On the Use of Fuzzy Constraints in Semisupervised Clustering.
Irene Diaz-ValenzuelaM. Amparo VilaMaría J. Martín-BautistaPublished in: IEEE Trans. Fuzzy Syst. (2016)
Keyphrases
- semi supervised
- semi supervised clustering
- fuzzy clustering
- clustering algorithm
- fuzzy c means clustering
- constrained clustering
- instance level constraints
- clustering analysis
- fuzzy logic
- k means
- fuzzy sets
- pairwise constraints
- clustering method
- fuzzy clustering algorithm
- cluster analysis
- hierarchical clustering
- categorical data
- constrained optimization
- unsupervised learning
- self organizing maps
- clustering approaches
- fuzzy set theory
- geometric constraints
- fuzzy neural network
- fuzzy numbers
- semi supervised learning
- spectral clustering
- pair wise constraints
- fuzzy clustering algorithms
- validity index
- constraint satisfaction
- fuzzy rules
- outlier detection
- data points
- high dimensional data
- unlabeled data