Graph-based Semi-supervised Local Clustering with Few Labeled Nodes.
Zhaiming ShenMing-Jun LaiSheng LiPublished in: IJCAI (2023)
Keyphrases
- semi supervised
- unsupervised learning
- semi supervised clustering
- supervised learning
- instance level constraints
- labeled examples
- semi supervised learning
- unlabeled samples
- labeled data
- graph construction
- pairwise constraints
- clustering method
- partially labeled
- constrained clustering
- small set of labeled
- label propagation
- k means
- clustering approaches
- fully labeled
- unlabeled data
- graph theoretic
- clustering algorithm
- unlabeled instances
- cluster analysis
- pairwise
- data clustering
- co training
- active learning
- semi supervised classification
- metric learning
- semi supervised learning methods
- semi supervised clustering algorithm
- hierarchical clustering
- multi view
- graph model
- directed graph
- shortest path
- labeled training data
- similarity function
- data objects
- neighborhood information
- social network analysis
- knn
- training data
- semi supervised dimensionality reduction
- similarity measure