A New Method for Preliminary Identification of Gene Regulatory Networks from Gene Microarray Cancer Data Using Ridge Partial Least Squares With Recursive Feature Elimination and Novel Brier and Occurrence Probability Measures.
Shing-Chow ChanH. C. WuKai Man TsuiPublished in: IEEE Trans. Syst. Man Cybern. Part A (2012)
Keyphrases
- microarray
- gene expression data
- gene selection
- gene networks
- gene expression profiles
- data sets
- dna microarray
- gene regulatory networks
- gene expression
- input data
- gene expression patterns
- cancer diagnosis
- regulatory networks
- microarray data
- gene sets
- microarray datasets
- experimental conditions
- clustering method
- cancer classification
- statistical significance
- dimension reduction
- prior information
- statistical methods
- high dimensional data
- data mining techniques
- high throughput
- probabilistic model
- pairwise
- bayesian inference
- parameter estimation
- feature set
- semi supervised
- data points
- missing values
- feature space
- similarity measure