ScCAEs: deep clustering of single-cell RNA-seq via convolutional autoencoder embedding and soft K-means.
Hang HuZhong LiXiangjie LiMinzhe YuXiutao PanPublished in: Briefings Bioinform. (2022)
Keyphrases
- k means
- clustering algorithm
- clustering method
- hierarchical clustering
- data clustering
- deep learning
- cluster analysis
- self organizing maps
- unsupervised clustering
- spectral clustering
- rough k means
- clustering approaches
- document clustering
- cluster centers
- restricted boltzmann machine
- fuzzy clustering
- clustering quality
- expectation maximization
- data sets
- real time
- high dimensional data
- cluster ensemble
- fuzzy k means