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Material Type: Artigo
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Bias and Unfairness in Machine Learning Models: A Systematic Review on Datasets, Tools, Fairness Metrics, and Identification and Mitigation MethodsPagano, Tiago P. ; Loureiro, Rafael B. ; Lisboa, Fernanda V. N. ; Peixoto, Rodrigo M. ; Guimarães, Guilherme A. S. ; Cruz, Gustavo O. R. ; Araujo, Maira M. ; Santos, Lucas L. ; Cruz, Marco A. S. ; Oliveira, Ewerton L. S. ; Winkler, Ingrid ; Nascimento, Erick G. S.Big data and cognitive computing, 2023-01, Vol.7 (1), p.15 [Periódico revisado por pares]Basel: MDPI AGTexto completo disponível |
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Material Type: Artigo
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Context-Based Patterns in Machine Learning Bias and Fairness Metrics: A Sensitive Attributes-Based ApproachPagano, Tiago P. ; Loureiro, Rafael B. ; Lisboa, Fernanda V. N. ; Cruz, Gustavo O. R. ; Peixoto, Rodrigo M. ; Guimarães, Guilherme A. de Sousa ; Oliveira, Ewerton L. S. ; Winkler, Ingrid ; Nascimento, Erick G. SperandioBig data and cognitive computing, 2023-01, Vol.7 (1), p.27 [Periódico revisado por pares]Basel: MDPI AGTexto completo disponível |
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Material Type: Artigo
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Hybrid Self-Adaptive Evolution Strategies Guided by Neighborhood Structures for Combinatorial Optimization ProblemsCoelho, V. N. ; Coelho, I. M. ; Souza, M. J. F. ; Oliveira, T. A. ; Cota, L. P. ; Haddad, M. N. ; Mladenovic, N. ; Silva, R. C. P. ; Guimarães, F. G.Evolutionary computation, 2016-12, Vol.24 (4), p.637-666 [Periódico revisado por pares]One Rogers Street, Cambridge, MA 02142-1209, USA: MIT PressTexto completo disponível |
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Material Type: Artigo
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Video segmentation based on 2D image analysisGuimarães, Silvio Jamil Ferzoli ; Couprie, Michel ; de Albuquerque Araújo, Arnaldo ; Jerônimo Leite, NeucimarPattern recognition letters, 2003-04, Vol.24 (7), p.947-957 [Periódico revisado por pares]Elsevier B.VTexto completo disponível |
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Material Type: Ata de Congresso
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Design Considerations for Drill-down ChartsGuimares, R. V. ; Soares, A. G. M. ; Carneiro, N. J. S. ; Meiguins, A. S. ; Meiguins, B. S.2011 15th International Conference on Information Visualisation, 2011, p.73-79IEEETexto completo disponível |
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Material Type: Ata de Congresso
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TCSVM - A Cascade Approach with Transductive Inference to Predicting Protein Translation Initiation SiteGuimaraes, Wallison W. ; Pinto, Cristiano L. N. ; Nobre, Cristiane N. ; Zarate, Luis E.2018 International Joint Conference on Neural Networks (IJCNN), 2018, p.1-8IEEETexto completo disponível |
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Material Type: Ata de Congresso
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Self-adaptive mutation in the differential evolutionPedrosa Silva, Rodrigo César ; Lopes, Rodolfo ; Guimarães, FredericoProceedings of the 13th annual conference on genetic and evolutionary computation, 2011, p.1939-1946ACMTexto completo disponível |
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8 |
Material Type: Ata de Congresso
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Originality and diversity in the artificial evolution of melodiesde Freitas, Alan ; Guimarães, FredericoProceedings of the 13th annual conference on genetic and evolutionary computation, 2011, p.419-426ACMTexto completo disponível |
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9 |
Material Type: Ata de Congresso
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A multiobjective genetic algorithm for automatic orthogonal graph drawingNeta, Bernadete Maria ; Araújo, Gustavo ; Guimaraes, Frederico ; Mesquita, RenatoProceedings of the 13th annual conference on genetic and evolutionary computation, 2011, p.925-932ACMTexto completo disponível |
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10 |
Material Type: Ata de Congresso
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A method for cut detection based on visual rhythmGuimar, S.J.F. ; Couprie, M. ; Leite, N.J. ; De Albuquerque AraujoProceedings XIV Brazilian Symposium on Computer Graphics and Image Processing, 2001, p.297-304IEEETexto completo disponível |