Heterogeneous Graph Mining

Heterogeneous Graph Mining is a subfield of graph mining that focuses on extracting meaningful patterns and knowledge from graphs comprising multiple types of nodes and edges, distinguished by its emphasis on leveraging type-level heterogeneity to enhance representation learning, inference, and predictive modeling.

116

Publications

5.9K

Citations

509

Authors

179

Institutions

Publications per year

2017–2026

Parents

Graph Mining

Publications

116

An Overview of Microsoft Academic Service (MAS) and Applications

Arnab Sinha, Z. Shen, Yang Song et al. · 2015 · 929 citations

Computing, Computer Science, Information Systems +13

Heterogeneous Graph Attention Networks for Semi-supervised Short Text Classification

Linmei Hu, Tianchi Yang, Chuan Shi et al. · 2019 · 339 citations · Full text

Computing, Computer Science, Computational Linguistics +16

HGIMDA: Heterogeneous graph inference for miRNA-disease association prediction

Xing Chen, Chenggang Yan, Xu Zhang et al. · Oncotarget · 2016 · 237 citations · Full text

Life Sciences, Bioinformatics, Oncology +15

DDR: efficient computational method to predict drug–target interactions using graph mining and machine learning approaches

Rawan S. Olayan, Haitham Ashoor, Vladimir B. Bajić · Bioinformatics · 2017 · 232 citations · Full text

Computing, Bioinformatics, Pharmacology +17

DTI-CDF: a cascade deep forest model towards the prediction of drug-target interactions based on hybrid features

Yanyi Chu, Aman Chandra Kaushik, Xiangeng Wang et al. · Briefings in Bioinformatics · 2019 · 212 citations

Pharmacy, Bioinformatics, Pharmacology +15

1–5 of 116

Authors

509

XL
Xiaozhong Liu
Indiana University Bloomington, United States
6 publications · 141 citations
6
h-index
CS
Chuan Shi
Beijing University of Posts and Telecommunications, China
5 publications · 445 citations
5
h-index
YS
Yizhou Sun
University of California, Los Angeles, United States
4 publications · 155 citations
4
h-index
LG
Liangcai Gao
Peking University, China
4 publications · 107 citations
4
h-index
CG
Chun Guo
Guizhou University, China
3 publications · 91 citations
3
h-index

1–5 of 509

Institutions

179

1–8 of 179

Venues

Knowledge-Based Systems
6 publications · 301 citations
6
h-index
Briefings in Bioinformatics
4 publications · 332 citations
4
h-index
IEEE Transactions on Computational Social Systems
4 publications · 101 citations
4
h-index
Proceedings of the AAAI Conference on Artificial Intelligence
Conference · 3 publications · 121 citations
3
h-index
BMC Bioinformatics
2 publications · 42 citations
2
h-index

1–5