A netting clustering analysis method under intuitionistic fuzzy environment

Authors:
Zhong Wang;Zeshui Xu;Shousheng Liu;Jian Tang
Affiliations:
Institute of Sciences, PLA University of Science and Technology, Nanjing 211101, China;Institute of Sciences, PLA University of Science and Technology, Nanjing 211101, China;Institute of Sciences, PLA University of Science and Technology, Nanjing 211101, China;Institute of Sciences, PLA University of Science and Technology, Nanjing 211101, China
Venue:
Applied Soft Computing
Year:
2011

Citing 12
Cited 2

Construction of intuitionistic fuzzy relations with predetermined properties

Fuzzy Sets and Systems
Multicriteria fuzzy decision-making problems based on vague set theory

Fuzzy Sets and Systems
An application of intuitionistic fuzzy sets in medical diagnosis

Fuzzy Sets and Systems
Similarity measures on intuitionistic fuzzy sets

Pattern Recognition Letters
Similarity measures of intuitionistic fuzzy sets based on Hausdorff distance

Pattern Recognition Letters
Similarity measures of intuitionistic fuzzy sets based on L p metric

International Journal of Approximate Reasoning
Dynamic intuitionistic fuzzy multi-attribute decision making

International Journal of Approximate Reasoning
Clustering algorithm for intuitionistic fuzzy sets

Information Sciences: an International Journal
Intuitionistic fuzzy set vs. fuzzy set application in medical pattern recognition

Artificial Intelligence in Medicine
A method based on distance measure for interval-valued intuitionistic fuzzy group decision making

Information Sciences: an International Journal
Intuitionistic fuzzy sets

Fuzzy Sets and Systems
Intuitionistic Fuzzy Aggregation Operators

IEEE Transactions on Fuzzy Systems

New distance measures between intuitionistic fuzzy sets and interval-valued fuzzy sets

Information Sciences: an International Journal
A spectral clustering algorithm based on intuitionistic fuzzy information

Knowledge-Based Systems

Quantified Score

Hi-index	0.00

Visualization

Abstract

In this paper, we investigate the technique for clustering objects with intuitionistic fuzzy information. We first propose a formula to derive the intuitionistic fuzzy similarity degree between two intuitionistic fuzzy sets and develop an approach to constructing an intuitionistic fuzzy similarity matrix. Then, we present a netting method to make clustering analysis of intuitionistic fuzzy sets via intuitionistic fuzzy similarity matrix. Two numerical examples are given to illustrate and verify our method.