Similarity measures for closed general type-2 fuzzy sets: overview, comparisons, and a geometric approach

D Wu, JM Mendel - IEEE Transactions on Fuzzy Systems, 2018 - ieeexplore.ieee.org
The similarity between two fuzzy sets (FSs) is an important concept in fuzzy logic. As the
research interest on general type-2 (GT2) FSs has increased recently, many similarity …

From interval-valued data to general type-2 fuzzy sets

C Wagner, S Miller, JM Garibaldi… - … on Fuzzy Systems, 2014 - ieeexplore.ieee.org
In this paper, a new approach is presented to model interval-based data using fuzzy sets
(FSs). Specifically, we show how both crisp and uncertain intervals (where there is …

Novel intuitionistic-based interval type-2 fuzzy similarity measures with application to clustering

S Cherif, N Baklouti, H Hagras… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Similarity measures have been widely used in applications dealing with reasoning,
classification, and information retrieval. In this article, we first propose three new interval type …

On the choice of similarity measures for type-2 fuzzy sets

J McCulloch, C Wagner - Information Sciences, 2020 - Elsevier
Similarity measures are among the most common methods of comparing type-2 fuzzy sets
and have been used in numerous applications. However, deciding how to measure …

Extension of restricted equivalence functions and similarity measures for type-2 fuzzy sets

L De Miguel, R Santiago, C Wagner… - … on Fuzzy Systems, 2021 - ieeexplore.ieee.org
In this work, we generalize the notion of restricted equivalence function for type-2 fuzzy sets,
leading to the notion of extended restricted equivalence functions. We also study how under …

Research on the Safety Evaluation Method for Quayside Container Cranes Based on the Best–Worst Method–Pythagorean Fuzzy VIKOR Approach

J Yu, H Xiao, F Sun, L Yan, M Liu - Applied Sciences, 2024 - mdpi.com
In the port domain, quayside container cranes are an indispensable component of maritime
freight transport. These cranes are not only costly but also associated with safety accidents …

Novel similarity measure for interval-valued data based on overlapping ratio

S Kabir, C Wagner, TC Havens… - … on Fuzzy Systems …, 2017 - ieeexplore.ieee.org
In computing the similarity of intervals, current similarity measures such as the commonly
used Jaccard and Dice measures are at times not sensitive to changes in the width of …

Type- Overlap Indices

AFRL de Hierro, C Roldán, MÁ Tíscar… - … on Fuzzy Systems, 2022 - ieeexplore.ieee.org
Automatic image detection is one of the most important areas in computing due to its
potential application in numerous real-world scenarios. One important tool to deal with that …

Similarity based applications for data-driven concept and word models based on type-1 and type-2 fuzzy sets

C Wagner, S Miller, JM Garibaldi - 2013 IEEE international …, 2013 - ieeexplore.ieee.org
In this paper we explore the practical application of the previously introduced approach [1] to
generate fuzzy sets from interval-valued data. We demonstrate two specific example …

A similarity measure based on bidirectional subsethood for intervals

S Kabir, C Wagner, TC Havens… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
With a growing number of areas leveraging interval-valued data-including in the context of
modeling human uncertainty (eg, in cybersecurity), the capacity to accurately and …