Applicability of Ordinal Sums of Conjunctive and Disjunctive Functions in Classification

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27510%2F21%3A10248253" target="_blank" >RIV/61989100:27510/21:10248253 - isvavai.cz</a>
Result on the web
<a href="https://www.atlantis-press.com/proceedings/ifsa-eusflat-agop-21" target="_blank" >https://www.atlantis-press.com/proceedings/ifsa-eusflat-agop-21</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.2991/asum.k.210827.081" target="_blank" >10.2991/asum.k.210827.081</a>

Result language
angličtina
Original language name
Applicability of Ordinal Sums of Conjunctive and Disjunctive Functions in Classification
Original language description
Classification relies on the rules expressed by domain experts, or on the labeled attribute explaining the output classes. However, such information is not always available. In this work, we explore classification according to aggregation functions of mixed behaviour by the variability in ordinal sums of conjunctive and disjunctive functions. By this approach, entities are classified into three classes: yes, no and maybe including inclination to the classes yes and no. By the proposed approach, domain experts (or ordinal users) explain classification linguistically, without stating IF-THEN rules and labeled output. The applicability is illustrated by two examples. The discussion of the results and further research activities conclude the paper.
Czech name
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Czech description
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Publication year
2021
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
Atlantis Studies in Uncertainty Modelling. Volume 3
ISBN
978-94-6239-423-0
ISSN
2589-6644
e-ISSN
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Number of pages
6
Pages from-to
602-607
Publisher name
Atlantis Press
Place of publication
Paris
Event location
Bratislava
Event date
Sep 19, 2021
Type of event by nationality
EUR - Evropská akce
UT code for WoS article
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