Learning deep features and topological structure of cells for clustering of scRNA-sequencing data.
Haiyue WangXiaoke MaPublished in: Briefings Bioinform. (2022)
Keyphrases
- prior knowledge
- data sets
- learning models
- data objects
- data points
- data structure
- unsupervised learning
- input data
- data collection
- additional features
- data mining tasks
- categorical data
- training data
- feature set
- data mining
- learned models
- learning algorithm
- hidden variables
- spectral clustering
- feature space
- structural information
- background knowledge
- high dimensional data
- learning process
- database
- data analysis
- complex structures
- data sources
- classification accuracy
- unsupervised feature learning