Interval type-2 credibilistic clustering for pattern recognition
A new objective function-based fuzzy clustering is introduced using credibility concept. A new approach to separation of clusters is presented. A new validity index is designed by proposed approach to separation and Choquet integral. The obtained results show that proposed model can handle different types of clusters.
credibilistic clustering separation validity index interval type-2 fuzzy clustering fuzzy integral compactness