Graph Data Mining - Big Data Management
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Published By Springer Singapore

9789811626081, 9789811626098
Latest Documents Most Cited Documents Contributed Authors Related Sources Related Keywords

Broad Learning Based on Subgraph Networks for Graph Classification

2021 ◽  
pp. 49-71
Author(s):  
Jinhuan Wang ◽  
Pengtao Chen ◽  
Yunyi Xie ◽  
Yalu Shan ◽  
Qi Xuan ◽  
...  
Keyword(s):  
Graph Classification

Subgraph Augmentation with Application to Graph Mining

2021 ◽  
pp. 73-91
Author(s):  
Jiajun Zhou ◽  
Jie Shen ◽  
Yalu Shan ◽  
Qi Xuan ◽  
Guanrong Chen
Keyword(s):  
Graph Mining

Understanding Ethereum Transactions via Network Approach

2021 ◽  
pp. 155-176
Author(s):  
Yunyi Xie ◽  
Jiajun Zhou ◽  
Jinhuan Wang ◽  
Jian Zhang ◽  
Yunxuan Sheng ◽  
...  
Keyword(s):  
Network Approach

Information Source Estimation with Multi-Channel Graph Neural Network

2021 ◽  
pp. 1-27
Author(s):  
Xincheng Shu ◽  
Bin Yu ◽  
Zhongyuan Ruan ◽  
Qingpeng Zhang ◽  
Qi Xuan
Keyword(s):  
Neural Network ◽  
Information Source ◽  
Source Estimation

Adversarial Defenses on Graphs: Towards Increasing the Robustness of Algorithms

2021 ◽  
pp. 121-154
Author(s):  
Huiling Xu ◽  
Ran Gan ◽  
Tao Zhou ◽  
Jinhuan Wang ◽  
Jinyin Chen ◽  
...  

Time Series Classification Based on Complex Network

2021 ◽  
pp. 205-222
Author(s):  
Kunfeng Qiu ◽  
Jinchao Zhou ◽  
Hui Cui ◽  
Zhuangzhi Chen ◽  
Shilian Zheng ◽  
...  
Keyword(s):  
Time Series ◽  
Complex Network ◽  
Time Series Classification

Link Prediction Based on Hyper-Substructure Network

2021 ◽  
pp. 29-48
Author(s):  
Jian Zhang ◽  
Jinyin Chen ◽  
Qi Xuan
Keyword(s):  
Link Prediction

Find Your Meal Pal: A Case Study on Yelp Network

2021 ◽  
pp. 177-188
Author(s):  
Jian Zhang ◽  
Jie Xia ◽  
Laijian Li ◽  
Binda Shen ◽  
Jinhuan Wang ◽  
...  

Adversarial Attacks on Graphs: How to Hide Your Structural Information

2021 ◽  
pp. 93-120
Author(s):  
Yalu Shan ◽  
Junhao Zhu ◽  
Yunyi Xie ◽  
Jinhuan Wang ◽  
Jiajun Zhou ◽  
...  
Keyword(s):  
Structural Information
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