Interval Type-2 Beta Fuzzy Basis Functions: Some Properties and their First-Order Derivatives
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F15%3A86099090" target="_blank" >RIV/61989100:27240/15:86099090 - isvavai.cz</a>
Alternative codes found
RIV/61989100:27740/15:86099090
Result on the web
<a href="http://dx.doi.org/10.1109/SMC.2015.389" target="_blank" >http://dx.doi.org/10.1109/SMC.2015.389</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/SMC.2015.389" target="_blank" >10.1109/SMC.2015.389</a>
Alternative languages
Result language
angličtina
Original language name
Interval Type-2 Beta Fuzzy Basis Functions: Some Properties and their First-Order Derivatives
Original language description
In this paper we introduce the Interval type-2 Beta fuzzy set as a membership function in a Fuzzy Logic System (FLS). First order derivatives of type-1 and type-2 Beta functions were developed for designing fuzzy logic systems based on given input-output pairs. Then, the steepest descent algorithm is used to train Beta fuzzy basis functions to obtain the final fuzzy system. The performance of the proposed model of Beta fuzzy logic system is evaluated using the benchmark of Forecasting of Time-Series and is compared to fuzzy systems using Gaussian membership functions as a popular example of shapes. (C) 2015 IEEE.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
IN - Informatics
OECD FORD branch
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Result continuities
Project
<a href="/en/project/ED1.1.00%2F02.0070" target="_blank" >ED1.1.00/02.0070: IT4Innovations Centre of Excellence</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach
Others
Publication year
2015
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
2015 IEEE International Conference On Systems, Man And Cybernetics (Smc 2015) : Big Data Analytics For Human-Centric Systems
ISBN
978-1-4799-8696-5
ISSN
1062-922X
e-ISSN
—
Number of pages
6
Pages from-to
2227-2232
Publisher name
IEEE Computer Society
Place of publication
Los Alamitos
Event location
Hong Kong
Event date
Oct 9, 2015
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
000368940202055