Quadratic regression analysis for gene discovery and pattern recognition for non-cyclic short time-course microarray experiments.
Hua LiuSergey TarimaAaron S. BordersThomas V. GetchellMarilyn L. GetchellArnold J. StrombergPublished in: BMC Bioinform. (2005)
Keyphrases
- microarray
- regression analysis
- pattern recognition
- gene expression
- high throughput
- gene expression data
- regression model
- gene ontology
- gene selection
- microarray data
- gene networks
- molecular biology
- high dimensionality
- gene expression analysis
- microarray analysis
- factor analysis
- cancer classification
- signal processing
- microarray data analysis
- image processing
- gene expression profiles
- gene expression datasets
- gene expression data sets
- cancer diagnosis
- gene gene
- machine learning
- regulatory networks
- dimensionality reduction
- knowledge discovery
- data mining
- experimental conditions
- computer vision
- differentially expressed genes
- microarray expression data
- microarray datasets
- unsupervised learning
- microarray images
- data analysis
- gene expression levels