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Record type:	stať ve sborníku (D)
Home Department:	Ústav pro výzkum a aplikace fuzzy modelování (94410)
Title:	Regression ensemble with linguistic descriptions
Citace	Kupka, J. a Rusnok, P. Regression ensemble with linguistic descriptions. In: Destercke S., Denoeux T., Gil M., Grzegorzewski P., Hryniewicz O. (eds) Uncertainty Modelling in Data Science 2018-09-17 Compiegne. Cham: Springer, 2019. s. 141-148. ISBN 978-3-319-97546-7.

Subtitle
Publication year:	2019
Obor:	Obecná matematika
Number of pages:	8
Page from:	141
Page to:	148
Form of publication:	Tištená verze
ISBN code:	978-3-319-97546-7
ISSN code:
Proceedings title:	Destercke S., Denoeux T., Gil M., Grzegorzewski P., Hryniewicz O. (eds) Uncertainty Modelling in Data Science.
Proceedings:	Mezinárodní
Publisher name:	Springer
Place of publishing:	Cham
Country of Publication:
Název konference:
Místo konání konference:	Compiegne
Datum zahájení konference:
Typ akce podle státní příslušnosti účastníků:	Celosvětová akce
WoS code:
EID:	2-s2.0-85051113062

Key words in English:	Association analysis, Linguistic description, Perception-based logical deduction, Regression, Ensemble technique
Annotation in original language:	In this contribution, we present a brief presentation of a method which allows automatically to create an ensemble of regression techniques and compare this method to standard approaches. This is done with the help of mined linguistic rule base which is further used by advanced Perception-based Logical Deduction. As a possible side effect, we can obtain a linguistic description of the evaluative process.
Annotation in english language:

References

Reference

R01:	RIV/61988987:17610/19:A2001V2C

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