Feature selection and dimensionality reduction on gene expressions.
Mahmut KayaHasan Sakir BilgeOktay YildizPublished in: SIU (2013)
Keyphrases
- dimensionality reduction
- feature selection
- gene expression
- microarray data
- gene expression data
- high dimensionality
- microarray
- microarray datasets
- high dimensional data
- gene selection
- high dimensional
- feature extraction
- gene expression profiles
- dna microarray
- ovarian cancer
- mutual information
- linear discriminant analysis
- high throughput
- low dimensional
- text categorization
- feature space
- regulatory networks
- pattern recognition
- gene expression patterns
- genomic data
- principal component analysis
- feature ranking
- feature set
- machine learning
- cancer classification
- microarray data analysis
- unsupervised feature selection
- feature selection algorithms
- unsupervised learning
- experimental conditions
- biological networks
- biological data
- protein interaction
- knowledge discovery
- knn
- classification accuracy
- data points
- gene expression analysis
- support vector machine
- nearest neighbor
- differentially expressed genes