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Record type:
stať ve sborníku (D)
Home Department:
Ústav pro výzkum a aplikace fuzzy modelování (94410)
Title:
Hidden functional dependencies found by the technique of F-transform
Citace
Kupka, J. a Tomanová, I. Hidden functional dependencies found by the technique of F-transform.
In:
Proceedings of the 8th conference of the European Society for Fuzzy Logic and Technology (EUSFLAT-13).
Atlantis Press, 2013. s. 662-668. ISBN 978-90786-77-78-9.
Subtitle
Publication year:
2013
Obor:
Obecná matematika
Number of pages:
7
Page from:
662
Page to:
668
Form of publication:
Elektronická verze
ISBN code:
978-90786-77-78-9
ISSN code:
1951-6851
Proceedings title:
Proceedings of the 8th conference of the European Society for Fuzzy Logic and Technology (EUSFLAT-13)
Proceedings:
Mezinárodní
Publisher name:
Atlantis Press
Place of publishing:
Neuveden
Country of Publication:
Sborník vydaný v zahraničí
Název konference:
EUSFLAT 2013
Místo konání konference:
Milano, Italy
Datum zahájení konference:
Typ akce podle státní
příslušnosti účastníků:
Evropská akce
WoS code:
EID:
Key words in English:
Density-based cluster analysis, Ftransformation, fuzzy approximation, DBSCAN.
Annotation in original language:
In this contribution we provide an application of the technique of F-transform. We demonstrate that by using a simple density-based preprocessing, the applicability of F-transform in data analysis can be significantly improved. Despite of the fact that our procedure is demonstrated by a well-known DBSCAN algorithm and the technique of F transform, the ideas are general enough to be applied for other density-based clustering algorithms and regression techniques, respectively.
Annotation in english language:
References
Reference
R01:
RIV/61988987:17610/13:A14017UV
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