Fuzzy inference systems: an integrated modelling environment for collaboration between expert knowledge and data using Fispro - Archive ouverte HAL Accéder directement au contenu
Article Dans Une Revue Expert Systems with Applications Année : 2012

Fuzzy inference systems: an integrated modelling environment for collaboration between expert knowledge and data using Fispro

Résumé

The present paper aims to demonstrate the interest of fuzzy inference systems in system modeling when human interaction is important. It discusses the originality of FIS and their capability to integrate exper-tise and rule learning from data into a single framework, analyzing their place relatively to concurrent approaches. An open source software implementation is presented, with a focus on the useful features for modeling. Two real world case studies are presented to illustrate the approach and the software utility.
Fichier principal
Vignette du fichier
mo2012-pub00037662.pdf (1000.43 Ko) Télécharger le fichier
Origine : Fichiers produits par l'(les) auteur(s)
Loading...

Dates et versions

hal-01152831 , version 1 (18-05-2015)

Identifiants

Citer

S. Guillaume, Brigitte Charnomordic. Fuzzy inference systems: an integrated modelling environment for collaboration between expert knowledge and data using Fispro. Expert Systems with Applications, 2012, 39 (10), pp.8744-8755. ⟨10.1016/j.eswa.2012.01.206⟩. ⟨hal-01152831⟩
119 Consultations
1620 Téléchargements

Altmetric

Partager

Gmail Facebook X LinkedIn More