Data clustering: application and trends

GJ Oyewole, GA Thopil - Artificial intelligence review, 2023 - Springer
Clustering has primarily been used as an analytical technique to group unlabeled data for
extracting meaningful information. The fact that no clustering algorithm can solve all …

A comprehensive literature review of 50 years of fuzzy set theory

C Kahraman, B Öztayşi… - International Journal of …, 2016 - Taylor & Francis
Fuzzy sets have a great progress in every scientific research area. It found many application
areas in both theoretical and practical studies from engineering area to arts and humanities …

Novel distance measures for intuitionistic fuzzy sets based on various triangle centers of isosceles triangular fuzzy numbers and their applications

H Garg, D Rani - Expert Systems with Applications, 2022 - Elsevier
The paper aims at introducing novel distance measures for the intuitionistic fuzzy set (IFS) to
discuss the decision-making problems. The current work exploits four different notions of …

New cosine similarity and distance measures for Fermatean fuzzy sets and TOPSIS approach

M Kirişci - Knowledge and Information Systems, 2023 - Springer
The most straightforward approaches to checking the degrees of similarity and differentiation
between two sets are to use distance and cosine similarity metrics. The cosine of the angle …

m-Polar Neutrosophic Topology with Applications to Multi-criteria Decision-Making in Medical Diagnosis and Clustering Analysis

MR Hashmi, M Riaz, F Smarandache - International Journal of Fuzzy …, 2020 - Springer
In this paper, we first introduce novel concepts of m-polar neutrosophic set (MPNS) and
topological structure on m-polar neutrosophic set by combining the m-polar fuzzy set (MPFS) …

ELECTRE II method based on the cosine similarity to evaluate the performance of financial logistics enterprises under double hierarchy hesitant fuzzy linguistic …

R Zhang, Z Xu, X Gou - Fuzzy Optimization and Decision Making, 2023 - Springer
It is very common to use linguistic information to solve decision-making problems in real life,
and the double hierarchy hesitant fuzzy linguistic term set (DHHFLTS) has been widely used …

Pythagorean fuzzy information measures and their applications

X Peng, H Yuan, Y Yang - International Journal of Intelligent …, 2017 - Wiley Online Library
Pythagorean fuzzy set (PFS), originally proposed by Yager, is more capable than
intuitionistic fuzzy set (IFS) to handle vagueness in the real world. The main purpose of this …

Information measures for q‐rung orthopair fuzzy sets

X Peng, L Liu - International Journal of Intelligent Systems, 2019 - Wiley Online Library
The q‐rung orthopair fuzzy set (q‐ROFS), originally developed by Yager, is more capable
than that of Pythagorean fuzzy set to deal uncertainty in real life. The main goal of this paper …

Similarity measures of Pythagorean fuzzy sets based on the cosine function and their applications

G Wei, Y Wei - International Journal of Intelligent Systems, 2018 - Wiley Online Library
In this paper, we presented 10 similarity measures between Pythagorean fuzzy sets (PFSs)
based on the cosine function by considering the degree of membership, degree of …

Intuitionistic fuzzy EM-SWARA-TOPSIS approach based on new distance measure to assess the medical waste treatment techniques

A Patel, S Jana, J Mahanta - Applied Soft Computing, 2023 - Elsevier
Due to the potential harm to public health as well as the environment, medical waste
treatment have emerged as a critical concern, especially in develo** nations. The …