Molecular heterogeneity at the network level: high-dimensional testing, clustering and a TCGA case study.
Nicolas StädlerFrank DondelingerSteven M. HillRehan AkbaniYiling LuGordon B. MillsSach MukherjeePublished in: Bioinform. (2017)
Keyphrases
- case study
- high dimensional
- clustering algorithm
- data points
- high dimensional data
- network model
- clustering method
- high dimensionality
- cluster analysis
- application level
- dimensionality reduction
- high dimensional datasets
- hierarchical clustering
- data clustering
- complex networks
- network structure
- low dimensional
- peer to peer
- higher level
- multi dimensional
- nearest neighbor
- spectral clustering
- k means
- high dimensional data sets
- interaction networks
- real world
- graph theoretic
- variable selection
- feature space
- three dimensional
- social networks