Integrating heterogeneous gene expression data for gene regulatory network modelling.
Alina SîrbuHeather J. RuskinMartin CranePublished in: Theory Biosci. (2012)
Keyphrases
- gene expression data
- gene regulatory networks
- integrating heterogeneous
- gene expression
- microarray
- data sources
- gene networks
- gene regulation
- data sets
- databases
- systems biology
- microarray gene expression data
- regulatory networks
- distributed data
- microarray data
- high dimensional
- feature selection
- high dimensionality
- yeast cell cycle
- reverse engineering
- saccharomyces cerevisiae
- dna microarray
- gene selection
- high dimensional data
- network model
- cancer classification
- gene expression profiles
- biological processes
- biological networks
- biological data
- high throughput
- nearest neighbor
- dimensionality reduction
- knn
- molecular biology
- probabilistic model
- data model
- gene expression patterns
- relational databases
- machine learning
- neural network