Use of Choquet integrals in multivalued contexts
Fecha
2020Versión
Acceso abierto / Sarbide irekia
Tipo
Artículo / Artikulua
Versión
Versión aceptada / Onetsi den bertsioa
Identificador del proyecto
ES/1PE/TIN2016-77356-P
Impacto
|
10.1007/s00500-019-04104-1
Resumen
In this work, multivalued contexts are studied, in which the different observations are related to each other. Continuing the
studies already carried out in previous works, the use of Choquet integrals can be an adequate tool for this situations. If in
addition the set of objects or attributes of these contexts represent a temporal sequence, we can also represent these contexts
as sequences of ...
[++]
In this work, multivalued contexts are studied, in which the different observations are related to each other. Continuing the
studies already carried out in previous works, the use of Choquet integrals can be an adequate tool for this situations. If in
addition the set of objects or attributes of these contexts represent a temporal sequence, we can also represent these contexts
as sequences of contexts that evolve in time and we can use tools in this field to extract information. Finally, as illustrative
application, the developed theory is used to measure student progress in learning. [--]
Materias
L-fuzzy concept analysis,
L-fuzzy context sequences,
WOWA operators,
Choquet integrals
Editor
Springer
Publicado en
Soft Computing (2020) 24:3413–3423
Departamento
Universidad Pública de Navarra. Departamento de Estadística, Informática y Matemáticas /
Nafarroako Unibertsitate Publikoa. Estatistika, Informatika eta Matematika Saila /
Universidad Pública de Navarra/Nafarroako Unibertsitate Publikoa. Institute of Smart Cities - ISC
Versión del editor
Entidades Financiadoras
This paper is partially supported by the Research
Group “Intelligent Systems and Energy (SI+E)” of the University of
the Basque Country—UPV/EHU, under Grant GIU 16/54 and by the
Research Group “Artificial Intelligence and Approximate Reasoning” of
the Public University of Navarra, under TIN2016-77356-P (MINECO,
AEI/FEDER, UE).