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IEEE Latin America Transactions(1)
Knowledge-Based Systems(1)
Proceedings - 2018 Prognostics and System Health Management Conference, PHM-Chongqing 2018(1)
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A Bayesian approach to consequent parameter estimation in probabilistic fuzzy systems and its application to bearing fault classification
ArticleAbstract: A bearing is an essential component in rotating machinery, one of its principal cause of failure, anPalabras claves:Bearing, Clustering, fault classification, Probabilistic Fuzzy systems, vibration analysisAutores:Delgado M., Diego Cabrera Mendieta, Diego R. Cabrera, Fannia Pacheco, Jose Valante De Oliveira, Ledo L., Li C., Mariela Cerrada Lozada, René-Vinicio Sánchez LojaFuentes:googlescopusGKFP: A new fuzzy clustering method applied to bearings diagnosis
Conference ObjectAbstract: This paper proposes a new clustering method called Gustafson-Kessel with Focal Point (GKFP). The proPalabras claves:Bayes Inference, Clustering, Fuzzy covariance matrix, GKFPAutores:Delgado M., Diego Cabrera Mendieta, Diego R. Cabrera, Jose Valante De Oliveira, Ledo L., Li C., Mariela Cerrada Lozada, René-Vinicio Sánchez LojaFuentes:googlescopusSynthesis of probabilistic fuzzy classifiers using GK clustering and Bayesian estimation
ArticleAbstract: The paper presents an automatic rule-base design of probabilistic fuzzy systems developed for classiPalabras claves:automatic design, Clustering, fuzzy classifiers, Probabilistic Fuzzy systemsAutores:Delgado M., Jose Valante De Oliveira, Ledo L.Fuentes:scopus