Function prediction for in silico protein mutagenesis using transduction and active learning.
Nada BasitHarry WechslerPublished in: BIBM Workshops (2011)
Keyphrases
- active learning
- subcellular localization
- protein secondary structure
- prediction accuracy
- protein function prediction
- contact map
- protein tertiary structure
- computational methods
- protein sequences
- wet lab
- drug design
- protein structure
- semi supervised
- transductive inference
- computer simulation
- prediction error
- protein structure prediction
- protein secondary structure prediction
- learning strategies
- transfer learning
- data sets
- contact maps
- multiple sequence alignments
- predicting protein
- protein interaction
- protein protein interactions
- amino acids