Currently doctoral student within the Operations Research Postgrad Program (PPG-PO), by Aeronautics Institute of Technology and Federal University of São Paulo (ITA/Unifesp). Graduate in Mechanical Engineering by Federal University Of Viçosa (UFV, Conclusion in July 2019). Took part in the Skywards UFVoa Aerodesign Team (Department of Production and Mechanical Engineering - UFV) from 2015 to 2017 as an academic extension project, focusing on the Stability And Control sector. Was a volunteer intern at the Biofuels Lab (Department of Agricultural Engineering - UFV) from 2017 to 2018 and, later, volunteer intern at Department of Thermodynamics and Environmental Engineering (Brno University Of Technology, Brno, Czech Republic) in 2019. (Source: Lattes Curriculum)
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Ensemble learning is a popular strategy to take advantage of classification techniques with distinct biases, by joining their competences and capabilities. This work will investigate strategies to generate ensembles of classifiers based on their competences as evaluated by a meta-learning strategy. Nonetheless, joining different classifiers is profitable only when their errors are uncorre…
Combining classifiers and forming multiple predictive models or committees is a popular strategy to unite classification techniques of distinct biases and explore their complementary capabilities. In this project, we intend to investigate the generation of classifier committees for Multi-View Learning problems. Multi-View Learning is a Machine Learning paradigm in which diverse representa…
| 1 / 1 | Ongoing scholarships in Brazil |
| 1 / 1 | Completed scholarships abroad |
| 2 / 2 | All Scholarships |
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