Supervised, semi-supervised and unsupervised inference of gene regulatory networks.
Stefan MaetschkePiyush B. MadhamshettiwarMelissa J. DavisMark A. RaganPublished in: Briefings Bioinform. (2014)
Keyphrases
- semi supervised
- gene regulatory networks
- dynamic bayesian networks
- bayesian inference
- semi supervised learning
- reverse engineering
- supervised learning
- unsupervised learning
- network model
- gene expression data
- boolean networks
- unsupervised methods
- regulatory networks
- labeled data
- unlabeled data
- biological data
- supervised and semi supervised
- bayesian networks
- pairwise
- active learning
- supervised methods
- probabilistic model
- structure learning
- probabilistic inference
- neural network
- gaussian process
- databases
- high throughput
- artificial intelligence
- approximate inference
- object oriented
- markov random field
- transfer learning
- particle filtering
- conditional probabilities