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Explainable artificial intelligence (XAI) from theory to methods and applicationsEvandro Scudeleti Ortigossa Thales Gonçalves; Luis Gustavo NonatoIEEE Access Piscataway : IEEE, 2024 In pressPiscataway 2024Localização: ICMC - Inst. Ciên. Mat. Computação (PROD-3199630 )(Acessar) |
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Classifying el niño-southern oscillation combining network science and machine learningMatheus A. de Castro Santos Didier A Vega-Oliveros; Liang Zhao; Lilian BertonIEEE Access Piscataway v. 8, p. 55711-55723, 2020Piscataway 2020Localização: FFCLRP - Fac. Fil. Ciên. Let. de R. Preto (pcd 3039127 Acervo Digital )(Acessar) |
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Peeking Inside the Black-Box: A Survey on Explainable Artificial Intelligence (XAI)Adadi, Amina ; Berrada, MohammedIEEE access, 2018-01, Vol.6, p.52138-52160 [Periódico revisado por pares]Piscataway: IEEETexto completo disponível |
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Explainable Machine Learning for Scientific Insights and DiscoveriesRoscher, Ribana ; Bohn, Bastian ; Duarte, Marco F. ; Garcke, JochenIEEE access, 2020, Vol.8, p.42200-42216 [Periódico revisado por pares]Piscataway: IEEETexto completo disponível |
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Material Type: Artigo
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Prediction of Diabetes Empowered With Fused Machine LearningAhmed, Usama ; Issa, Ghassan F. ; Khan, Muhammad Adnan ; Aftab, Shabib ; Khan, Muhammad Farhan ; Said, Raed A. T. ; Ghazal, Taher M. ; Ahmad, MunirIEEE access, 2022, Vol.10, p.8529-8538 [Periódico revisado por pares]Piscataway: IEEETexto completo disponível |
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Material Type: Artigo
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A Review on Machine Learning Styles in Computer Vision - Techniques and Future DirectionsMahadevkar, Supriya V. ; Khemani, Bharti ; Patil, Shruti ; Kotecha, Ketan ; Vora, Deepali ; Abraham, Ajith ; Gabralla, Lubina AbdelkareimIEEE access, 2022, Vol.10, p.1-1 [Periódico revisado por pares]Piscataway: IEEETexto completo disponível |
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Unsupervised K-Means Clustering AlgorithmSinaga, Kristina P. ; Yang, Miin-ShenIEEE access, 2020, Vol.8, p.80716-80727 [Periódico revisado por pares]Piscataway: IEEETexto completo disponível |
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Material Type: Artigo
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The Matthews Correlation Coefficient (MCC) is More Informative Than Cohen's Kappa and Brier Score in Binary Classification AssessmentChicco, Davide ; Warrens, Matthijs J. ; Jurman, GiuseppeIEEE access, 2021, Vol.9, p.78368-78381 [Periódico revisado por pares]Piscataway: IEEETexto completo disponível |
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Material Type: Artigo
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Review of Deep Learning Algorithms and ArchitecturesShrestha, Ajay ; Mahmood, AusifIEEE access, 2019, Vol.7, p.53040-53065 [Periódico revisado por pares]Piscataway: IEEETexto completo disponível |
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Material Type: Artigo
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Deep Learning Applications in Medical Image AnalysisKer, Justin ; Wang, Lipo ; Rao, Jai ; Lim, TchoyosonIEEE access, 2018-01, Vol.6, p.9375-9389 [Periódico revisado por pares]Piscataway: IEEETexto completo disponível |