Modelling of Rough-Fuzzy Classifier

Result code in 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>
Result on the web
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DOI - Digital Object Identifier
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Result language
angličtina
Original language name
Modelling of Rough-Fuzzy Classifier
Original language description
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.
Czech name
Modelování rough fuzzy klasifikátoru
Czech description
V článku je představen hybridní model klasifikátoru založený na fuzzy a rough množinách. Navržené algoritmy jsou realizovány v Matlabu a model je poté testován na různých datových množinách. Na závěr jsou jeho výstupy porovnány s jinými metodami

Type
J<sub>x</sub> - Unclassified - Peer-reviewed scientific article (Jimp, Jsc and Jost)
CEP classification
IN - Informatics
OECD FORD branch
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Project
<a href="/en/project/GA402%2F08%2F0849" target="_blank" >GA402/08/0849: Model of Sustainable Regional Development Management</a><br>
Continuities
S - Specificky vyzkum na vysokych skolach

Publication year
2008
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

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