Semi-supervised fuzzy clustering with metric learning and entropy regularization.
Xuesong YinTing ShuQi HuangPublished in: Knowl. Based Syst. (2012)
Keyphrases
- metric learning
- fuzzy clustering
- semi supervised
- hard c means
- semi supervised clustering
- distance metric learning
- fuzzy c means
- semi supervised learning
- fuzzy clustering algorithm
- labeled data
- pairwise
- membership functions
- unlabeled data
- clustering algorithm
- pairwise constraints
- fuzzy clustering algorithms
- active learning
- cluster analysis
- unsupervised learning
- supervised learning
- distance metric
- fully supervised
- feature space
- data sets
- mahalanobis metric
- kernel learning
- expert systems
- computer vision
- multi task
- model selection
- dimensionality reduction
- fuzzy logic
- possibilistic clustering
- neural network