Searchnetwork representation learningreturned 10 results

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1

Graph attention network representation learning with node similarity

基于节点相似性的图注意力网络表示学习模型

Liu Yuan

Zhao Zijuan

Yang Kai

graph attention network

network representation learning

node classification

node similarity

attention mechanism

No. 3, 2023 : 822-827 doi:10.19734/j.issn.1001-3695.2022.07.0403

2

Heterogeneous hypernetwork representation learning with transformation strategy

基于转化策略的异质超网络表示学习

Liu Zhenguo

Zhu Yu

Liu Lianzhao

Xu Zhou

network representation

hypernetwork structure

transformation strategy

link prediction

hypernetwork reconstruction

No. 11, 2022 : 3333-3339 doi:10.19734/j.issn.1001-3695.2022.04.0194

3

Rating prediction algorithm based on self-attention mechanism and fusion of local & global features

基于自注意力机制的局部与全局特征融合的评分预测算法

Yi Lei

Ji Shujuan

heterogeneous information network

network representation learning

self-attention mechanism

rating prediction

No. 5, 2022 : 1337-1342 doi:10.19734/j.issn.1001-3695.2021.10.0446

4

Recommendation method based on dynamic bipartite network representation learning

基于动态二分网络表示学习的推荐方法

Zhang Yangyang

Chen Kejia

Zhang Jie

recommendation system

dynamic network

bipartite network

graph convolution

No. 4, 2022 : 1024-1029 doi:10.19734/j.issn.1001-3695.2021.09.0409

5

Adaptive graph auto-encoder based on restarted random walk

基于重启随机游走的图自编码器

Li Lin

Liang Yongquan

Liu Guangming

graph embedding

network representation learning

graph auto-encoder

graph convolutional network

restarted random walk

adaptive learning strategy

No. 10, 2021 : 3009-3013 doi:10.19734/j.issn.1001-3695.2021.03.0083

6

Social network sign prediction based on multi-head attention mechanism

基于多头注意力机制的社交网络符号预测

Yan Shixiong

Zhu Yan

Li Chunping

signed network

network representation learning

multi-head attention mechanism

neighbor sampling

No. 5, 2021 : 1360-1364 doi:10.19734/j.issn.1001-3695.2020.07.0180

7

miRNA-disease association prediction based on network representation learning method

一种基于网络表示学习的miRNA-疾病关联预测方法

Geng Xia

Han Kaijian

miRNA

node2vec algorithm

skip-gram model

No. 5, 2021 : 1365-1370 doi:10.19734/j.issn.1001-3695.2020.07.0176

8

Network representation learning algorithm incorporated with edge signed semantic information

融合连边符号语义信息的网络表示学习算法

Wang Kai

Zhao Xuelei

Li Yingle

Liu Zhengming

Li Xing

network representation learning

information fusion

edge signed semantic information

context link

No. 7, 2020 : 1946-1951 doi:10.19734/j.issn.1001-3695.2019.01.0012

9

Clustering-preserving representation learning on attributed network

保持聚类结构的属性网络表示学习

Zhang Jing

Chai Bianfang

Zhang Pu

Li Wenbin

network representation learning

attributed network

feedforward neural network

No. 6, 2020 : 1647-1651 doi:10.19734/j.issn.1001-3695.2018.12.0879

10

User identity linkage across social network based on user relations

基于用户关系的跨社交网络用户身份关联方法

Liu Qifei

Du Yanhui

Lu Tianliang

user relations

across social networks

user identity linkage

network representation learning

multi-layer perception

No. 2, 2020 : 381-384,406 doi:10.19734/j.issn.1001-3695.2018.07.0517