DocumentCode
3698127
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
fYear
2015
Firstpage
1
Lastpage
7
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"
Publisher
ieee
Conference_Titel
Fuzzy Systems (FUZZ-IEEE), 2015 IEEE International Conference on
Type
conf
DOI
10.1109/FUZZ-IEEE.2015.7337960
Filename
7337960
Link To Document