Searchtraffic flow predictionreturned 12 results

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1

Traffic flow prediction model based on combining periodic graph convolution network and multi-head attention GRU

基于周期图卷积与多头注意力GRU组合的交通流量预测模型

Zhong Linlan

Zhang Anqin

Tian Xiuxia

traffic flow prediction

graph convolutional network(GCN)

multi-head attention mechanism

gated recurrent unit(GRU)

gated fusion mechanism

spatial-temporal fusion

No. 4, 2024 : 1041-1046 doi:10.19734/j.issn.1001-3695.2023.08.0362

2

Traffic flow prediction model based on multi-channel spatial-temporal encoder

基于多通道时空编码器的交通流量预测模型

Zhang Anqin

Qin Tian

traffic flow prediction

encoder

spatial position coding

attention mechanism

graph generator

No. 1, 2024 : 83-87,93 doi:10.19734/j.issn.1001-3695.2023.06.0209

3

Multi-head attention spatio-temporal convolutional graph network for traffic flow prediction

面向交通流量预测的多头注意力时空卷积图网络模型

Xia Ying

Shi Zhiqi

traffic forecasting

dynamic spatio-temporal correlation

multi-headed attention mechanism

graph convolution

No. 3, 2023 : 766-770 doi:10.19734/j.issn.1001-3695.2022.07.0362

4

Traffic flow prediction method based on multi-channel Transformer

基于多通道Transformer的交通量预测方法

Zhou Chuhao

Lin Peiqun

traffic flow prediction

multi-channel

Transformer

attention mechanism

highway

No. 2, 2023 : 435-439 doi:10.19734/j.issn.1001-3695.2022.06.0306

5

Traffic flow prediction model based on graph convolutional network for traffic intersections

基于图卷积网络的交通路口流量预测模型

He Qinwei

Li Xuejun

Liao Jing

traffic flow prediction

taxi trajectory data

urban road network

spatio-temporal model

No. 2, 2023 : 440-444 doi:10.19734/j.issn.1001-3695.2022.06.0307

6

Short-term traffic flow prediction studies integrated with external properties

融合外部属性的短时交通流预测研究

Wang Qingrong

Wu Yuyu

Zhu Changfeng

Wang Yuan

traffic flow prediction

graph wavelet transformation

adaptive matrix

external factors

gating cycle mechanism

attention mechanism

No. 10, 2022 : 2974-2978 doi:10.19734/j.issn.1001-3695.2022.04.0119

7

Traffic flow prediction based on gated recurrent graph convolutional network

基于门控循环图卷积网络的交通流预测

Wang Ming

Peng Jian

Huang Feihu

traffic flow prediction

graph convolutional network

gated recurrent unit

encoder-decoder architecture

No. 8, 2022 : 2301-2305 doi:10.19734/j.issn.1001-3695.2022.01.0026

8

Traffic flow prediction based on adaptive gated graph neural network

基于自适应门控图神经网络的交通流预测

Wang Yang

Zheng Jin

Liu Ying

Li Ping

traffic flow prediction

spatial-temporal graph

adaptive gated graph neural network

time series correlation

No. 8, 2022 : 2306-2310 doi:10.19734/j.issn.1001-3695.2022.01.0017

9

Traffic flow prediction model based on attention mechanism of temporal graph

基于时间图注意力的交通流量预测模型

Yao Xiaomin

Zhang Xinlan

Zhang Zhenguo

traffic prediction

temporal dependence

spatial dependence

temporal convolutional network

attention mechanism

No. 3, 2022 : 770-773,779 doi:10.19734/j.issn.1001-3695.2021.08.0344

10

Traffic flow prediction based on multi-spatial-temporal graph convolutional network

基于多时空图卷积网络的交通流预测

Dai Junming

Cao Yang

Shen Qinqin

Shi Quan

traffic flow prediction

spatio-temporal correlation

encoder-decoder

Chebyshev polynomial

graph convolutional network(GCN)

No. 3, 2022 : 780-784 doi:10.19734/j.issn.1001-3695.2021.08.0361

11

Predicting citywide traffic flow using attention-based spatial-temporal neural network

基于注意力的时空神经网络城市区域交通流量预测

Liao Huiruo

Yang Yan

traffic flow prediction

deep learning

ConvLSTM

attention model

No. 10, 2021 : 2935-2940 doi:10.19734/j.issn.1001-3695.2021.02.0054

12

Incremental real-time traffic flow prediction algorithm based on domestic processor and its implementation

基于国产处理器增量式实时交通流预测算法及实现

Ji Yimu

Yang Qifan

Li Kui

You Shuai

Shao Sisi

Liu Qiang

Liu Shangdong

domestic processor

incremental urban traffic flow data

Spark cluster

L-BFGS algorithm

traffic flow prediction

No. 5, 2021 : 1468-1471 doi:10.19734/j.issn.1001-3695.2020.05.0199