GraphEGFR: Multi-task and transfer learning based on molecular graph attention mechanism and fingerprints improving inhibitor bioactivity prediction for EGFR family proteins on data scarcity.
Bundit BoonyaritNattawin YamprasertPawit KaewnuratchadasornJiramet KinchagawatChanatkran PromminThanyada RungrotmongkolSarana NutanongPublished in: J. Comput. Chem. (2024)
Keyphrases
- transfer learning
- multi task
- learning tasks
- data sets
- multi task learning
- labeled data
- machine learning
- knowledge transfer
- active learning
- multiple tasks
- training data
- unlabeled data
- text categorization
- data points
- data analysis
- protein sequences
- learning models
- reinforcement learning
- cross domain
- target domain
- decision trees
- learning algorithm