2026-06-01T19:13:01Zhttps://docta.ucm.es/rest/oai/requestoai:docta.ucm.es:20.500.14352/999992025-02-05T01:16:14Zcom_20.500.14352_14col_20.500.14352_15
Fuzzy measures: a solution to deal with community detection problems for networks with additional information
Gutiérrez García-Pardo, Inmaculada
Gómez González, Daniel
Castro Cantalejo, Javier
Espínola Vílchez, María Rosario
Kahraman, Cengiz
004.6
51
519.2
Fuzzy clustering
Networks
Community detection
Fuzzy graph
Matemáticas (Matemáticas)
Estadística
1209.03 Análisis de Datos
12 Matemáticas
1209 Estadística
In this work we introduce the notion of the weighted graph associated with a fuzzy measure. Having a finite set of elements between which there exists an affinity fuzzy relation, we propose the definition of a group based on that affinity fuzzy relation between the individuals. Then, we propose an algorithm based on the Louvain’s method to deal with community detection problems with additional information independent of the graph. We also provide a particular method to solve community detection problems over extended fuzzy graphs. Finally, we test the performance of our proposal by means of some detailed computational tests calculated in several benchmark models.
Ministerio de Ciencia e Innovación (España)
Depto. de Estadística y Ciencia de los Datos
Fac. de Estudios Estadísticos
TRUE
pub
2024-02-07T13:36:37Z
2024-02-07T13:36:37Z
2020
journal article
VoR
https://hdl.handle.net/20.500.14352/99999
1064-1246
10.3233/JIFS-189091
1875-8967
eng
info:eu-repo/grantAgreement/MINECO//MTM2015-70550-P/ES/ANALISIS JUEGO-TEORICO DE LAS REDES SOCIALES/
info:eu-repo/grantAgreement/AEI/Plan Estatal de Investigación Científica y Técnica y de Innovación 2017-2020/PGC2018-096509-B-I00/ES/GESTION INTELIGENTE DE INFORMACION BORROSA/
info:eu-repo/grantAgreement/MINECO//TIN2015-66471-P/ES/TECNICAS DE OBTENCION, PROCESAMIENTO Y REPRESENTACION DE INFORMACION DIFUSA PARA LA TOMA DE DECISIONES/
Gutiérrez, Inmaculada et al. ‘Fuzzy Measures: A Solution to Deal with Community Detection Problems for Networks with Additional Information’. 1 Jan. 2020 : 6217 – 6230
restricted access
application/pdf
IOS Press