Discriminating membrane proteins using the joint distribution of length sums of success and failure runs.
Sotirios BersimisAthanasios SachlasPantelis G. BagosPublished in: Stat. Methods Appl. (2017)
Keyphrases
- joint distribution
- random variables
- living cells
- amino acid sequences
- marginal distributions
- maximum entropy
- conditional probabilities
- probability distribution
- success or failure
- graphical models
- protein sequences
- protein structure
- protein function
- conditional distribution
- amino acids
- secondary structure
- high throughput
- conditional distributions
- computational methods
- learning algorithm
- belief propagation
- hidden markov models
- multiresolution