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Advances in Intelligent Systems and Computing(1)
Lecture Notes in Networks and Systems(1)
Multiscale Forecasting Models(1)
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Ciencias de la computación(2)
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Multi-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:googlescopusMultiscale forecasting models
BookAbstract: This book presents two new decomposition methods to decompose a time series in intrinsic componentsPalabras claves:artificial neural networks, forecasting, Hankel matrix, Singular spectrum analysis, SINGULAR VALUE DECOMPOSITION, Stationary wavelet decomposition, TIME SERIESAutores:Lida BarbaFuentes: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:googlescopus