mbkmeans: Fast clustering for single cell data using mini-batch k-means.
Stephanie C. HicksRuoxi LiuYuwei NiElizabeth PurdomDavide RissoPublished in: PLoS Comput. Biol. (2021)
Keyphrases
- k means
- spectral clustering
- clustering method
- clustering algorithm
- clustering result
- categorical data
- data objects
- end users
- data sets
- data analysis
- high dimensional data
- synthetic data
- data sources
- image data
- data collection
- raw data
- database
- high dimensional
- clustering analysis
- cluster centers
- data mining tasks
- original data
- cluster analysis
- spatial data
- statistical analysis
- data processing
- knowledge discovery
- data points
- self organizing maps
- high quality
- training data
- multidimensional data
- data mining techniques
- similarity matrix
- gene expression profiles