Prediction of Drug–Gene Interaction by Using Metapath2vec

• Published in: Frontiers in genetics Vol. 9; p. 248
• Main Authors: Zhu, Siyi, Bing, Jiaxin, Min, Xiaoping, Lin, Chen, Zeng, Xiangxiang
• Format: Journal Article
• Language: English
• Published: Switzerland Frontiers Media S.A 31.07.2018
• Subjects: ADR; drug–gene; Genetics; heterogeneous network; link prediction; network embedding; representation learning; drug–gene; heterogeneous network; representation learning; network embedding; link prediction; ADR

Heterogeneous information networks (HINs) currently play an important role in daily life. HINs are applied in many fields, such as science research, e-commerce, recommendation systems, and bioinformatics. Particularly, HINs have been used in biomedical research. Algorithms have been proposed to calc...