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Universidade Estadual Paulista (UNESP). Campus de Araraquara. Instituto de Química (IQ) (Institutional affiliation from the last research proposal) Birthplace: Brazil
graduate at Bacharelado em Matemática from Universidade de São Paulo (1999), master's at Mechanical Engineering from Universidade de São Paulo (2002) and ph.d. at Engenharia Mecânica [São Carlos] from Universidade de São Paulo (2007). Has experience in Mathematics, focusing on Mathematics, acting on the following subjects: sensibilidade, tomografia acústica, problema inverso, monitoração acústica and ultra-som. (Source: Lattes Curriculum)
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In this project, we propose the development of Artificial Neural Networks (ANNs) and Random Forests as alternative tools to classify legume grains from digital images. In particular, the color characteristics of the images of samples of beans, soybeans, corn and chickpeas will be used, as well as the apparent density of the grains, to create a database that will be used for training the m…
We propose the development of Artificial Neural Networks (RNAS) as an alternative tool for estimating the viscosity, density and solids content of solvent-based inks from graphic and infrared spectroscopy of white and black inks. The ability to learn by example and to generalize the information learned is undoubtedly the main attraction of RNA problem solving. Due to these advantages, thi…
We propose the development of Artificial Neural Networks (RNAS) as an alternative tool to estimate the fraction of impurities in mixtures of sugarcane, soil and plant material, from digital images of samples of these mixtures in different proportions. The ability to learn through examples and generalize the information learned is undoubtedly the main attraction of problem solving through …
(Only some records are available in English at this moment)
| 6 / 5 | Completed scholarships in Brazil |
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