DEMOC: a deep embedded multi-omics learning approach for clustering single-cell CITE-seq data.
Guanhua ZouYilong LinTianyang HanLe Ou-YangPublished in: Briefings Bioinform. (2022)
Keyphrases
- data sets
- clustering algorithm
- background knowledge
- synthetic data
- raw data
- data points
- data analysis
- prior knowledge
- high dimensional data
- data collection
- data structure
- data processing
- clustering analysis
- learning systems
- decision trees
- unsupervised learning
- learning tasks
- high quality
- end users
- data sources
- data mining tasks
- original data
- fuzzy clustering
- cluster analysis
- learned models
- missing data
- knowledge acquisition
- online learning
- image data
- active learning
- learning process
- similarity measure
- learning algorithm