EEG Signals Classification by S-shaped Radial Implicative Fuzzy Systems
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F67985807%3A_____%2F11%3A00367906" target="_blank" >RIV/67985807:_____/11:00367906 - isvavai.cz</a>
Result on the web
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DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
EEG Signals Classification by S-shaped Radial Implicative Fuzzy Systems
Original language description
The paper introduces an EEG signals classifier for classification of vigilance level of a car driver. The classifier is based on the concept of radial implicative fuzzy system. The novel in the presented approach is accommodation of S-shaped fuzzy sets which can handle boundary regions of the relevant input space. Both structure and parameter learning of the system are referred to and corresponding classification abilities are presented.
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/ME%20949" target="_blank" >ME 949: Analýza negativních vlivů na pozornost řidičů</a><br>
Continuities
Z - Vyzkumny zamer (s odkazem do CEZ)
Others
Publication year
2011
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
World Congress on Engineering and Computer Science
ISBN
978-988-18210-9-6
ISSN
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e-ISSN
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Number of pages
5
Pages from-to
452-456
Publisher name
Newswood Limited
Place of publication
Hong Kong
Event location
San Francisco
Event date
Oct 19, 2011
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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