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Entropy(2)
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)(2)
Advances in Intelligent Systems and Computing(1)
Lecture Notes in Networks and Systems(1)
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Ciencias de la computación(4)
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Circulant singular value decomposition combined with a conventional neural network to improve the hake catches pbkp_rediction
Conference ObjectAbstract: This paper presents the one-step ahead forecasting of time series based on Singular Value DecompositPalabras claves:Autores:DIEGO GUILLERMO BARBA MAGGI, Lida Barba, Nibaldo RodríguezFuentes:googlescopusCombining multi-scalewavelet entropy and kernelized classification for bearing multi-fault diagnosis
ArticleAbstract: Discriminative feature extraction and rolling element bearing failure diagnostics are very importantPalabras claves:Kernel Extreme Learning Machine, Multi-scale entropy, Stationary Wavelet TransformAutores:Alvarez P., Cabrera-Guerrero G., Lida Barba, Nibaldo RodríguezFuentes:googlescopusForecast of traffic accidents based on components extraction and an autoregressive neural network with levenberg-marquardt
Conference ObjectAbstract: In this paper is proposed an improved one-step-ahead strategy for traffic accidents and injured forePalabras claves:Autoregressive Neural Network, Levenberg-Marquardt, SINGULAR VALUE DECOMPOSITIONAutores:Lida Barba, Nibaldo RodríguezFuentes:googlescopusMulti-resolution SVD, Linear Regression, and Extreme Learning Machine for Traffic Accidents Forecasting with Climatic Variable
Conference ObjectAbstract: The purpose of this work is to forecast variables related to traffic accidents in Ecuador since 2015Palabras claves:Extreme learning machine, forecasting, linear regression, Multiresolution singular value decomposition, traffic accidentsAutores:Ana Elizabeth Congacha, Lady Espinoza, Lida Barba, Nibaldo RodríguezFuentes:googlescopusImproved forecasting of CO<inf>2</inf> emissions based on an ANN and multiresolution decomposition
Conference ObjectAbstract: The sustainability of the environment is a shared goal of the United Nations. In this context, the fPalabras claves:Artificial Neural Network, Carbon dioxide, forecasting, Multiresolution decomposition, Stationary Wavelet TransformAutores:Lida Barba, Nibaldo RodríguezFuentes:googlescopusStationary wavelet-Fourier entropy and kernel extreme learning for bearing multi-fault diagnosis
ArticleAbstract: Bearing fault diagnosis methods play an important role in rotating machine health monitoring. In recPalabras claves:Fourier amplitude spectrum kernel extreme learning machine, Multi-scale entropy, Stationary wavelet packet transformAutores:Alvarez P., Cabrera-Guerrero G., Lida Barba, Nibaldo RodríguezFuentes:googlescopus