Integrating Biological Heuristics and Gene Expression Data for Gene Regulatory Network Inference.
Armita ZarnegarHerbert F. JelinekPeter VamplewAndrew StranieriPublished in: ACSW (2019)
Keyphrases
- gene expression data
- gene regulatory networks
- regulatory networks
- gene expression analysis
- gene regulation
- yeast cell cycle
- gene expression data analysis
- systems biology
- microarray
- gene expression
- saccharomyces cerevisiae
- biological processes
- analysis of gene expression data
- biological knowledge
- interaction networks
- biological information
- microarray data
- gene expression patterns
- gene networks
- biological data
- data sets
- feature selection
- dna microarray
- dynamic bayesian networks
- microarray gene expression data
- bayesian inference
- high dimensional
- high dimensionality
- molecular biology
- bayesian networks
- gene selection
- gene expression profiles
- gene function
- high throughput
- probabilistic inference
- neural network
- reverse engineering
- network model
- microarray datasets
- biological networks
- prior information
- high dimensional data
- cancer classification
- signaling pathways
- knn
- probabilistic model
- structure learning