Similarity-balanced discriminant neighbor embedding and its application to cancer classification based on gene expression data.
Li ZhangLiqiang QianChuntao DingWeida ZhouFanzhang LiPublished in: Comput. Biol. Medicine (2015)
Keyphrases
- gene expression data
- cancer classification
- microarray
- gene expression profiling
- gene expression
- gene selection
- cancer diagnosis
- microarray data
- microarray gene expression data
- gene expression datasets
- feature selection
- colon cancer
- random forest
- gene expression profiles
- gene regulatory networks
- similarity measure
- data sets
- informative genes
- high throughput
- high dimensionality
- cancer datasets
- gene expression analysis
- feature extraction
- analysis of gene expression
- high dimensional data
- low dimensional
- nearest neighbor
- microarray datasets
- experimental conditions
- molecular biology
- principal component analysis
- dna microarray
- semantic similarity
- self organizing maps