Discriminative Fuzzy C-Means as a Large Margin Unsupervised Metric Learning Algorithm.
Zahra MoslehiMahsa TaheriAbdolreza MirzaeiMehran SafayaniPublished in: IEEE Trans. Fuzzy Syst. (2018)
Keyphrases
- fuzzy c means
- learning algorithm
- semi supervised
- fuzzy clustering
- possibilistic clustering
- supervised learning
- unsupervised learning
- labeled data
- euclidean distance
- fuzzy c means algorithm
- image segmentation
- fcm algorithm
- clustering method
- active learning
- clustering algorithm
- fuzzy clustering algorithm
- cluster analysis
- metric learning
- machine learning
- maximum margin
- fuzzy clustering algorithms
- k means
- training data
- distance measure
- hard c means
- fuzzy c means clustering algorithm
- possibilistic c means
- artificial immune network
- cluster validity indices
- cluster centers
- membership functions
- feature extraction
- dissimilarity measure
- distance metric
- distance function
- pairwise
- training set
- data sets