bmVAE: a variational autoencoder method for clustering single-cell mutation data.
Jiaqian YanMing MaZhenhua YuPublished in: Bioinform. (2023)
Keyphrases
- synthetic data
- clustering method
- data sets
- input data
- similarity matrix
- test data
- training samples
- noisy data
- database
- statistical methods
- prior knowledge
- spectral clustering
- unsupervised learning
- data points
- hierarchical clustering
- k means
- training data
- optimization algorithm
- high dimensional data
- objective function
- data objects
- clustering algorithm
- knowledge discovery
- genetic algorithm
- clustering result
- data analysis
- xml documents
- evolutionary algorithm
- dimensionality reduction
- data mining tasks
- cluster structure
- dissimilarity matrix
- blood cells