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Publisher
2013 10th International Conference on Electrical Engineering, Computing Science and Automatic Control, CCE 2013(1)
IEEE Latin America Transactions(1)
Proceedings of the International Joint Conference on Neural Networks(1)
Automatic model selection in ensembles for time series forecasting
ArticleAbstract: Long-term forecasting in time series is still an open problem, but promising advances have been achiPalabras claves:Building Ensembles, Meta-Features, Multi-Step Time Series Pbkp_rediction, Self-Organizing MapsAutores:Gomez P., Rigoberto Fonseca-DelgadoFuentes:googlescopusAn assessment of ten-fold and Monte Carlo cross validations for time series forecasting
Conference ObjectAbstract: On a meta-learning process, the key is to build a reliable meta-training data set, which requires thPalabras claves:Autores:Gomez-Gil P., Rigoberto Fonseca-DelgadoFuentes:googlescopusSelecting and combining models with self-organizing maps for long-term forecasting of chaotic time series
Conference ObjectAbstract: When time series are generated by chaotic systems, a reasonable estimation of large pbkp_rediction hPalabras claves:Autores:Gomez-Gil P., Rigoberto Fonseca-DelgadoFuentes:googlescopus