Message-passing algorithms for the prediction of protein domain interactions from protein-protein interaction data.
Mudassar IqbalAlex Alves FreitasColin G. JohnsonMassimo VergassolaPublished in: Bioinform. (2008)
Keyphrases
- protein interaction data
- protein interaction
- message passing
- protein function prediction
- protein protein interactions
- interacting proteins
- protein complexes
- predicting protein
- gene expression
- inference in graphical models
- sum product algorithm
- belief propagation
- amino acids
- protein interaction networks
- protein sequences
- computational approaches
- computational methods
- markov random field
- distributed systems
- biological data
- machine learning
- bayesian networks
- functional modules
- protein function
- protein protein
- computational biology
- biological processes
- approximate inference
- protein structure
- high precision
- image processing
- social networks