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Advances in Intelligent Systems and Computing(1)
Brazilian Journal of Probability and Statistics(1)
Communications in Computer and Information Science(1)
Proceedings - 3rd International Conference on Information Systems and Software Technologies, ICI2ST 2022(1)
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Analysis of Chaos and Predicting the Price of Crude Oil in Ecuador Using Deep Learning Models
Conference ObjectAbstract: This paper studied deterministic chaotic behaviour and prediction of WTI crude oil daily price timePalabras claves:Chaotic time series, Crude oil, Neural networks, Time series pbkp_redictionAutores:Génesis Carillo, María J. Ayala, Naomi Cedeño, Saba Rafael Infante, Sebastián LalvayFuentes:scopusFunctional ANOVA for Modelling Temperature Profiles in Ecuador
Conference ObjectAbstract: The experiments obtained from global and regional climate models have recently become popular and arPalabras claves:Anova, Climate models, functional data, Markov Chain Monte CarloAutores:Génesis Carrillo, Isidro Rafael Amaro, Julio Armas, Saba Rafael InfanteFuentes:scopusEnsemble Kalman Filter and Extended Kalman Filter for State-Parameter Dual Estimation in Mixed Effects Models Defined by a Stochastic Differential Equation
Conference ObjectAbstract: The biological processes that occur in the real world have complex dynamics. Mathematical models thaPalabras claves:Dual ensemble Kalman filter, Dual extended Kalman filter, Mixed effects models, Stochastic differential equationAutores:Jose Soto, Saba Rafael InfanteFuentes:scopusPolynomial Chaos based on the parallelized ensemble Kalman filter to estimate precipitation states
ArticleAbstract: This article develops a methodology combining methods of numerical analysis and stochastic differentPalabras claves:Numerical Methods, Parallelized ensemble Kalman filter, Polynomial chaos, Stochastic differential equationsAutores:Griffin V., Luis Sánchez, Marcano J., Saba Rafael InfanteFuentes:googlescopusSpatio-temporal dynamic model and parallelized ensemble kalman filter for precipitation data
ArticleAbstract: This paper presents a spatiotemporal dynamic model which allows Bayesian inference of precipitationPalabras claves:Missing data, Parallelized ensemble Kalman filter, Precipitation modeling, Spatio temporal models, Stochastic integro-difference equationAutores:Griffin V., Luis Sánchez, Rey-Lago D., Saba Rafael InfanteFuentes:googlescopusUnscented Kalman Filter and Gauss-Hermite Kalman Filter for Range-Bearing Target Tracking
Conference ObjectAbstract: Radar systems are used for estimating the position and velocity of aircraft and ships from range andPalabras claves:Gauss-Hermite Kalman filter, Target tracking, Unscented kalman filterAutores:Aracelis Hernández, Gabriel Barragán, Saba Rafael InfanteFuentes:scopus