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Material Type: Artigo
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Evolutionary inversion of class distribution in overlapping areas for multi-class imbalanced learningEverlandio Rebouças Queiroz Fernandes André Carlos Ponce de Leon Ferreira de CarvalhoInformation Sciences New York : Elsevier v. 494, p. 141-154, Aug. 2019New York 2019Localização: ICMC - Inst. Ciên. Mat. Computação (PROD-2940676 )(Acessar) |
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Material Type: Artigo
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An extensive experimental evaluation of automated machine learning methods for recommending classification algorithmsMárcio Porto Basgalupp Rodrigo Coelho Barros; Alex Guimarães Cardoso de Sá; Gisele Lobo Pappa; Rafael Gomes Mantovani; André Carlos Ponce de Leon Ferreira de Carvalho; Alex A FreitasEvolutionary Intelligence Heidelberg v. 14, n. 4, p. 1895-1914, Dec. 2021Heidelberg 2021Localização: ICMC - Inst. Ciên. Mat. Computação (PROD-3003606 )(Acessar) |
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3 |
Material Type: Artigo
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Better trees an empirical study on hyperparameter tuning of classification decision tree induction algorithmsRafael Gomes Mantovani Tomás Horváth; André Luis Debiaso Rossi; Ricardo Cerri; Sylvio Barbon Júnior; Joaquin Vanschoren; André Carlos Ponce de Leon Ferreira de CarvalhoData Mining and Knowledge Discovery Dordrecht v. 38, n. 3, p. 1364-1416, May 2024Dordrecht 2024Localização: ICMC - Inst. Ciên. Mat. Computação (PROD-3180075 )(Acessar) |
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4 |
Material Type: Artigo
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An empirical analysis of binary transformation strategies and base algorithms for multi-label learningAdriano Rivolli Jesse Read; Carlos Soares; Bernhard Pfahringer; André Carlos Ponce de Leon Ferreira de CarvalhoMachine Learning Dordrecht : Springer v. 109, n. 8, p. 1509-1563, Aug. 2020Dordrecht 2020Localização: ICMC - Inst. Ciên. Mat. Computação (PROD-2998614 )(Acessar) |
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5 |
Material Type: Artigo
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An adaptive approach for UAV-based pesticide spraying in dynamic environmentsBruno S Faiçal Heitor Freitas; Pedro H Gomes; Leandro Y Mano; Gustavo Pessin; André Carlos Ponce de Leon Ferreira de Carvalho; Bhaskar Krishnamachari; Jó UeyamaComputers and Electronics in Agriculture Oxford : Elsevier v. 138, p. 210-223, June 2017Oxford 2017Localização: ICMC - Inst. Ciên. Mat. Computação (PROD-2832904 )(Acessar) |
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6 |
Material Type: Artigo
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The CMS trigger systemChinellato, José Augusto, 1950-; Manganote, Edmilson José Tonelli, 1962- Universidade Estadual de Campinas (Unicamp); Universidade Estadual De CampinasCHINELLATO, José Augusto; MANGANOTE, Edmilson José Tonelli. The CMS trigger system. Journal of instrumentation. Bristol : Institute of Physics Publishing, 2017. Vol. 12 (Jan., 2017), n. art. P010120, p. 1-121. Disponível em: https://hdl.handle.net/20.500.12733/1665118. Acesso em: 18 mai. 2022.2017Acesso online |