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2016 IEEE Latin American Conference on Computational Intelligence, LA-CCI 2016 - Proceedings(1)
Advances in Fuzzy Clustering and its Applications(1)
Applied Soft Computing Journal(1)
Expert Systems with Applications(1)
Handbook of Granular Computing(1)
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Clustering algorithm using rough set theory for unsupervised feature selection
Conference ObjectAbstract: Nowadays, the available data to describe real world problems grows in considerable manner, due to thPalabras claves:Autores:Diego Cabrera Mendieta, Diego R. Cabrera, Fannia Pacheco, Jose Valante De Oliveira, Li C., Mariela Cerrada Lozada, René-Vinicio Sánchez LojaFuentes:googlescopusAttribute clustering using rough set theory for feature selection in fault severity classification of rotating machinery
ArticleAbstract: Features extracted from real world applications increase dramatically, while machine learning methodPalabras claves:Attribute clustering, Fault severity classification, feature selection, Rotating machinery, Rough setAutores:Diego Cabrera Mendieta, Diego R. Cabrera, Fannia Pacheco, Jose Valante De Oliveira, Li C., Mariela Cerrada Lozada, René-Vinicio Sánchez LojaFuentes:googlescopusA comparison of dimension reduction techniques for support vector machine modeling of multi-parameter manufacturing quality pbkp_rediction
ArticleAbstract: Manufacturing quality pbkp_rediction model, as an effective measure to monitor the quality in advancPalabras claves:Isomap, LLE, Manufacturing quality pbkp_rediction, PCa, SVMAutores:Bai Y., Jose Valante De Oliveira, Li C., Li L., Long J., Sun Z., Zeng B.Fuentes:scopusA development of fuzzy encoding and decoding through fuzzy clustering
ArticleAbstract: Fuzzy clustering has emerged as a fundamental technique of information granulation. In this study, wPalabras claves:Boolean reconstruction, Encoding and decoding, Fuzzification coefficient, Fuzzy C-Means (FCM), Fuzzy vector quantization, Reconstruction error, Reconstruction problemAutores:Jose Valante De Oliveira, Pedrycz W.Fuentes:scopusA methodological framework using statistical tests for comparing machine learning based models applied to fault diagnosis in rotating machinery
Conference ObjectAbstract: Selecting an adequate machine learning model, e.g. for feature selection or classification, is a verPalabras claves:Autores:Diego Cabrera Mendieta, Diego R. Cabrera, Fannia Pacheco, Jose Valante De Oliveira, Li C., Mariela Cerrada Lozada, René-Vinicio Sánchez LojaFuentes:googlescopusAdvances in Fuzzy Clustering and its Applications
BookAbstract: Fuzzy clustering is now a mature and vibrant area of research with highly innovative advanced applicPalabras claves:Autores:Jose Valante De Oliveira, Pedrycz W.Fuentes:scopusAdvances in intelligent computing for diagnostics, prognostics, and system health management
Conference ObjectAbstract:Palabras claves:Autores:Jose Valante De Oliveira, Li C.Fuentes:scopusFuzzy Clustering as a Data-Driven Development Environment for Information Granules
Book PartAbstract:Palabras claves:alternating cluster estimation (ACE) framework, Cluster validity analysis, Fuzzy clustering essentials, Fuzzy set information granulation framework, Granular computing (GrC) and general computation theory, Granular computing and data algorithmic abstraction, Information granule fuzzy clustering formation, Possibilistic C-means clustering algorithmAutores:Fazendeiro P., Jose Valante De OliveiraFuentes:scopusFault Diagnosis for 3D Printers Using Suboptimal Networked Deep Learning
ArticleAbstract: For reliable and cost-saving diagnosis of 3D printer faults, a customer-goods level attitude sensorPalabras claves:3D Printing, BIG DATA, deep learning, Fault diagnosis, Suboptimal networkAutores:Jose Valante De Oliveira, Li C., Zhang S.Fuentes:scopusObserver-biased fuzzy clustering
ArticleAbstract: As generated by clustering algorithms, clusterings (or partitions) are hypotheses on data explanatioPalabras claves:Clustering algorithms, Fuzzy C-Means (FCM), Fuzzy Clustering, Machine learning, pattern recognition, ShrinkageAutores:Fazendeiro P., Jose Valante De OliveiraFuentes:scopus