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Material Type: Livro
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Gaussian Processes for Machine LearningRasmussen, Carl Edward ; Williams, Christopher K. ICambridge: MIT Press 2005Texto completo disponível |
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Material Type: Artigo
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Review on data-driven modeling and monitoring for plant-wide industrial processesGe, ZhiqiangChemometrics and intelligent laboratory systems, 2017-12, Vol.171, p.16-25 [Periódico revisado por pares]Elsevier B.VTexto completo disponível |
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Material Type: Livro
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High-Dimensional Statistics: A Non-Asymptotic ViewpointWainwright, Martin J.New York, NY: Cambridge University Press 2019Sem texto completo |
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Material Type: Livro
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Mathematics of Fuzzy Sets and Fuzzy LogicBede, BarnabasBerlin, Heidelberg: Springer Nature 2012Sem texto completo |
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Material Type: Artigo
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The Little Engine That Could: Regularization by Denoising (RED)Romano, Yaniv ; Elad, Michael ; Milanfar, PeymanSIAM journal on imaging sciences, 2017-01, Vol.10 (4), p.1804-1844 [Periódico revisado por pares]Texto completo disponível |
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Material Type: Artigo
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Be aware of error measures. Further studies on validation of predictive QSAR modelsRoy, Kunal ; Das, Rudra Narayan ; Ambure, Pravin ; Aher, Rahul B.Chemometrics and intelligent laboratory systems, 2016-03, Vol.152, p.18-33 [Periódico revisado por pares]Elsevier B.VTexto completo disponível |
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Material Type: Livro
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Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and ControlBrunton, Steven L. ; Kutz, J. NathanNew York, NY: Cambridge University Press 2019Sem texto completo |
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Material Type: Artigo
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Optimal ratio for data splittingJoseph, V. RoshanStatistical analysis and data mining, 2022-08, Vol.15 (4), p.531-538 [Periódico revisado por pares]Hoboken: Wiley Subscription Services, Inc., A Wiley CompanyTexto completo disponível |
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Material Type: Artigo
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Deep Convolutional Framelets: A General Deep Learning Framework for Inverse ProblemsYe, Jong Chul ; Han, Yoseob ; Cha, EunjuSIAM journal on imaging sciences, 2018-01, Vol.11 (2), p.991-1048 [Periódico revisado por pares]Texto completo disponível |
10 |
Material Type: Artigo
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LightGBM-PPI: Predicting protein-protein interactions through LightGBM with multi-information fusionChen, Cheng ; Zhang, Qingmei ; Ma, Qin ; Yu, BinChemometrics and intelligent laboratory systems, 2019-08, Vol.191, p.54-64 [Periódico revisado por pares]Elsevier B.VTexto completo disponível |