CV Lattes
Secretaria da Saúde (São Paulo - Estado). Instituto Butantan (Institutional affiliation from the last research proposal) Birthplace: Brazil
Computer Science student from Institute of Mathematics and Statistics from University of São Paulo. (Source: Lattes Curriculum)
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Cell signaling pathways are composed of a set of biochemical reactions that are associated with signal transmission within the cell and its surroundings. Traditionally, these pathways are identified through statistical analyses on results from biological assays, in which involved chemical species are quantified. However, once generally it is measured only a few time points for a fraction …
The U-curve problem is a formulation of an optimization problem that can be used in the feature selection step of Machine Learning, with applications in the designing of computational models of biological systems. Nevertheless, the solutions so far proposed to tackle this problem have limitations from both required computational time and space points of view, which implies in the need for…
The U-curve optimization problem may be used to model problems in several fields; for instance, the feature selection problem in Pattern Recognition. An optimal algorithm to tackle the U-curve problem is the U-Curve-Search (UCS) algorithm. The usage of UCS to solve this problem is promissing, since it computes fewer times the cost function than other algorithms. However, the current imple…
| 3 / 3 | Completed scholarships in Brazil |
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