A comparison of three approaches for estimating (synthesizing) an interval type-2 fuzzy set model of a linguistic term for computing with words

JM Mendel - Granular Computing, 2016 - Springer
This article compares three methods [Interval Approach (IA), Enhanced Interval Approach
(EIA) and Hao–Mendel Approach (HMA)] for estimating (synthesizing) an interval type-2 …

Type-2 fuzzy sets as well as computing with words

JM Mendel - IEEE Computational Intelligence Magazine, 2019 - ieeexplore.ieee.org
Lotfi Zadeh, the father of fuzzy sets and fuzzy logic, introduced many of their important
concepts, two of which are discussed in this article namely, type-2 fuzzy sets and computing …

Encoding words into normal interval type-2 fuzzy sets: HM approach

M Hao, JM Mendel - IEEE Transactions on Fuzzy Systems, 2015 - ieeexplore.ieee.org
This paper focuses on an approach, called the HM Approach (HMA), to determine (for the
first time) a normal interval type-2 fuzzy set model for a word that uses interval data about a …

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 …

Uncertain knowledge representation and reasoning with linguistic belief structures

MR Rajati, JM Mendel - Information Sciences, 2022 - Elsevier
In this paper, we extend the concept of Dempster-Shafer Belief Structures to the case of
Linguistic Belief Structures, whose focal elements and probability mass assignments are …

Type-2 fuzzy sets and systems: a retrospective

JM Mendel - Informatik-Spektrum, 2015 - Springer
This article provides a high-level retrospective of type-2 fuzzy sets and fuzzy logic systems. It
explains how type-2 fuzzy sets can be used to model membership function uncertainties …

Integration of Z-numbers and Bayesian decision theory: A hybrid approach to decision making under uncertainty and imprecision

N Marhamati, EK Buxton, S Rahimi - Applied Soft Computing, 2018 - Elsevier
For over four decades decision support systems have been emerging to facilitate decision
making under uncertain conditions and in a rapidly changing unstructured environment …

An interval type-2 fuzzy model of computing with words via interval type-2 fuzzy finite rough automata with application in covid-19 deduction

S Yadav, SP Tiwari, M Kumari… - New Mathematics and …, 2022 - World Scientific
Classical automata, fuzzy automata, and rough automata with input alphabets as numbers
or symbols are formal computing models with values. Fuzzy automata and rough automata …

Person Footprint of uncertainty-based CWW model for power optimization in handheld devices

PK Muhuri, PK Gupta, JM Mendel - IEEE Transactions on Fuzzy …, 2019 - ieeexplore.ieee.org
Present-day handheld battery-enabled devices such as smartphones and tablets attract rich
user experience but are often criticized for their short battery lives. Battery life is a subjective …

The perceptual computer: the past, up to the present, and into the future

JM Mendel - Informatik-Spektrum, 2018 - Springer
This article is an overview of the perceptual computer (Per-C) and summarizes
developments about it for three time frames: the past (prior to 2010), up to the present (2010 …