Modelování rough fuzzy klasifikátoru

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216275%3A25410%2F08%3A00007271" target="_blank" >RIV/00216275:25410/08:00007271 - isvavai.cz</a>

Výsledek na webu

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DOI - Digital Object Identifier

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Jazyk výsledku

angličtina

Název v původním jazyce

Modelling of Rough-Fuzzy Classifier

Popis výsledku v původním jazyce

The paper reflects the trend of the past years which is based on the diffusion of various traditional approaches and methods to the way of tackling new problems, in this case to the classification. Two components of the computational intelligence are applied in a classification model. It means rough and fuzzy sets on the basis of which the data classification hybrid model is proposed. In the second part the current knowledge in the investigated field are summarized and briefly explained. The algorithm for uncertain data operations and conditioned rules generation is introduced too. We have brought in an original toolbox called RSTbox for data processing and automatic rules generation. Proposed model and toolbox are carried out in MATLAB, tested on moredata files, and compared to others, already known classification methods.

Název v anglickém jazyce

Modelling of Rough-Fuzzy Classifier

Popis výsledku anglicky

The paper reflects the trend of the past years which is based on the diffusion of various traditional approaches and methods to the way of tackling new problems, in this case to the classification. Two components of the computational intelligence are applied in a classification model. It means rough and fuzzy sets on the basis of which the data classification hybrid model is proposed. In the second part the current knowledge in the investigated field are summarized and briefly explained. The algorithm for uncertain data operations and conditioned rules generation is introduced too. We have brought in an original toolbox called RSTbox for data processing and automatic rules generation. Proposed model and toolbox are carried out in MATLAB, tested on moredata files, and compared to others, already known classification methods.

Druh

J_x - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)

CEP obor

IN - Informatika

OECD FORD obor

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Projekt

<a href="/cs/project/GA402%2F08%2F0849" target="_blank" >GA402/08/0849: Model řízení povzbudivého růstu regionu</a><br>

Návaznosti

S - Specificky vyzkum na vysokych skolach

Rok uplatnění

2008

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Název periodika

WSEAS Transactions on Systems

ISSN

1109-2777

e-ISSN

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Svazek periodika

7

Číslo periodika v rámci svazku

3

Stát vydavatele periodika

GR - Řecká republika

Počet stran výsledku

12

Strana od-do

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Kód UT WoS článku

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EID výsledku v databázi Scopus

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