Distance Measure of Hesitant Fuzzy Sets and its Application in Image Segmentation

被引：0
|
作者：
Wenyi Zeng
Rong Ma
Deqing Li
Qian Yin
Zeshui Xu
机构：
[1] Beijing Normal University,School of Artificial Intelligence
[2] Neusoft Institute Guangdong,Academy of Foundational Education
[3] Sichuan University,Business School
来源：
International Journal of Fuzzy Systems | 2022年 / 24卷
关键词：
Hesitant fuzzy set; Distance measure; Similarity measure; Image segmentation;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
Hesitant fuzzy set (HFS) is an important tool to describe uncertainty, and many scholars have proposed some different distance measures which are applied in decision-making. In this paper, based on the feature vector introduced by Zeng et al. (in: 2019 15th International Conference on Computational Intelligence and Security (CIS), 2019), we propose the distance measure of hesitant fuzzy elements (sets), investigate its related properties, develop some novel similarity measures of HFSs, and do comparison analysis with the existing similarity measures of HFSs. Finally, we apply them in image segmentation to illustrate that our distance measures and similarity measures are effective.
引用
收藏
页码：3134 / 3143
页数：9
相关论文
共 50 条
  • [41] Novel distance measure between intuitionistic fuzzy sets and its application in pattern recognition
    Zeng, W. Y.
    Cui, H. S.
    Liu, Y. Q.
    Yin, Q.
    Xu, Z. S.
    IRANIAN JOURNAL OF FUZZY SYSTEMS, 2022, 19 (03): : 127 - 137
  • [42] A Consistency Check Method for Trusted Hesitant Fuzzy Sets with Confidence Levels Based on a Distance Measure
    Xiao, Huimin
    Wang, Meiqi
    Xi, Xiaoning
    COMPLEXITY, 2020, 2020
  • [43] Distance and entropy measures for dual hesitant fuzzy sets
    Huimin Zhang
    Computational and Applied Mathematics, 2020, 39
  • [44] Distance and entropy measures for dual hesitant fuzzy sets
    Zhang, Huimin
    COMPUTATIONAL & APPLIED MATHEMATICS, 2020, 39 (02):
  • [45] Quaternion model of Pythagorean fuzzy sets and its distance measure
    Pan, Lipeng
    Deng, Yong
    Cheong, Kang Hao
    EXPERT SYSTEMS WITH APPLICATIONS, 2023, 213
  • [46] DISTANCE MEASURES FOR HESITANT INTUITIONISTIC FUZZY LINGUISTIC SETS
    Meng Fanyong
    Tan Chunqiao
    ECONOMIC COMPUTATION AND ECONOMIC CYBERNETICS STUDIES AND RESEARCH, 2017, 51 (04): : 207 - 224
  • [47] Distance and Similarity Measures for Intuitionistic Hesitant Fuzzy Sets
    Chen, Xiuming
    Li, Jingming
    Qian, Li
    Hu, Xiande
    PROCEEDINGS OF THE 2016 INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE: TECHNOLOGIES AND APPLICATIONS, 2016, 127
  • [48] Weighted Generalized Hesitant Fuzzy Sets and Its Application in Ensemble Learning
    Zhou, Haijun
    Li, Weixiang
    Cheng, Ming
    Sun, Yuan
    IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, 2024, E107D (05) : 694 - 703
  • [49] Generalized Hesitant Fuzzy Soft Sets and Its Application to Decision Making
    Li, Chunquan
    Li, Dongxue
    Jin, Jianhua
    INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE, 2019, 33 (12)
  • [50] New Distance Measure of Probabilistic Hesitant Fuzzy Information and Its Application to Multistage Emergency Decision-Making
    Ouyang, Jinpeng
    Chen, Na
    2022 34TH CHINESE CONTROL AND DECISION CONFERENCE, CCDC, 2022, : 2881 - 2887
12345