Estimation of Genetic Networks and Functional Structures Between Genes by Using Bayesian Networks and Nonparametric Regression.
Seiya ImotoTakao GotoSatoru MiyanoPublished in: Pacific Symposium on Biocomputing (2002)
Keyphrases
- nonparametric regression
- genetic networks
- bayesian networks
- regulatory networks
- reverse engineering
- high throughput
- biological systems
- systems biology
- pointwise
- dna microarray
- gene regulatory networks
- gene expression data
- gene expression
- microarray
- microarray data
- data sets
- structure learning
- interaction networks
- biological data
- genome wide
- molecular biology
- conditional probabilities
- complex systems
- probabilistic model
- machine learning