Network Visualization of a Fuzzy Measure

dc.contributor.authorCarlos I. Pérez-Sechi
dc.contributor.authorCastro Cantalejo, Javier
dc.contributor.authorGómez González, Daniel
dc.contributor.authorMartín García, Daniel
dc.contributor.authorEspínola Vílchez, María Rosario
dc.contributor.authorGutiérrez García-Pardo, Inmaculada
dc.date.accessioned2026-01-09T09:14:03Z
dc.date.available2026-01-09T09:14:03Z
dc.date.issued2025
dc.description.abstractThis conference paper explores the visualization of fuzzy measures to model complex interactions between elements in various scenarios. Despite their utility, fuzzy measures present challenges due to the complexity of their interpretation when the number of elements rises. We propose using graphical representations and network analysis techniques to address these challenges. Using the Shapley Index and the Murofushi-Grabisch interaction index, we aim to provide a more intuitive and effective understanding of fuzzy measures. This approach facilitates the visualization and analysis of element interactions, enhancing decision-making processes in complex systems.
dc.description.departmentDepto. de Estadística y Ciencia de los Datos
dc.description.facultyFac. de Estudios Estadísticos
dc.description.refereedTRUE
dc.description.statusinpress
dc.identifier.officialurlhttps://link.springer.com/series/7092
dc.identifier.urihttps://hdl.handle.net/20.500.14352/129723
dc.journal.titleStudies in Computational Intelligence
dc.language.isoeng
dc.publisherSpringer Nature
dc.rightsAttribution-NonCommercial-NoDerivatives 4.0 Internationalen
dc.rights.accessRightsrestricted access
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/4.0/
dc.subject.cdu51
dc.subject.cdu311
dc.subject.keywordDecision modeling
dc.subject.keywordSoft computing
dc.subject.keywordFuzzy Measures
dc.subject.keywordSocial Networks
dc.subject.keywordGraph Theory
dc.subject.ucmMatemáticas (Matemáticas)
dc.subject.ucmEstadística aplicada
dc.subject.unesco12 Matemáticas
dc.subject.unesco1209 Estadística
dc.titleNetwork Visualization of a Fuzzy Measure
dc.typejournal article
dc.type.hasVersionAM
dspace.entity.typePublication
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relation.isAuthorOfPublication.latestForDiscoverye556dae6-6552-4157-b98a-904f3f7c9101

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