PredRBR: Accurate Prediction of RNA-Binding Residues in proteins using Gradient Tree Boosting.
Diwei LiuYongjun TangChao FanZhigang ChenLei DengPublished in: BIBM (2016)
Keyphrases
- protein sequences
- contact map
- secondary structure
- protein structure
- amino acid sequences
- amino acids
- protein structure prediction
- protein chains
- protein tertiary structure
- protein function
- experimentally determined
- multiple sequence alignments
- protein secondary structure
- rna secondary structure prediction
- hiv protease
- subcellular localization
- protein folding
- tertiary structure
- structural motifs
- protein structure alignment
- prediction accuracy
- predicting protein
- protein interaction
- phylogenetic trees
- cis regulatory
- protein protein interactions
- multiple alignment
- rna sequences
- drug design
- tree structure
- decision trees
- sequence analysis
- wet lab
- computational methods
- physicochemical properties
- mhc class ii
- dna binding
- ensemble methods
- genome wide
- coarse grained
- classification trees
- protein protein
- computational biology
- binding peptides
- disordered regions
- high precision