Estimating large covariance matrix with network topology for high-dimensional biomedical data.
Shuo ChenJian KangYishi XingYunpeng ZhaoDonald K. MiltonPublished in: Comput. Stat. Data Anal. (2018)
Keyphrases
- covariance matrix
- network topology
- biomedical data
- high dimensional
- knowledge driven
- covariance matrices
- ad hoc networks
- data mining methods
- principal component analysis
- systems biology
- network structure
- low dimensional
- routing protocol
- protein protein interactions
- similarity search
- sample size
- dimensionality reduction
- life sciences
- feature space
- objective function
- data mining and knowledge discovery
- data mining technology
- high dimensionality
- high dimensional data
- microarray data
- nearest neighbor
- high throughput
- text mining
- multi dimensional
- real time
- wireless networks
- similarity measure
- singular value decomposition
- end to end
- data analysis
- microarray
- data mining