Classification of gene expression data: A hubness-aware semi-supervised approach.
Krisztian BuzaPublished in: Comput. Methods Programs Biomed. (2016)
Keyphrases
- gene expression data
- semi supervised
- high dimensionality
- gene expression analysis
- microarray
- gene expression
- cancer classification
- gene expression profiles
- dna microarray data
- colon cancer
- feature selection
- cancer diagnosis
- microarray datasets
- dna microarray
- analysis of gene expression data
- microarray data analysis
- gene expression datasets
- tumor classification
- microarray data
- machine learning
- gene regulatory networks
- high dimensional data
- pattern recognition
- gene selection
- unsupervised learning
- gene networks
- supervised learning
- gene expression patterns
- gene expression microarray data
- cancer datasets
- gene expression data sets
- support vector machine svm
- feature space
- gene expression data analysis
- training set
- tissue samples
- feature vectors
- feature extraction
- text classification
- decision trees
- clustering gene expression data
- database