Improved LLE and neighborhood rough sets-based gene selection using Lebesgue measure for cancer classification on gene expression data.
Lin SunWei WangJiucheng XuShiguang ZhangPublished in: J. Intell. Fuzzy Syst. (2019)
Keyphrases
- cancer classification
- gene expression data
- gene selection
- microarray
- microarray data
- high dimensional
- high dimensional data
- gene expression profiling
- gene expression
- cancer diagnosis
- microarray gene expression data
- gene expression profiles
- gene expression datasets
- feature selection
- data sets
- high dimensionality
- informative genes
- dna microarray
- colon cancer
- gene expression analysis
- relevant genes
- gene regulatory networks
- dimensionality reduction
- random forest
- microarray datasets
- high throughput
- low dimensional
- pattern recognition
- data mining
- biologically relevant
- nearest neighbor
- biological processes
- feature ranking
- feature space
- gene expression patterns
- gene expression data sets
- selected genes
- neural network