An Bayesian Method for Biological Pathway Discovery from High-Throughput Experimental Data.
Wei WangGregory F. CooperPublished in: CSB (2004)
Keyphrases
- experimental data
- high throughput
- bayesian methods
- biological data
- systems biology
- metabolic pathways
- regulatory networks
- microarray
- signaling pathways
- genome wide
- observational data
- molecular biology
- living cells
- metabolic networks
- biological processes
- protein protein interactions
- analysis of gene expression
- bayesian framework
- gaussian processes
- model selection
- gene regulatory networks
- biological networks
- biological knowledge
- knowledge discovery
- machine learning
- gene expression
- data mining
- proteomic data
- data acquisition
- mass spectrometry data
- drug discovery
- monitoring system
- gene expression data
- hyperparameters
- biological systems
- mass spectrometry
- discovery process
- data analysis
- cell cycle
- feature selection