Bayesian Inference for Genomic Data Integration Reduces Misclassification Rate in Predicting Protein-Protein Interactions.
Chuanhua XingDavid B. DunsonPublished in: PLoS Comput. Biol. (2011)
Keyphrases
- xml documents
- bayesian inference
- data integration
- misclassification rate
- predicting protein protein interactions
- data model
- protein protein interactions
- genomic data
- error rate
- probabilistic model
- biological data
- data exchange
- high throughput
- data sources
- prior information
- databases
- data management
- data warehouse
- query decomposition
- sequence data
- particle filter
- life sciences
- state space
- computational methods
- network topology
- data processing
- gene ontology
- prior knowledge
- computational approaches
- protein complexes
- business intelligence
- feature space
- machine learning