Autores
Batyrshin Ildar
Martínez Muñoz Jorge
Título Design of fuzzy knowledge based systems with multi-set confidence models
Tipo Congreso
Sub-tipo SCOPUS
Descripción 2011 IEEE International Conference on Systems, Man and Cybernetics; SMC 2011
Resumen In many application domains, the use of AI has been restrained due to the lack of viable models and tools for dealing with evaluations of uncertainties of domain knowledge. One of the feasible alternatives is based on fuzzy algebras of strict monotonic operations with multisets. Nevertheless the implementation of such a model in knowledge engineering tools is a challenging issue since many traditional approaches do not work for such model. In the paper, the multiset-based model of uncertainty is proposed and associated specifics of the construction and validation of such knowledge-based systems is discussed. The underlying model and engineering tools have been used in applications for petroleum engineering, which illustrate the proposed approach.
Observaciones Article number 6083680; Code 87707 DOI: 10.1109/ICSMC.2011.6083680 http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6083680&tag=1
Lugar Anchorage, AK
País Estados Unidos
No. de páginas 290-295
Vol. / Cap. 2011
Inicio 2011-10-09
Fin 2011-10-12
ISBN/ISSN 978-145770652-3