Integrative Protein Function Transfer Using Factor Graphs and Heterogeneous Data Sources.
Antonina MitrofanovaVladimir PavlovicBud MishraPublished in: BIBM (2008)
Keyphrases
- heterogeneous data sources
- factor graphs
- protein function
- data integration
- message passing
- data sources
- belief propagation
- graphical models
- protein sequences
- approximate inference
- protein structure
- protein protein interactions
- gene ontology
- latent variables
- computational methods
- amino acids
- gene expression profiles
- databases
- heterogeneous data
- computational tools
- relational databases
- biological data
- protein interaction
- probabilistic inference
- protein interaction networks
- metadata
- transfer learning
- genomic data
- markov random field
- gaussian process
- bayesian networks
- data analysis
- probabilistic model
- decision making
- high dimensional
- stereo matching
- microarray
- dynamic programming