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Computational Intelligence and Neuroscience(1)
Expert Systems with Applications(1)
Proceedings - 2018 International Conference on Sensing, Diagnostics, Prognostics, and Control, SDPC 2018(1)
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A hybrid prototype selection-based deep learning approach for anomaly detection in industrial machines
ArticleAbstract: Anomaly detection in time series is an important task to many applications, e.g, the maintenance polPalabras claves:Anomaly detection, deep learning, prototype selection, Rotating machineryAutores:Diego Cabrera Mendieta, Diego R. Cabrera, Filho C.J.A.B., Mariela Cerrada Lozada, Monteiro R.P., René-Vinicio Sánchez LojaFuentes:googlescopusConvolutional Neural Networks Using Fourier Transform Spectrogram to Classify the Severity of Gear Tooth Breakage
Conference ObjectAbstract: Gearboxes are essential devices for some applications, e.g., industrial rotating mechanical machinesPalabras claves:Convolutional neural network, Fault severity, Fourier transform, Gearbox Diagnosis, SpectrogramAutores:Diego R. Cabrera, Filho C.J.A.B., Mariela Cerrada Lozada, Monteiro R.P., René-Vinicio Sánchez LojaFuentes:scopusUsing a Support Vector Machine Based Decision Stage to Improve the Fault Diagnosis on Gearboxes
ArticleAbstract: Gearboxes are mechanical devices that play an essential role in several applications, e.g., the tranPalabras claves:Autores:Diego R. Cabrera, Filho C.J.A.B., Mariela Cerrada Lozada, Monteiro R.P., René-Vinicio Sánchez LojaFuentes:scopus