A Generalized Clustering Method Based on Validity Indices and Membership Functions.
Edwin Aldana-BobadillaIvan López-ArévaloHiram Galeana-ZapiénMelesio Crespo-SanchezPublished in: IEEE Access (2018)
Keyphrases
- clustering method
- membership functions
- validity indices
- clustering result
- fuzzy sets
- fuzzy c means
- fuzzy logic
- validity index
- fuzzy rules
- fuzzy clustering
- clustering algorithm
- fuzzy model
- k means
- fuzzy membership functions
- input variables
- hierarchical clustering
- cluster analysis
- spectral clustering
- similarity measure
- rough sets
- t norm
- data sets
- affinity propagation
- initial values
- information granulation
- fuzzy rough sets
- document clustering
- fuzzy partition
- artificial intelligence