On Consistency of Redundancy Deduction of Linguistic Fuzzy Rules

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61988987%3A17610%2F21%3AA2202B4P" target="_blank" >RIV/61988987:17610/21:A2202B4P - isvavai.cz</a>
Result on the web
<a href="https://ieeexplore.ieee.org/document/9648666" target="_blank" >https://ieeexplore.ieee.org/document/9648666</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/KSE53942.2021.9648666" target="_blank" >10.1109/KSE53942.2021.9648666</a>

Result language
angličtina
Original language name
On Consistency of Redundancy Deduction of Linguistic Fuzzy Rules
Original language description
Eliminating the redundant rules in a given system of fuzzy rules is important in fuzzy inference. A high number of seemingly very similar rules can be then reduced and the system is thus simple, comprehensible and adjustable for the users of the rules. This paper focuses on the redundancy of a special type of linguistic fuzzy rules that contain linguistic evaluative expressions. Recently, we have approached to generalize the existing criteria for detecting redundant linguistic fuzzy rules. It is important to mention that the elaboration of the redundancy criteria is initiated by the identification of the so-called investigated pairs, which are the pairs of two rules in which one rule is suspicious from redundancy with respect to another one. Principally, for a given investigated pair, we may use the established criteria to derive the redundancy or non-redundancy of the rule which is suspicious from redundancy. In this paper, we use the most recent generalized criteria and show that the deduction for the redundancy or non-redundancy of a certain rule is consistent when this rule belongs to different investigated pairs.
Czech name
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Czech description
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Project
<a href="/en/project/GA20-07851S" target="_blank" >GA20-07851S: Fuzzy relational structures in approximate reasoning</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year
2021
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
The 2021 13th International Conference on Knowledge and Systems Engineering (KSE)
ISBN
978-1-6654-9975-0
ISSN
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e-ISSN
2694-4804
Number of pages
6
Pages from-to
1-6
Publisher name
IEEE
Place of publication
Bangkok
Event location
Bangkok
Event date
Jan 1, 2021
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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