Rough Fuzzy Concept Analysis via Multilattice

Nguepy Dongmo, Gaël; Koguep Njionou, Blaise Blériot; Kwuida, Léonard; Onabid, Mathias (2023). Rough Fuzzy Concept Analysis via Multilattice In: Campagner, Andrea; Lenz, Oliver Urs; Xia, Shuyin; Ślęzak, Dominik; Wąs, Jarosław; Yao, JingTao (eds.) Rough Sets: International Joint Conference, IJCRS 2023, Krakow, Poland, October 5–8, 2023, Proceedings. Lecture Notes in Computer Science: Vol. 14481 (pp. 495-508). Cham: Springer Nature Switzerland 10.1007/978-3-031-50959-9_34

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J. Medina and J. Ruiz-Calvino presented Fuzzy Formal Concept Analysis via multilattice (M-FCA for short) as a fuzzy generalization of Formal Concept Analysis with multilattice as underlying set of truth degree. The truth degrees are not always linear or the existence of a least upper bound of two elements are no longer required, but there is a possibility of having minimal upper bounds, and dually. Hence, M-FCA is a more flexible than Fuzzy Formal Concept Analysis (L-FCA). We investigate formal M-concepts with rough intents and, get a generalization of E. Bartl and J. Konecny work. First, we define appropriate concept forming operators and give their properties. Next, we show that the concepts in the new framework form a complete multilattice.

Item Type:

Book Section (Book Chapter)

Division/Institute:

Business School > Institute for Applied Data Science & Finance
Business School > Institute for Applied Data Science & Finance > Applied Data Science
Business School

Name:

Nguepy Dongmo, Gaël;
Koguep Njionou, Blaise Blériot;
Kwuida, Léonard0000-0002-9811-0747;
Onabid, Mathias;
Campagner, Andrea;
Lenz, Oliver Urs;
Xia, Shuyin;
Ślęzak, Dominik;
Wąs, Jarosław and
Yao, JingTao

ISSN:

1611-3349

ISBN:

978-3-031-50958-2

Series:

Lecture Notes in Computer Science

Publisher:

Springer Nature Switzerland

Language:

English

Submitter:

Léonard Kwuida

Date Deposited:

21 Aug 2024 10:42

Last Modified:

21 Aug 2024 10:42

Publisher DOI:

10.1007/978-3-031-50959-9_34

URI:

https://arbor.bfh.ch/id/eprint/22211

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