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Material Type: Artigo
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A review of uncertainty quantification in deep learning: Techniques, applications and challengesAbdar, Moloud ; Pourpanah, Farhad ; Hussain, Sadiq ; Rezazadegan, Dana ; Liu, Li ; Ghavamzadeh, Mohammad ; Fieguth, Paul ; Cao, Xiaochun ; Khosravi, Abbas ; Acharya, U. Rajendra ; Makarenkov, Vladimir ; Nahavandi, SaeidInformation fusion, 2021-12, Vol.76, p.243-297 [Periódico revisado por pares]Elsevier B.VTexto completo disponível |
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Material Type: Artigo
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Privacy and Robustness in Federated Learning: Attacks and DefensesLyu, Lingjuan ; Yu, Han ; Ma, Xingjun ; Chen, Chen ; Sun, Lichao ; Zhao, Jun ; Yang, Qiang ; Yu, Philip S.IEEE transaction on neural networks and learning systems, 2024-07, Vol.35 (7), p.8726-8746United States: IEEETexto completo disponível |
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Material Type: Artigo
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Fusing Blockchain and AI With Metaverse: A SurveyYang, Qinglin ; Zhao, Yetong ; Huang, Huawei ; Xiong, Zehui ; Kang, Jiawen ; Zheng, ZibinIEEE open journal of the Computer Society, 2022, Vol.3, p.122-136 [Periódico revisado por pares]New York: IEEETexto completo disponível |
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Material Type: Artigo
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A Comprehensive Review of Stability Analysis of Continuous-Time Recurrent Neural NetworksZhang, Huaguang ; Wang, Zhanshan ; Liu, DerongIEEE transaction on neural networks and learning systems, 2014-07, Vol.25 (7), p.1229-1262New York, NY: IEEETexto completo disponível |
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Material Type: Artigo
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A Survey on Explainable Artificial Intelligence (XAI): Toward Medical XAITjoa, Erico ; Guan, CuntaiIEEE transaction on neural networks and learning systems, 2021-11, Vol.32 (11), p.4793-4813United States: IEEETexto completo disponível |
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Material Type: Artigo
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Detection of suicide-related posts in Twitter data streamsVioules, M. J. ; Moulahi, B. ; Aze, J. ; Bringay, S.IBM journal of research and development, 2018-01, Vol.62 (1), p.7-7:12 [Periódico revisado por pares]Ibm CorporationTexto completo disponível |
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Material Type: Artigo
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Merge-and-Shrink Abstraction: A Method for Generating Lower Bounds in Factored State SpacesHELMERT, Malte ; HASLUM, Patrik ; HOFFMANN, Jörg ; NISSIM, RazJournal of the ACM, 2014-05, Vol.61 (3), p.1-63 [Periódico revisado por pares]New York, NY: Association for Computing MachineryTexto completo disponível |
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Material Type: Artigo
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The Nested Chinese Restaurant Process and Bayesian Nonparametric Inference of Topic HierarchiesBLEI, David M ; GRIFFITHS, Thomas L ; JORDAN, Michael IJournal of the ACM, 2010, Vol.57 (2), p.1-30 [Periódico revisado por pares]New York, NY: Association for Computing MachineryTexto completo disponível |
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Material Type: Artigo
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The coefficient of determination R-squared is more informative than SMAPE, MAE, MAPE, MSE and RMSE in regression analysis evaluationChicco, Davide ; Warrens, Matthijs J ; Jurman, GiuseppePeerJ. Computer science, 2021-07, Vol.7, p.e623-e623, Article e623 [Periódico revisado por pares]San Diego: PeerJ. LtdTexto completo disponível |
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Material Type: Artigo
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Policy Iteration Adaptive Dynamic Programming Algorithm for Discrete-Time Nonlinear SystemsLiu, Derong ; Wei, QinglaiIEEE transaction on neural networks and learning systems, 2014-03, Vol.25 (3), p.621-634New York, NY: IEEETexto completo disponível |