Drug-Target Interactions Prediction Based on Meta-path of Heterogeneous Information Network

被引：0
作者：
Liao, Yiming [1 ]
Ouyang, Chunping [1 ]
Liu, Yongbin [1 ]
Hu, Fuyu [1 ]
机构：
[1] Computer College, University of South China, Hengyang,421001, China
来源：
Beijing Daxue Xuebao (Ziran Kexue Ban)/Acta Scientiarum Naturalium Universitatis Pekinensis | 2022年 / 58卷 / 01期
关键词：
D O I：
暂无
中图分类号：
学科分类号：
摘要：
Graph neural networks
引用
收藏
页码：37 / 44
相关论文
共 50 条
[1]   A heterogeneous network-based method with attentive meta-path extraction for predicting drug-target interactions [J].
Wang, Hongzhun ;
Huang, Feng ;
Xiong, Zhankun ;
Zhang, Wen .
BRIEFINGS IN BIOINFORMATICS, 2022, 23 (04)
[2]   Drug Knowledge Discovery Based on Meta-Path Features of Heterogeneous Knowledge Network: Case Study of Drug-Target Relationship Prediction [J].
Zhu, Xiang ;
Zhang, Yunqiu ;
Sun, Shaodan ;
Zhang, Liman .
Data Analysis and Knowledge Discovery, 2024, 8 (12) :125-135
[3]   DDI Prediction With Heterogeneous Information Network - Meta-Path Based Approach [J].
Tanvir, Farhan ;
Saifuddin, Khaled Mohammed ;
Islam, Muhammad Ifte Khairul ;
Akbas, Esra .
IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2024, 21 (05) :1168-1179
[4]   Meta-path based heterogeneous combat network link prediction [J].
Li, Jichao ;
Ge, Bingfeng ;
Yang, Kewei ;
Chen, Yingwu ;
Tan, Yuejin .
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2017, 482 :507-523
[5]   Predicting Drug-Target Interactions Over Heterogeneous Information Network [J].
Su, Xiaorui ;
Hu, Pengwei ;
Yi, Haicheng ;
You, Zhuhong ;
Hu, Lun .
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2023, 27 (01) :562-572
[6]   ABLE: Meta-Path Prediction in Heterogeneous Information Networks [J].
Huang, Chenji ;
Fang, Yixiang ;
Lin, Xuemin ;
Cao, Xin ;
Zhang, Wenjie .
ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA, 2022, 16 (04)
[7]   Meta-path Embedding based Recommendation over Heterogeneous Information Network [J].
Zhao, Chenfei ;
Mu, Kedian .
2020 IEEE 32ND INTERNATIONAL CONFERENCE ON TOOLS WITH ARTIFICIAL INTELLIGENCE (ICTAI), 2020, :211-215
[8]   Dynamic Heterogeneous Information Network Embedding With Meta-Path Based Proximity [J].
Wang, Xiao ;
Lu, Yuanfu ;
Shi, Chuan ;
Wang, Ruijia ;
Cui, Peng ;
Mou, Shuai .
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2022, 34 (03) :1117-1132
[9]   Drug-Disease Association Prediction Based on Meta-Path Heterogeneous Network with Global Graph Attention [J].
Yu, Yong ;
Yang, Yujie ;
Li, Xiaohan ;
Gao, Yue ;
Yu, Qian .
Dianzi Keji Daxue Xuebao/Journal of the University of Electronic Science and Technology of China, 2024, 53 (04) :576-583
[10]   Network-Based Methods for Prediction of Drug-Target Interactions [J].
Wu, Zengrui ;
Li, Weihua ;
Liu, Guixia ;
Tang, Yun .
FRONTIERS IN PHARMACOLOGY, 2018, 9
12345