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stať ve sborníku (D)
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Ústav pro výzkum a aplikace fuzzy modelování (94410)
Title:
Association Analysis on Interval-valued Fuzzy Sets
Citace
Murinová, P., Burda, M. a Pavliska, V. Association Analysis on Interval-valued Fuzzy Sets: Uncertainty, vagueness and non-existence.
In:
Modeling Decisions for Artificial Intelligence 2018-10-15 Palma de Mallorca.
Cham: Springer, 2018. s. 89-100. ISBN 978-3-030-00201-5.
Subtitle
Uncertainty, vagueness and non-existence
Publication year:
2018
Obor:
Obecná matematika
Number of pages:
12
Page from:
89
Page to:
100
Form of publication:
Tištená verze
ISBN code:
978-3-030-00201-5
ISSN code:
0302-9743
Proceedings title:
Modeling Decisions for Artificial Intelligence
Proceedings:
Publisher name:
Springer
Place of publishing:
Cham
Country of Publication:
Název konference:
Místo konání konference:
Palma de Mallorca
Datum zahájení konference:
Typ akce podle státní
příslušnosti účastníků:
Celosvětová akce
WoS code:
EID:
2-s2.0-85055681236
Key words in English:
association rules, missing values, interval-valued fuzzy sets, support, confidence
Annotation in original language:
The aim of this paper is to generalize the concept of association rules for interval-valued fuzzy sets. Interval-valued fuzzy sets allow for intervals of membership degrees to be assigned to each element of the universe. These intervals may be interpreted as partial information where the exact membership degree is not known. The paper provides a generalized definition of support and confidence, which are the most commonly known measures of quality of a rule.
Annotation in english language:
References
Reference
R01:
RIV/61988987:17610/18:A1901UAY
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