Mostrando 5 resultados de: 5
Publisher
Computational Intelligence and Neuroscience(1)
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)(1)
Lecture Notes in Networks and Systems(1)
Mathematical Problems in Engineering(1)
Scientific World Journal(1)
Área temáticas
Ciencias de la computación(3)
Métodos informáticos especiales(3)
Otras ramas de la ingeniería(3)
Otros problemas y servicios sociales(2)
Física aplicada(1)
Área de conocimiento
Análisis de datos(3)
Transporte(3)
Aprendizaje automático(2)
Ciencias de la computación(1)
Clima(1)
Objetivos de Desarrollo Sostenible
ODS 3: Salud y bienestar(5)
ODS 9: Industria, innovación e infraestructura(4)
ODS 13: Acción por el clima(1)
A Novel Multilevel-SVD Method to Improve Multistep Ahead Forecasting in Traffic Accidents Domain
ArticleAbstract: Here is proposed a novel method for decomposing a nonstationary time series in components of low andPalabras claves:Autores:Lida Barba, Nibaldo RodríguezFuentes:googlescopusHybrid models based on singular values and autoregressive methods for multistep ahead forecasting of traffic accidents
ArticleAbstract: The traffic accidents occurrence urges the intervention of researchers and society; the human lossesPalabras claves:Autores: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:googlescopusSmoothing strategies combined with ARIMA and neural networks to improve the forecasting of traffic accidents
ArticleAbstract: Two smoothing strategies combined with autoregressive integrated moving average (ARIMA) and autoregrPalabras claves:Autores:Lida Barba, Montt C., 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:googlescopus