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Proceedings of the International Joint Conference on Neural Networks(2)
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Proceedings - 2015 IEEE Symposium Series on Computational Intelligence, SSCI 2015(1)
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scopus(6)
Neural Network Pbkp_rediction Interval Based on Joint Supervision
Conference ObjectAbstract: In this paper, a new pbkp_rediction interval model based on a joint supervision loss function for caPalabras claves:Joint supervision, neural network, pbkp_rediction intervalAutores:Cruz N., Doris A. Saez, Marin L.G.Fuentes:scopusLoad estimation for microgrid planning based on a self-organizing map methodology
ArticleAbstract: This study presents a novel load estimation method for isolated communities that do not receive enerPalabras claves:Load Profile, microgrid, planning, Self-organizing map (SOM)Autores:Doris A. Saez, Hernandez R., Jacqueline Llanos-Proano, Lacalle M., Lanas F., Marin L.G., Núñez A.A., Raúl E. MoralesFuentes:scopusReview on Fuzzy and Neural Pbkp_rediction Interval Modelling for Nonlinear Dynamical Systems
ArticleAbstract: The existing uncertainties during the operation of processes could strongly affect the performance oPalabras claves:fuzzy interval, neural network intervals, Pbkp_rediction Intervals, UNCERTAINTYAutores:Cartagena O., Doris A. Saez, Marin L.G., Munoz-Carpintero D., Parra S.Fuentes:scopusPbkp_rediction Intervals with LSTM Networks Trained by Joint Supervision
Conference ObjectAbstract: This paper presents an approach for pbkp_rediction interval generation by training a LSTM neural netPalabras claves:Joint supervision, LSTM, Microgrids, neural network, pbkp_rediction interval, Renewable, TIME SERIESAutores:Cruz N., Doris A. Saez, Marin L.G.Fuentes:scopusPbkp_rediction interval methodology based on fuzzy numbers and its extension to fuzzy systems and neural networks
ArticleAbstract: Pbkp_rediction interval modelling has been proposed in the literature to characterize uncertain phenPalabras claves:Fuzzy number, microgrid, neuronal network, pbkp_rediction interval, RENEWABLE ENERGYAutores:Cruz N., Doris A. Saez, Marin L.G., Núñez A.A., Sumner M.Fuentes:scopusPbkp_rediction interval modeling tuned by an improved teaching learning algorithm applied to load forecasting in microgrids
Conference ObjectAbstract: In recent years there has been growing interest in pbkp_rediction models for non-conventional energyPalabras claves:Autores:Doris A. Saez, Guitierrez L., Marin L.G., Núñez A.A., Veltman F.Fuentes:scopus