Empirical Study of Semi-Supervised Deep Fuzzy C-Mean Clustering Algorithm.
Ali ArshadMuhammad HassamSaman RiazShahab ShamshirbandPublished in: EUROCON (2021)
Keyphrases
- empirical studies
- fuzzy c means
- semi supervised
- clustering algorithm
- fuzzy clustering
- fcm algorithm
- semi supervised learning
- semi supervised clustering
- k means
- possibilistic clustering
- clustering method
- constrained clustering
- unlabeled data
- fuzzy clustering algorithm
- labeled data
- image segmentation
- empirical analysis
- real world data sets
- supervised learning
- unsupervised clustering
- pairwise
- kernel induced
- cluster analysis
- active learning
- unsupervised learning
- experimental design
- cluster centers
- uci datasets
- possibilistic c means
- pairwise constraints
- clustering analysis
- hierarchical clustering algorithm
- data clustering
- membership functions
- model selection
- cluster validity index
- knowledge base
- data mining