The Spearman and Kendall rank correlation coefficients between intuitionistic fuzzy sets

被引：0
|
作者：
Szmidt, Eulalia [1 ]
Kacprzyk, Janusz
机构：
[1] Polish Acad Sci, Syst Res Inst, Ul Newelska 6, PL-01447 Warsaw, Poland
来源：
PROCEEDINGS OF THE 7TH CONFERENCE OF THE EUROPEAN SOCIETY FOR FUZZY LOGIC AND TECHNOLOGY (EUSFLAT-2011) AND LFA-2011 | 2011年
关键词：
Intuitionistic fuzzy sets; correlation; the Spearman correlation coefficient; the Kendall correlation coefficient; ENTROPY;
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
This paper is a continuation of our previous work on Pearson's coefficient r and we discuss here the concept of the Spearman correlation coefficient and the Kendall correlation coefficient between Atanassov's intuitionistic fuzzy sets (A-IFSs, for short) to measure the degree of association between the A-IFSs when the assumption that the data distributions are normal is not valid or when data are in the form of ranks.
引用
收藏
页码：521 / 528
页数：8
相关论文
共 50 条
  • [31] CORRELATION OF INTUITIONISTIC FUZZY-SETS IN PROBABILITY SPACES
    HONG, DH
    HWANG, SY
    FUZZY SETS AND SYSTEMS, 1995, 75 (01) : 77 - 81
  • [32] Correlation coefficients between normal wiggly hesitant fuzzy sets and their applications
    Wang, Qianzhe
    Wu, Minggong
    Zhang, Dongwei
    Wang, Peng
    SCIENTIFIC REPORTS, 2024, 14 (01):
  • [33] On similarity measures between intuitionistic fuzzy sets
    Hung, Wen-Liang
    Yang, Miin-Shen
    INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2008, 23 (03) : 364 - 383
  • [34] Distance and similarity between intuitionistic fuzzy sets
    Luo, Darong
    Xiao, Jianhua
    2013 INTERNATIONAL CONFERENCE ON MECHANICAL AND AUTOMATION ENGINEERING (MAEE 2013), 2013, : 157 - 160
  • [35] ASYMPTOTIC RELATIVE EFFICIENCY OF THE KENDALL AND SPEARMAN CORRELATION STATISTICS
    Pinelis, I.
    THEORY OF PROBABILITY AND ITS APPLICATIONS, 2023, 68 (01) : 111 - 122
  • [36] Distance measure between intuitionistic fuzzy sets
    Wang, WQ
    Xin, XL
    PATTERN RECOGNITION LETTERS, 2005, 26 (13) : 2063 - 2069
  • [37] A new method for conversion between pythagorean fuzzy sets and intuitionistic fuzzy sets
    Isik, Gurkan
    SIGMA JOURNAL OF ENGINEERING AND NATURAL SCIENCES-SIGMA MUHENDISLIK VE FEN BILIMLERI DERGISI, 2022, 40 (01): : 188 - 195
  • [38] Logical Analogies Between Intuitionistic Fuzzy Sets and Rough Sets
    Kovacs, Laszlo
    Radeleczki, Sandor
    APPLICATION OF FUZZY LOGIC FOR MANAGERIAL DECISION MAKING PROCESSES: LATEST RESEARCH AND CASE STUDIES, 2017, : 1 - 14
  • [39] The theory of intuitionistic fuzzy sets based on the intuitionistic fuzzy special sets
    Yuan, Xue-hai
    Li, Hong-xing
    Zhang, Cheng
    INFORMATION SCIENCES, 2014, 277 : 284 - 298
  • [40] A Novel Similarity Measure Between Intuitionistic Fuzzy Sets for Constructing Intuitionistic Fuzzy Tolerance
    Kacprzyk, Janusz
    Viattchenin, Dmitri A.
    Shyrai, Stanislau
    Szmidt, Eulalia
    NOVEL DEVELOPMENTS IN UNCERTAINTY REPRESENTATION AND PROCESSING: ADVANCES IN INTUITIONISTIC FUZZY SETS AND GENERALIZED NETS, 2016, 401 : 175 - 183
12345