A Combination Scheme for Fuzzy Partitions Based on Fuzzy Majority Voting Rule

This paper propose a combination model of fuzzy partitions with the same number of clusters by generalizing the traditional majority voting rule to fuzzy majority voting rule and a class matching algorithm based on k nearest neighbours (KNN) to establish the correspondence among classes of component fuzzy partitions. The comparisons between our combination model and other two methods over real-world data sets show that our combination method is a little better than the other two.