A knowledge driven supervised learning approach to identify gene network of differentially up-regulated genes during neuronal senescence in Rattus norvegicus.
Pankaj Singh DholaniyaSoumitra GhoshBapi Raju SurampudiAnand K. KondapiPublished in: Biosyst. (2015)
Keyphrases
- knowledge driven
- gene networks
- microarray
- gene regulatory networks
- gene expression
- supervised learning
- gene expression data
- microarray data
- high throughput
- gene ontology
- network model
- gene selection
- unsupervised learning
- microarray datasets
- reverse engineering
- high dimensionality
- systems biology
- gene expression profiles
- biological data
- machine learning
- molecular biology
- training data
- semi supervised
- data mining
- bayesian inference
- biological networks
- labeled data
- clustering analysis
- nearest neighbor
- active learning