KGNN: Knowledge Graph Neural Network for Drug-Drug Interaction Prediction.
Xuan LinZhe QuanZhi-Jie WangTengfei MaXiangxiang ZengPublished in: IJCAI (2020)
Keyphrases
- neural network
- drug design
- prediction model
- knowledge based systems
- chemical compounds
- domain knowledge
- prediction accuracy
- knowledge base
- drug discovery
- pharmaceutical industry
- knowledge acquisition
- directed graph
- human computer interaction
- artificial neural networks
- expert systems
- graph representation
- graph matching
- graph structure
- connected components
- pattern recognition
- prediction algorithm
- protein structure prediction
- protein interaction
- neural network is trained
- physico chemical
- radial basis function
- clinical trials
- graph theory
- multilayer perceptron
- neural network model
- knowledge sharing
- domain experts
- user interaction
- knowledge representation
- prior knowledge
- genetic algorithm