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Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)(1)
Multiscale Forecasting Models(1)
Forecast 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: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:googlescopus