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Proceedings of the International Joint Conference on Neural Networks(2)
Expert Systems with Applications(1)
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Aprendizaje automático(3)
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Neural Network Prediction Interval Based on Joint Supervision
Conference ObjectAbstract: In this paper, a new prediction interval model based on a joint supervision loss function for capturPalabras claves:Joint supervision, neural network, pbkp_rediction intervalAutores:Cruz N., Doris A. Saez, Marin L.G.Fuentes:scopusPrediction Intervals with LSTM Networks Trained by Joint Supervision
Conference ObjectAbstract: This paper presents an approach for prediction interval generation by training a LSTM neural networkPalabras claves:Joint supervision, LSTM, Microgrids, neural network, pbkp_rediction interval, Renewable, TIME SERIESAutores:Cruz N., Doris A. Saez, Marin L.G.Fuentes:scopusPrediction interval methodology based on fuzzy numbers and its extension to fuzzy systems and neural networks
ArticleAbstract: Prediction interval modelling has been proposed in the literature to characterize uncertain phenomenPalabras 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:scopus