Deep clustering of small molecules at large-scale via variational autoencoder embedding and K-means.
Hamid HadipourChengyou LiuRebecca DavisSilvia T. CardonaPingzhao HuPublished in: BMC Bioinform. (2022)
Keyphrases
- k means
- clustering algorithm
- clustering method
- cluster analysis
- data clustering
- hierarchical clustering
- spectral clustering
- self organizing maps
- small scale
- unsupervised clustering
- kernel based clustering
- text clustering
- expectation maximization
- rough k means
- clustering quality
- clustering approaches
- agglomerative hierarchical clustering
- partitional clustering
- cluster structure
- clustering framework
- cluster centers
- image segmentation
- hidden markov random fields
- variable weighting
- fuzzy k means
- clustering analysis
- document clustering
- kohonen self organizing maps
- semi supervised clustering
- optical flow
- constrained clustering
- initial cluster centers
- multidimensional scaling
- variational methods
- fuzzy c means