General overlap functions
| العنوان: | General overlap functions |
|---|---|
| المؤلفون: | Javier Montero, J. Tinguaro Rodríguez, José Antonio Sanz, Graçaliz Pereira Dimuro, Laura De Miguel, Daniel Gómez, Humberto Bustince |
| المساهمون: | Universidad Pública de Navarra. Departamento de Automática y Computación, Universidad Pública de Navarra / Nafarroako Unibertsitate Publikoa. ISC - Institute of Smart Cities, Nafarroako Unibertsitate Publikoa. Automatika eta Konputazioa Saila, Universidad Pública de Navarra / Nafarroako Unibertsitate Publikoa. |
| المصدر: | Academica-e. Repositorio Institucional de la Universidad Pública de Navarra instname |
| بيانات النشر: | Elsevier BV, 2019. |
| سنة النشر: | 2019 |
| مصطلحات موضوعية: | 0209 industrial biotechnology, Government, Overlap functions, Logic, Library science, 02 engineering and technology, General overlap functions, 020901 industrial engineering & automation, Work (electrical), Artificial Intelligence, Scientific development, 0202 electrical engineering, electronic engineering, information engineering, 020201 artificial intelligence & image processing, Aggregation functions, Mathematics |
| الوصف: | As a generalization of bivariate overlap functions, which measure the degree of overlapping (intersection for non-crisp sets) of n different classes, in this paper we introduce the concept of general overlap functions. We characterize the class of general overlap functions and include some construction methods by means of different aggregation and bivariate overlap functions. Finally, we apply general overlap functions to define a new matching degree in a classification problem. We deduce that the global behavior of these functions is slightly better than some other methods in the literature. The work has been supported by the Research Services of the Universidad Publica de Navarra, the research projects TIN2016-77356-P (AEI/FEDER, UE) and TIN2015-66471-P from the Government of Spain and by the Brazilian National Counsel of Technological and Scientific Development CNPq (Proc. 233950/2014-1, 306970/2013-9, 307781/2016-0) and by Caixa and Fundación Caja Navarra of Spain. |
| وصف الملف: | application/pdf |
| تدمد: | 0165-0114 |
| DOI: | 10.1016/j.fss.2018.08.003 |
| URL الوصول: | https://explore.openaire.eu/search/publication?articleId=doi_dedup___::69f8861fb481ab889e664a33649caffb https://doi.org/10.1016/j.fss.2018.08.003 |
| Rights: | OPEN |
| رقم الانضمام: | edsair.doi.dedup.....69f8861fb481ab889e664a33649caffb |
| قاعدة البيانات: | OpenAIRE |
| تدمد: | 01650114 |
|---|---|
| DOI: | 10.1016/j.fss.2018.08.003 |