Comparative study of GRNS inference methods based on feature selection by mutual information.
Fabrício Martins LopesDavid Correa Martins Jr.Roberto Marcondes Cesar Jr.Published in: GENSiPS (2009)
Keyphrases
- comparative study
- mutual information
- feature selection
- gene regulatory networks
- gene regulatory
- gene expression data
- conditional mutual information
- genetic regulatory networks
- gene expression
- information theoretic
- regulatory networks
- gene regulation
- ordinary differential equations
- information gain
- reverse engineering
- systems biology
- text categorization
- image registration
- microarray data
- network model
- data sets
- feature space
- similarity measure
- biological data
- text classification
- high dimensionality
- structure learning
- dynamic systems
- model selection
- partial differential equations
- biological networks
- high throughput
- knowledge discovery
- machine learning