A probabilistic approach towards an unbiased semi-supervised cluster tree.
Zhaocai SunXiaofeng ZhangYunming YeXiaowen ChuZhi LiuPublished in: Knowl. Based Syst. (2020)
Keyphrases
- semi supervised
- constrained clustering
- generative model
- semi supervised clustering
- tree structure
- clustering algorithm
- clustering framework
- hierarchical structure
- supervised learning
- semi supervised learning
- tree nodes
- information theoretic
- labeled data
- probabilistic model
- instance level constraints
- multi view
- probabilistic logic
- hierarchical clustering
- data clustering
- unsupervised learning
- r tree
- uncertain data
- metric learning
- semi supervised classification
- data sets
- bayesian networks
- unlabeled data
- belief networks
- binary tree
- data points
- distance metric