Title :
Interval type-2 fuzzy co-clustering algorithm
Author :
Van Nha Pham;Long Thanh Ngo
Author_Institution :
MIST Institute of Science and Technology, Hoang Sam, Hanoi, Vietnam
Abstract :
This paper introduces a novel clustering technique by combining fuzzy co-clustering approach and interval type-2 fuzzy sets. The proposed algorithm is demonstrated through experiments on UC Berkeley image data-sets to conduct clustering on color images. The experimental results show that the clustering quality is better by evaluating using validity indexes in comparison with previous methods.
Keywords :
"Clustering algorithms","TV","Fuzzy sets","Image segmentation","Color","Classification algorithms","Linear programming"
Conference_Titel :
Fuzzy Systems (FUZZ-IEEE), 2015 IEEE International Conference on
DOI :
10.1109/FUZZ-IEEE.2015.7337960