Positional and confidence voting-based consensus functions for fuzzy cluster ensembles.
Xavier SevillanoFrancesc AlíasJoan Claudi SocoróPublished in: Fuzzy Sets Syst. (2012)
Keyphrases
- cluster ensemble
- rand index
- combining multiple clusterings
- combining multiple
- consensus clustering
- statistical analysis and data mining
- ensemble methods
- hierarchical clustering
- clustering ensemble
- text clustering
- fuzzy logic
- fuzzy sets
- k means
- clustering algorithm
- gene expression profiles
- fuzzy rules
- data clustering
- benchmark datasets
- fuzzy partitions
- data sets
- membership functions
- unsupervised learning
- neural network