A novel approach for dimension reduction of microarray.
Rabia AzizC. K. VermaNamita SrivastavaPublished in: Comput. Biol. Chem. (2017)
Keyphrases
- dimension reduction
- microarray
- high dimensionality
- gene expression
- high throughput
- gene expression data
- microarray data
- principal component analysis
- microarray data analysis
- experimental conditions
- high dimensional
- gene selection
- variable selection
- gene networks
- microarray analysis
- gene ontology
- singular value decomposition
- gene expression analysis
- low dimensional
- linear discriminant analysis
- feature extraction
- unsupervised learning
- high dimensional data
- feature space
- cancer classification
- dimensionality reduction
- dna microarray
- preprocessing
- neural network
- gene expression profiling
- gene expression profiles
- natural language processing
- feature selection
- computer vision
- learning algorithm
- real world