Inference of Gene Regulatory Networks Using Coefficient of Determination, Tsallis Entropy and Biological Prior Knowledge.
Camila Y. KoikeCarlos H. A. HigaPublished in: BIBE (2016)
Keyphrases
- gene regulatory networks
- regulatory networks
- prior knowledge
- biological data
- gene regulatory
- dynamic bayesian networks
- bayesian inference
- systems biology
- gene interactions
- gene regulation
- yeast cell cycle
- prior information
- genetic regulatory networks
- budding yeast
- biological processes
- interaction networks
- reverse engineering
- network model
- gene expression data
- biological knowledge
- gene networks
- high throughput
- bayesian networks
- gene function
- cell cycle
- structure learning
- boolean networks
- microarray
- particle filtering
- gene expression
- probabilistic model
- gene expression patterns
- biological systems
- databases
- markov networks
- state variables
- bayesian framework
- microarray data
- data analysis
- artificial intelligence