Gene expression data classification based on improved semi-supervised local Fisher discriminant analysis.
Hong HuangJianwei LiJiamin LiuPublished in: Expert Syst. Appl. (2012)
Keyphrases
- gene expression data
- semi supervised
- cancer classification
- gene expression
- microarray
- dna microarray data
- gene expression analysis
- high dimensionality
- gene expression profiles
- gene expression datasets
- colon cancer
- supervised learning
- microarray data
- cancer diagnosis
- dna microarray
- feature selection
- microarray datasets
- tumor classification
- gene expression data analysis
- gene networks
- semi supervised learning
- support vector machine
- cancer datasets
- analysis of gene expression data
- microarray data analysis
- machine learning
- gene expression profiling
- gene regulatory networks
- small sample size
- data sets
- feature vectors
- clustering gene expression data
- decision trees
- support vector
- feature space
- tissue samples
- gene expression data sets
- unsupervised learning
- labeled data
- gene selection
- molecular biology
- microarray gene expression data
- pattern recognition
- high dimensional data
- gene expression microarray data