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Edge Detection Method Based on General Type-2 Fuzzy Logic Applied to Color Images

open access: yesInformation, 2017
This paper presents a new general type-2 fuzzy logic method for edge detection applied to color format images. The proposed algorithm combines the methodology based on the image gradients and general type-2 fuzzy logic theory to provide a powerful edge ...
Claudia I. Gonzalez   +2 more
doaj   +1 more source

Type-2 Hesitant Fuzzy Sets [PDF]

open access: yesFuzzy Information and Engineering, 2018
By using type-2 fuzzy sets and hesitant fuzzy sets, type-2 hesitant fuzzy sets are defined and their mathematical structure and characteristics are given.
Liu Feng, Fan Chuan-qiang, Xie Wei-he
openaire   +1 more source

Classification with Fuzzification Optimization Combining Fuzzy Information Systems and Type-2 Fuzzy Inference

open access: yesApplied Sciences, 2021
In this research, we introduce a classification procedure based on rule induction and fuzzy reasoning. The classifier generalizes attribute information to handle uncertainty, which often occurs in real data.
Martin Tabakov   +3 more
doaj   +1 more source

Type-2 fuzzy alpha-cuts [PDF]

open access: yes, 2016
Type-2 fuzzy logic systems make use of type-2 fuzzy sets. To be able to deliver useful type-2 fuzzy logic applications we need to be able to perform meaningful operations on these sets. These operations should also be practically tractable. However, type-
Coupland, Simon   +2 more
core   +3 more sources

Type-2 Fuzzy Hypergraphs Using Type-2 Fuzzy Sets

open access: yesJournal of Advanced Computational Intelligence and Intelligent Informatics, 2000
Hypergraphs have been applied to analyze system architecture and to represent system partitions. The concept of ordinary hypergraphs was extended to fuzzy and interval-valued fuzzy hypergraphs. In this paper, we extend fuzzy hypergraphs to type-2 fuzzy hypergraphs.
Seihwan Park, Hyung Lee-Kwang
openaire   +1 more source

Adaptive Non-singleton Type-2 Fuzzy Logic Systems: A Way Forward for Handling Numerical Uncertainties in Real World Applications [PDF]

open access: yes, 2011
Real world environments are characterized by high levels of linguistic and numerical uncertainties. A Fuzzy Logic System (FLS) is recognized as an adequate methodology to handle the uncertainties and imprecision available in real world environments and ...
Hagras, Hani, Sahab, Nazanin
core   +2 more sources

Properties and Structure of Type-2 Neutrosophic Control Point Relation [PDF]

open access: yesNeutrosophic Sets and Systems
In recent decades, practitioners and scholars from several fields have increasingly used fuzzy sets as a fundamental tool for characterizing uncertainty data.
Siti Nur Idara Rosli   +1 more
doaj   +1 more source

Analytical Structure and Performance of Interval Type-2 Fuzzy Two-Term Controllers with Varying Footprint of Uncertainty

open access: yesInternational Journal of Computational Intelligence Systems, 2022
While type-2 fuzzy control has gained a lot of attention in the recent years, several challenges still remain with respect to controller design. The footprint of uncertainty (FoU) plays a very important role in designing type-2 fuzzy controllers, since ...
Ritu Raj, Jung-Min Yang
doaj   +1 more source

Efficient Algorithms for Data Processing under Type-3 (and Higher) Fuzzy Uncertainty

open access: yesMathematics, 2022
It is known that, to more adequately describe expert knowledge, it is necessary to go from the traditional (type-1) fuzzy techniques to higher-order ones: type-2, probably type-3 and even higher.
Vladik Kreinovich   +3 more
doaj   +1 more source

A method for solving interval type-2 triangular fuzzy bilevel linear programming problem [PDF]

open access: yesYugoslav Journal of Operations Research, 2023
In this paper, we consider the bilevel linear programming problem (BLPP) where all the coefficients in the problem are interval type-2 triangular fuzzy numbers (IT2TFNs). First, we convert a BLPP with IT2TFN parameters to an interval BLPP.
Davoudi Niloofar   +2 more
doaj   +1 more source

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