Search Result

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

Dual semantic correlation graph convolutional networks for cross-modal retrieval

基于二重语义相关性图卷积网络的跨模态检索方法

Liu Jianan

Fan Jingjing

Zhao Jianguang

Zhu Jie

semantic correlation

adaptive correlation matrix

graph convolutional network(GCN)

cross-modal retrieval

No. 4, 2024 : 1239-1246 doi:10.19734/j.issn.1001-3695.2023.08.0370

3

Inter-regional taxi demand forecasting based on time series correlation dynamic graph and ordinary differential equation

融合时序关联动态图与常微分方程的区域间出租车需求预测

Wang Haicheng

Ma Jiying

Zhang Yuanyuan

Yang Shaozu

demand forecasting

graph convolutional network(GCN)

ordinary differential equation(ODE)

distillation scheme

No. 3, 2024 : 794-798,860 doi:10.19734/j.issn.1001-3695.2023.06.0317

4

Aspect-based sentiment analysis based on local feature focusing

基于局部特征聚焦的方面级情感分析

Yu Bengong

Zhang Shuwen

Gao Chunyang

aspect-based sentiment analysis

local context weighting

graph convolutional network(GCN)

syntactic dependency

local features focusing

No. 3, 2023 : 682-688 doi:10.19734/j.issn.1001-3695.2022.07.0364

5

Multivariate time series forecasting with spatio-temporal graph convolutional network

基于时空图卷积网络的多变量时间序列预测方法

Li Huai'ao

Zhou Xiaofeng

Fang Lingshen

Li Shuai

Liu Shurui

multivariate time series forecasting

spatio-temporal graph convolutional network(GCN)

graph neural network

temporal convolutional network(TCN)

No. 12, 2022 : 3568-3573 doi:10.19734/j.issn.1001-3695.2022.05.0235

6

Temporal knowledge graph prediction based on entities activity and copy generation

基于实体活跃度及复制生成的时序知识图谱推理

Liu Enhai

Chu Hang

Wang Liqin

Dong Yongfeng

knowledge graph

prediction

temporal

graph convolutional network(GCN)

gated recurrent unit(GRU)

No. 6, 2022 : 1737-1741 doi:10.19734/j.issn.1001-3695.2021.11.0611

7

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

8

Layer-wise graph convolutional network based on self-supervised learning strategy

基于自我监督学习策略的层智能图卷积网络

Sun Feng

Yang Guanci

Ajith Kumar V

Zhang Ansi

graph convolutional network(GCN)

self-supervised learning strategy

rely on large dataset

layer-wise

multi-task mechanism

link prediction

No. 1, 2022 : 128-133 doi:10.19734/j.issn.1001-3695.2021.06.0250

9

Fabric classification based on graph convolutional network

基于图卷积神经网络的织物分类研究

Peng Tao

Peng Di

Liu Junping

Hu Xinrong

Zhang Zili

Chen Changnian

Jiang Minghua

fabric

fabric force model

visual words

multi-frame sequence

graph convolutional network(GCN)

No. 5, 2021 : 1581-1585,1594 doi:10.19734/j.issn.1001-3695.2020.05.0152

Search graph convolutional network(GCN)

Searchgraph convolutional network(GCN)returned 9 results

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

Dual semantic correlation graph convolutional networks for cross-modal retrieval

Inter-regional taxi demand forecasting based on time series correlation dynamic graph and ordinary differential equation

Aspect-based sentiment analysis based on local feature focusing

Multivariate time series forecasting with spatio-temporal graph convolutional network

Temporal knowledge graph prediction based on entities activity and copy generation

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

Layer-wise graph convolutional network based on self-supervised learning strategy

Fabric classification based on graph convolutional network