Incorporating a transfer learning technique with amino acid embeddings to efficiently predict N-linked glycosylation sites in ion channels.
Trinh-Trung-Duong NguyenNguyen-Quoc-Khanh LeThe-Anh TranDinh-Minh PhamYu-Yen OuPublished in: Comput. Biol. Medicine (2021)
Keyphrases
- transfer learning
- amino acids
- experimentally determined
- learning tasks
- protein sequences
- knowledge transfer
- machine learning
- reinforcement learning
- labeled data
- active learning
- protein folding
- protein structure
- multi task
- transfer knowledge
- semi supervised learning
- cross domain
- structure learning
- collaborative filtering
- target domain
- secondary structure
- sequence alignment
- physico chemical
- learning algorithm
- manifold alignment
- protein families
- protein function
- text classification
- domain adaptation
- transferring knowledge
- text categorization
- low dimensional
- neural network
- unlabeled data