MPGNN-DSA: A Meta-path-based Graph Neural Network for drug-side effect association prediction.
Wenjie YaoWeizhong ZhaoXingpeng JiangXianjun ShenTingting HePublished in: BIBM (2022)
Keyphrases
- neural network
- prediction model
- graph transformation
- prediction accuracy
- back propagation
- multi layer perceptron
- graph representation
- graph structure
- graph theory
- directed graph
- elman network
- chaotic time series
- chemical compounds
- graph model
- random walk
- artificial neural networks
- prediction error
- activation function
- feed forward
- pattern recognition
- bipartite graph
- directed acyclic graph
- bp neural network
- recurrent neural networks
- drug design
- protein function prediction
- fuzzy logic