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Evaluation of statistical and machine learning models for time series prediction identifying the state-of-the-art and the best conditions for the use of each modelAntonio Rafael Sabino Parmezan Vinícius M. A Souza; Gustavo Enrique de Almeida Prado Alves BatistaInformation Sciences New York : Elsevier v. 484, p. 302-337, May 2019New York 2019Localização: ICMC - Inst. Ciên. Mat. Computação (PROD-2930914 )(Acessar) |
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Material Type: Artigo
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Innovative ensemble system based on mixed frequency modeling for wind speed point and interval forecastingYang, Wendong ; Hao, Mengying ; Hao, YanInformation sciences, 2023-04, Vol.622, p.560-586 [Periódico revisado por pares]Elsevier IncTexto completo disponível |
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Random vector functional link network for short-term electricity load demand forecastingRen, Ye ; Suganthan, P.N. ; Srikanth, N. ; Amaratunga, GehanInformation sciences, 2016-11, Vol.367-368, p.1078-1093 [Periódico revisado por pares]Elsevier IncTexto completo disponível |
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Novel deterministic and probabilistic forecasting methods for crude oil price employing optimized deep learning, statistical and hybrid modelsPurohit, Sourav Kumar ; Panigrahi, SibaramaInformation sciences, 2024-02, Vol.658, p.120021, Article 120021 [Periódico revisado por pares]Texto completo disponível |
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Material Type: Artigo
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A weighted LS-SVM based learning system for time series forecastingChen, Thao-Tsen ; Lee, Shie-JueInformation sciences, 2015-04, Vol.299, p.99-116 [Periódico revisado por pares]Elsevier IncTexto completo disponível |
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Material Type: Artigo
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FQTSFM: A fuzzy-quantum time series forecasting modelSingh, PritpalInformation sciences, 2021-08, Vol.566, p.57-79 [Periódico revisado por pares]Elsevier IncTexto completo disponível |
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Material Type: Artigo
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Information granules-based long-term forecasting of time series via BPNN under three-way decision frameworkZhu, Chenglong ; Ma, Xueling ; Zhang, Chao ; Ding, Weiping ; Zhan, JianmingInformation sciences, 2023-07, Vol.634, p.696-715 [Periódico revisado por pares]Elsevier IncTexto completo disponível |
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Material Type: Artigo
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Enhancing time series forecasting: A hierarchical transformer with probabilistic decomposition representationTong, Junlong ; Xie, Liping ; Yang, Wankou ; Zhang, Kanjian ; Zhao, JunshengInformation sciences, 2023-11, Vol.647, p.119410, Article 119410 [Periódico revisado por pares]Elsevier IncTexto completo disponível |
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Material Type: Artigo
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A hybrid multi-resolution multi-objective ensemble model and its application for forecasting of daily PM2.5 concentrationsLiu, Hui ; Duan, Zhu ; Chen, ChaoInformation sciences, 2020-04, Vol.516, p.266-292 [Periódico revisado por pares]Elsevier IncTexto completo disponível |
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Material Type: Artigo
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A hybrid fuzzy time series model based on granular computing for stock price forecastingChen, Mu-Yen ; Chen, Bo-TsuenInformation sciences, 2015-02, Vol.294, p.227-241 [Periódico revisado por pares]Elsevier IncTexto completo disponível |