Unsupervised deep clustering via adaptive GMM modeling and optimization.
Jinghua WangJianmin JiangPublished in: Neurocomputing (2021)
Keyphrases
- unsupervised learning
- clustering algorithm
- gaussian mixture model
- data driven
- unsupervised classification
- k means
- unsupervised feature selection
- clustering method
- cluster analysis
- completely unsupervised
- information bottleneck
- unsupervised manner
- categorical data
- objective function
- minimum message length
- semi supervised
- supervised learning
- deep learning
- unsupervised clustering
- optimization process
- data clustering
- global optimization
- gaussian mixture
- self organizing maps
- supervised classification
- density estimation
- mixture model
- high dimensional data
- probabilistic model
- optimization method
- information theoretic