A network enhancement-based method for clustering of single cell RNA-seq data.
Xiaoshu ZhuLilu GuoRongyuan LiYunpei XuFang-Xiang WuXiaoqing PengHong-Dong LiPublished in: Int. J. Data Min. Bioinform. (2020)
Keyphrases
- synthetic data
- input data
- data sets
- clustering method
- spectral clustering
- data points
- unsupervised learning
- network structure
- high dimensional data
- k means
- knowledge discovery
- statistical methods
- data collection
- categorical data
- high dimensional
- data mining techniques
- data analysis
- cluster analysis
- similarity matrix
- experimental conditions
- data processing
- dimensionality reduction
- sensor networks
- data sources
- pairwise
- feature space
- databases