Improving Protein Function Annotation via Unsupervised Pre-training: Robustness, Efficiency, and Insights.
David DohanAndreea GaneMaxwell L. BileschiDavid BelangerLucy J. ColwellPublished in: KDD (2021)
Keyphrases
- protein function
- protein functional
- supervised learning
- active learning
- semi supervised
- protein sequences
- training set
- data sets
- protein structure
- amino acids
- data mining
- metadata
- unsupervised learning
- neural network
- machine learning
- similarity measure
- statistical analysis
- network topology
- protein function prediction