Transmembrane helix prediction in proteins using hydrophobicity properties and higher-order statistics.
Ilias K. KitsasLeontios J. HadjileontiadisStavros M. PanasPublished in: Comput. Biol. Medicine (2008)
Keyphrases
- higher order statistics
- physico chemical
- amino acids
- protein interaction
- protein sequences
- protein structure prediction
- protein protein interactions
- amino acid sequences
- protein function
- physicochemical properties
- probability density function
- protein structure
- independent component analysis
- computational methods
- image processing
- bayesian networks
- principal component analysis
- machine learning
- gaussian distribution
- higher order