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Material Type: Artigo
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A comparison of methods to avoid overfitting in neural networks training in the case of catchment runoff modellingPiotrowski, Adam P. ; Napiorkowski, Jarosław J.Journal of hydrology (Amsterdam), 2013-01, Vol.476, p.97-111 [Periódico revisado por pares]Kidlington: Elsevier B.VTexto completo disponível |
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Material Type: Artigo
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Machine Learning Generalisation across Different 3D Architectural HeritageGrilli, Eleonora ; Remondino, FabioISPRS international journal of geo-information, 2020-06, Vol.9 (6), p.379 [Periódico revisado por pares]Basel: MDPI AGTexto completo disponível |
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Material Type: Artigo
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Numerical Assessment of a Nonintrusive Surrogate Model Based on Recurrent Neural Networks and Proper Orthogonal Decomposition: Rayleigh-Bénard ConvectionAkbari, Saeed ; Pawar, Suraj ; San, OmerInternational journal of computational fluid dynamics, 2022-08, Vol.36 (7), p.599-617 [Periódico revisado por pares]Abingdon: Taylor & FrancisTexto completo disponível |
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Material Type: Artigo
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Prototyping a Social Media Flooding Photo Screening System Based on Deep LearningNing, Huan ; Li, Zhenlong ; Hodgson, Michael E. ; Wang, Cuizhen (Susan)ISPRS international journal of geo-information, 2020-02, Vol.9 (2), p.104 [Periódico revisado por pares]Basel: MDPI AGTexto completo disponível |
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Material Type: Artigo
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Nonintrusive Reduced Order Modelling of Convective Boussinesq FlowsDabaghian, Pedram H. ; Ahmed, Shady E. ; San, OmerInternational journal of computational fluid dynamics, 2022-08, Vol.36 (7), p.578-598 [Periódico revisado por pares]Abingdon: Taylor & FrancisTexto completo disponível |
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Material Type: Artigo
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Deep Learning Semantic Segmentation for Land Use and Land Cover Types Using Landsat 8 ImageryBoonpook, Wuttichai ; Tan, Yumin ; Nardkulpat, Attawut ; Torsri, Kritanai ; Torteeka, Peerapong ; Kamsing, Patcharin ; Sawangwit, Utane ; Pena, Jose ; Jainaen, MontriISPRS international journal of geo-information, 2023-01, Vol.12 (1), p.14 [Periódico revisado por pares]Basel: MDPI AGTexto completo disponível |
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Material Type: Artigo
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Semantic Segmentation of High-Resolution Airborne Images with Dual-Stream DeepLabV3Akcay, Ozgun ; Kinaci, Ahmet Cumhur ; Avsar, Emin Ozgur ; Aydar, UmutISPRS international journal of geo-information, 2022-01, Vol.11 (1), p.23 [Periódico revisado por pares]Basel: MDPI AGTexto completo disponível |
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Material Type: Artigo
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Joint Alternate Small Convolution and Feature Reuse for Hyperspectral Image ClassificationGao, Hongmin ; Yang, Yao ; Li, Chenming ; Zhou, Hui ; Qu, XiaoyuISPRS international journal of geo-information, 2018-09, Vol.7 (9), p.349 [Periódico revisado por pares]Basel: MDPI AGTexto completo disponível |
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Material Type: Artigo
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A Comparative Study to Estimate Fuel Consumption: A Simplified Physical Approach against a Data-Driven ModelLa Ferlita, Alessandro ; Qi, Yan ; Di Nardo, Emanuel ; el Moctar, Ould ; Schellin, Thomas E. ; Ciaramella, AngeloJournal of marine science and engineering, 2023-04, Vol.11 (4), p.850 [Periódico revisado por pares]Basel: MDPI AGTexto completo disponível |
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Material Type: Artigo
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Improved Ship Object Detection in Low-Illumination Environments Using RetinaMFANetMa, Ruixin ; Bao, Kexin ; Yin, YongJournal of marine science and engineering, 2022-12, Vol.10 (12), p.1996 [Periódico revisado por pares]Basel: MDPI AGTexto completo disponível |