EGRET: edge aggregated graph attention networks and transfer learning improve protein-protein interaction site prediction.
Sazan MahbubMd. Shamsuzzoha BayzidPublished in: Briefings Bioinform. (2022)
Keyphrases
- transfer learning
- protein protein interactions
- protein interaction
- transfer knowledge
- protein function prediction
- protein interaction networks
- predicting protein
- functional modules
- weighted graph
- ppi networks
- network analysis
- edge weights
- biological networks
- reinforcement learning
- structure learning
- machine learning
- cross domain
- labeled data
- social networks
- computational methods
- protein complexes
- biological data
- graph theory
- collaborative filtering
- active learning
- high precision
- text classification
- random walk
- high throughput
- small world
- text mining
- data sources
- social network analysis
- information retrieval