A new local covariance matrix estimation for the classification of gene expression profiles in high dimensional RNA-Seq data.
Necla KochanG. Yazgi TütüncüGöknur GinerPublished in: Expert Syst. Appl. (2021)
Keyphrases
- gene expression profiles
- covariance matrix
- data sets
- data points
- high dimensional
- high dimensional data
- data analysis
- low dimensional
- data sources
- gene expression data
- training data
- training set
- pattern recognition
- covariance matrices
- feature extraction
- data acquisition
- data mining
- machine learning methods
- knowledge discovery
- data mining techniques
- dimensionality reduction
- upper bound
- support vector machine
- feature space
- objective function
- neural network