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Fuzzy Systems

open access: yesEncyclopedia of Machine Learning and Data Mining, 2017
Kanchan Sarkar   +1 more
semanticscholar   +4 more sources

On the Pythagorean triangles with an irrational hypotenuse [PDF]

open access: yesMathematics and Computational Sciences, 2022
The paper investigates a number of incomplete exact roots of a series of natural numbers, in relation to the Pythagorean theorem that in a right-angled triangle the square of the hypotenuse is equal to the sum of the squares of the legs. It uses the fact
Tofig Aliyev, Samir Pur Riza
doaj   +1 more source

FUZZY INFERENCE SYSTEMS BASE ON POLYNOMIAL CONSEQUENTS OF FUZZY RULES [PDF]

open access: yesScientific Journal of Astana IT University, 2020
Various fuzzy inference systems that operate on the basis of polynomial consequents of fuzzy rules. As well as inference methods for such systems, in particular, Takagi-Sugeno fuzzy inference systems, their differences from other popular fuzzy systems ...
R. Ponomarenko, A. Dyka
doaj   +2 more sources

Autonomous learning for fuzzy systems: a review

open access: yesArtificial Intelligence Review, 2022
As one of the three pillars in computational intelligence, fuzzy systems are a powerful mathematical tool widely used for modelling nonlinear problems with uncertainties.
Xiaowei Gu, J. Han, Q. Shen, P. Angelov
semanticscholar   +1 more source

Dist-YOLO: Fast Object Detection with Distance Estimation

open access: yesApplied Sciences, 2022
We present a scheme of how YOLO can be improved in order to predict the absolute distance of objects using only information from a monocular camera. It is fully integrated into the original architecture by extending the prediction vectors, sharing the ...
Marek Vajgl   +2 more
doaj   +1 more source

Rough Semiring-Valued Fuzzy Sets with Application

open access: yesMathematics, 2022
Many of the new fuzzy structures with complete MV-algebras as value sets, such as hesitant, intuitionistic, neutrosophic, or fuzzy soft sets, can be transformed into one type of fuzzy set with values in special complete algebras, called AMV-algebras. The
Jiří Močkoř   +2 more
doaj   +1 more source

BBRefinement: A Universal Scheme to Improve the Precision of Box Object Detectors

open access: yesApplied Sciences, 2022
We present a conceptually simple yet powerful and general scheme for refining the predictions of bounding boxes produced by an arbitrary object detector. Our approach was trained separately on single objects extracted from ground truth labels.
Petr Hurtik, Marek Vajgl, David Hynar
doaj   +1 more source

Critical Thinking About Explainable AI (XAI) for Rule-Based Fuzzy Systems

open access: yesIEEE transactions on fuzzy systems, 2021
This article is about explainable artificial intelligence (XAI) for rule-based fuzzy systems [that can be expressed generically, as $y({{\bf x}}) = f({{\bf x}})$].
J. Mendel, P. Bonissone
semanticscholar   +1 more source

On Unification of Methods in Theories of Fuzzy Sets, Hesitant Fuzzy Set, Fuzzy Soft Sets and Intuitionistic Fuzzy Sets

open access: yesMathematics, 2021
The main goal of this publication is to show that the basic constructions in the theories of fuzzy sets, fuzzy soft sets, fuzzy hesitant sets or intuitionistic fuzzy sets have a common background, based on the theory of monads in categories. It is proven
Jiří Močkoř, David Hýnar
doaj   +1 more source

Green closed-loop supply chain optimization strategy considering CER and incentive-compatibility theory under uncertainty

open access: yesMathematical Biosciences and Engineering, 2022
Under the uncertain market demand and quality level, a total profit model of green closed-loop supply chain system (GCL-SCS) considering corporate environmental responsibility (CER) and government differential weight subsidy (GDWS) is constructed.
Jianquan Guo , Guanlan Wang, Mitsuo Gen
doaj   +1 more source

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