Joint learning dimension reduction and clustering of single-cell RNA-sequencing data.
Wenming WuXiaoke MaPublished in: Bioinform. (2020)
Keyphrases
- dimension reduction
- high dimensional data
- data sets
- unsupervised learning
- data points
- database
- data analysis
- learning process
- active learning
- data sources
- reinforcement learning
- input data
- knowledge discovery
- original data
- data mining techniques
- learning models
- spectral clustering
- learning algorithm
- high dimensionality
- cluster analysis
- clustering algorithm
- feature extraction
- principal component analysis
- least squares
- training data
- high dimensional
- preprocessing