Network Visualization of a Fuzzy Measure
| dc.contributor.author | Carlos I. Pérez-Sechi | |
| dc.contributor.author | Castro Cantalejo, Javier | |
| dc.contributor.author | Gómez González, Daniel | |
| dc.contributor.author | Martín García, Daniel | |
| dc.contributor.author | Espínola Vílchez, María Rosario | |
| dc.contributor.author | Gutiérrez García-Pardo, Inmaculada | |
| dc.date.accessioned | 2026-01-09T09:14:03Z | |
| dc.date.available | 2026-01-09T09:14:03Z | |
| dc.date.issued | 2025 | |
| dc.description.abstract | This 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.department | Depto. de Estadística y Ciencia de los Datos | |
| dc.description.faculty | Fac. de Estudios Estadísticos | |
| dc.description.refereed | TRUE | |
| dc.description.status | inpress | |
| dc.identifier.officialurl | https://link.springer.com/series/7092 | |
| dc.identifier.uri | https://hdl.handle.net/20.500.14352/129723 | |
| dc.journal.title | Studies in Computational Intelligence | |
| dc.language.iso | eng | |
| dc.publisher | Springer Nature | |
| dc.rights | Attribution-NonCommercial-NoDerivatives 4.0 International | en |
| dc.rights.accessRights | restricted access | |
| dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/4.0/ | |
| dc.subject.cdu | 51 | |
| dc.subject.cdu | 311 | |
| dc.subject.keyword | Decision modeling | |
| dc.subject.keyword | Soft computing | |
| dc.subject.keyword | Fuzzy Measures | |
| dc.subject.keyword | Social Networks | |
| dc.subject.keyword | Graph Theory | |
| dc.subject.ucm | Matemáticas (Matemáticas) | |
| dc.subject.ucm | Estadística aplicada | |
| dc.subject.unesco | 12 Matemáticas | |
| dc.subject.unesco | 1209 Estadística | |
| dc.title | Network Visualization of a Fuzzy Measure | |
| dc.type | journal article | |
| dc.type.hasVersion | AM | |
| dspace.entity.type | Publication | |
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| relation.isAuthorOfPublication.latestForDiscovery | e556dae6-6552-4157-b98a-904f3f7c9101 |

