Drug-Target Interaction Prediction with Graph Attention networks.
Haiyang WangGuangyu ZhouSiqi LiuJyun-Yu JiangWei WangPublished in: CoRR (2021)
Keyphrases
- protein interaction
- random walk
- edge weights
- social networks
- prediction accuracy
- structured data
- fully connected
- directed graph
- human computer interaction
- graph layout
- prediction model
- protein interaction networks
- average degree
- overlapping communities
- neural network ensemble
- prediction error
- directed acyclic graph
- user interaction
- graph theoretic
- dynamic networks
- graph representation
- highly connected
- social graphs
- graph model
- power law
- network analysis
- small world
- neural network
- prediction algorithm
- weighted graph
- functional modules
- protein function prediction
- directed edges
- polynomial neural networks
- citation networks
- graph structures
- graph data
- heterogeneous networks
- protein protein interactions
- graph theory
- link prediction
- graph matching
- connected components
- network structure