Protein Disorder Prediction using Information Theory Measures on the Distribution of the Dihedral Torsion Angles from Ramachandran Plots.
Jonny A. UribeJulián D. Arias-LondoñoAlexandre Perera-LlunaPublished in: BIOINFORMATICS (2017)
Keyphrases
- information theory
- shannon entropy
- information theoretic
- subcellular localization
- contact map
- protein secondary structure
- statistical learning
- statistical mechanics
- contact maps
- jensen shannon divergence
- protein structure prediction
- conditional entropy
- protein structure
- disordered regions
- drug design
- statistical physics
- remote homology detection
- amino acid sequences
- amino acids
- protein sequences
- mutual information
- probability distribution
- kullback leibler divergence
- secondary structure
- relative entropy
- kl divergence
- gaussian distribution
- experimentally determined
- mdl principle
- protein interaction
- information geometry
- probability density function
- image processing