Reconstruction of Gene Regulatory Networks from Temporal Microarray Data Using Pattern Recognition Techniques.
Azhar SalimFaramarz ValafarPublished in: IJCNN (2006)
Keyphrases
- microarray data
- gene regulatory networks
- gene expression data
- gene networks
- pattern recognition
- microarray gene expression data
- biological data
- yeast cell cycle
- regulatory networks
- microarray
- gene expression
- saccharomyces cerevisiae
- gene selection
- gene regulation
- data sets
- high dimensional
- gene expression profiles
- feature selection
- cluster analysis
- neural network
- reverse engineering
- feature extraction
- systems biology
- dimensionality reduction
- microarray datasets
- network model
- high dimensionality
- machine learning
- dna microarray
- clustering algorithm
- biological knowledge
- database
- biological networks
- bayesian inference
- biological processes
- cancer classification
- dynamic bayesian networks
- structure learning
- graphical models
- low dimensional
- high dimensional data
- high throughput