An Adaptive Semi-Supervised Deep Clustering and Its Application to Identifying Biotypes of Psychiatric Disorders.
Yuhui DuFulin WuJu NiuVince D. CalhounPublished in: ISBI (2023)
Keyphrases
- semi supervised
- semi supervised clustering
- unsupervised learning
- clustering algorithm
- semi supervised learning
- clustering method
- instance level constraints
- pairwise constraints
- constrained clustering
- semi supervised clustering algorithm
- unlabeled data
- labeled data
- deep learning
- unsupervised clustering
- self organizing maps
- cluster analysis
- data clustering
- data sets
- categorical data
- active learning
- graph construction
- clustering approaches
- spectral clustering
- semi supervised classification
- clustering analysis
- subspace learning
- graph theoretic
- metric learning
- multi view
- prior knowledge
- information retrieval