crowd Flow Prediction

Proceedings of the 29th ACM International Conference on Information & Knowledge Management ◽

10.1145/3340531.3412054 ◽

2020 ◽

Author(s):

Senzhang Wang ◽

Hao Miao ◽

Hao Chen ◽

Zhiqiu Huang

Keyword(s):

Temporal Networks ◽

Flow Prediction

Download Full-text

Neural Network-Based Passenger Flow Prediction: Take a Campus for Example

2020 13th International Symposium on Computational Intelligence and Design (ISCID) ◽

10.1109/iscid51228.2020.00093 ◽

2020 ◽

Author(s):

Lijuan YAO ◽

Shuang ZHANG ◽

Guocai LI

Keyword(s):

Neural Network ◽

Passenger Flow ◽

Flow Prediction

Download Full-text