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Material Type: Livro
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An Introduction to Machine LearningKubat, MiroslavNetherlands: Springer Nature 2015Texto completo disponível |
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Material Type: Artigo
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Ensemble machine learning paradigms in hydrology: A reviewZounemat-Kermani, Mohammad ; Batelaan, Okke ; Fadaee, Marzieh ; Hinkelmann, ReinhardJournal of hydrology (Amsterdam), 2021-07, Vol.598, p.126266, Article 126266 [Periódico revisado por pares]Elsevier B.VTexto completo disponível |
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Material Type: Livro
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Machine Learning: A Bayesian and Optimization PerspectiveTheodoridis, SergiosSan Diego: Elsevier Science & Technology 2015Texto completo disponível |
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Material Type: Artigo
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Machine learning to assist filtered two‐fluid model development for dense gas–particle flowsZhu, Li‐Tao ; Tang, Jia‐Xun ; Luo, Zheng‐HongAIChE journal, 2020-06, Vol.66 (6), p.n/a [Periódico revisado por pares]Hoboken, USA: John Wiley & Sons, IncTexto completo disponível |
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Material Type: Artigo
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An Optical Communication's Perspective on Machine Learning and Its ApplicationsKhan, Faisal Nadeem ; Fan, Qirui ; Lu, Chao ; Lau, Alan Pak TaoJournal of lightwave technology, 2019-01, Vol.37 (2), p.493-516 [Periódico revisado por pares]New York: IEEETexto completo disponível |
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Material Type: Artigo
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A Survey on Data Collection for Machine Learning: A Big Data - AI Integration PerspectiveRoh, Yuji ; Heo, Geon ; Whang, Steven EuijongIEEE transactions on knowledge and data engineering, 2021-04, Vol.33 (4), p.1328-1347 [Periódico revisado por pares]IEEETexto completo disponível |
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Material Type: Artigo
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Statistical machine‐learning–based predictive control of uncertain nonlinear processesWu, Zhe ; Alnajdi, Aisha ; Gu, Quanquan ; Christofides, Panagiotis D.AIChE journal, 2022-05, Vol.68 (5), p.n/a [Periódico revisado por pares]Hoboken, USA: John Wiley & Sons, IncTexto completo disponível |
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Material Type: Artigo
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Applied machine learning: Forecasting heat load in district heating systemIdowu, Samuel ; Saguna, Saguna ; Åhlund, Christer ; Schelén, OlovEnergy and buildings, 2016-12, Vol.133, p.478-488 [Periódico revisado por pares]Lausanne: Elsevier B.VTexto completo disponível |
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Material Type: Artigo
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A review of vibration-based damage detection in civil structures: From traditional methods to Machine Learning and Deep Learning applicationsAvci, Onur ; Abdeljaber, Osama ; Kiranyaz, Serkan ; Hussein, Mohammed ; Gabbouj, Moncef ; Inman, Daniel J.Mechanical systems and signal processing, 2021-01, Vol.147, p.107077, Article 107077 [Periódico revisado por pares]Berlin: Elsevier LtdTexto completo disponível |
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Material Type: Artigo
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A performance comparison of supervised machine learning models for Covid-19 tweets sentiment analysisRustam, Furqan ; Khalid, Madiha ; Aslam, Waqar ; Rupapara, Vaibhav ; Mehmood, Arif ; Choi, Gyu Sang Mumtaz, WajidPloS one, 2021-02, Vol.16 (2), p.e0245909-e0245909 [Periódico revisado por pares]United States: Public Library of ScienceTexto completo disponível |