has graduation in Electrical Engineering at Escola Politécnica da Universidade de São Paulo (1983); master in Computer Science at Instituto Nacional de Pesquisas Espaciais (1987); doctorate in Electrical Engineering Systems at Escola Politécnica da Universidade de São Paulo (1992) - part of the research performed at École National des Mines de Paris; Associated Professor at the Institute of Mathematics and Statistics of USP (IME-USP) (1998); Full Professor in Computer Science at IME-USP (2005) and at Faculdade de Filosofia Ciências e Letras de Ribeirão Preto (2008). Nowadays, he is Full Professor at the Computer Science Department of IME-USP. He has experience in the field of Computer Science, with emphasis in Mathematics for Computer Science. He has theoretical works in the following subjects: mathematical morphology; learning of morphological operators; modelling and identification of lattice dynamical systems. Besides, he has applied these techniques in Image Processing and Analysis, Digital Video, gene expression analysis, modelling of biological systems and Ivasion team sports. (Source: Lattes Curriculum)
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During the last decade, the Internet made radical transformations in the ways humans communicate possible. At the beginning of me 21st Century, the internet has been both refined and expanded, thereby impacting the lives of a large part of the world population. Recently, with the popularization of the cloud computing and mobile computing technologies and the increasing use of sensor netwo…
Toxinology and regulation of the lmmune-response are two interconnected classical areas of scientific investigation around which the Butantan Institute historically built its strong international reputation. Indeed, it is deeply rooted in the culture of Butantan lnstitute, the notion that toxins are components in complex venoms, which were selected by evolution to exert concerted systemic…
The project to use the Institutional Infrastructure Technical Reserve for Research aims to continue the modernisation of Infrastructure to support research. The project includes:Acquisition of a central conditioner that will cool the collection of the Library of the IME, which is extremely important as they have numerous rare works. This new system will replace the old system (Chiller), w…
The project to use the Institutional Infrastructure Technical Reserve for Research aims to continue the modernisation of Infrastructure to support research. The project includes: scientific books; computers for laboratories; modernisation of equipments for digital video production and audio visual communication; air conditioning and corrections of a SPAD.This budget support will directly …
Three topics play an important role in modern pattern recognition research: (a) problems where the different elements should be structurally described as networks with connections linking those elements; (b) dynamic problems where the information may evolve along some independent variable (e.g. time in context of the video sequences); (c) problems that present both structural and dynamic …
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The classical framework of Machine Learning is composed by a hypotheses space $\mathcal{H}$, a sample $\mathcal{D}_{N}$ and an algorithm $\mathbb{A}$, which processes $\mathcal{D}_{N}$ and returns $\hat{h}(\mathbb{A}) = \mathbb{A}(\mathcal{H},\mathcal{D}_{N})$ in $\mathcal{H}$, seeking to approximate a target hypothesis $h^{\star} \in \mathcal{H}$. In a previous study, it was proposed a n…
Invasion team sports constitute a class of sports in which competition is based on the opposition between two teams, in a common space, with the aim of scoring through individual, group and collective actions. Recent methodological and technological contributions over the study of the match dynamics in these sports are limited by the lack of formalization of the theoretical assumptions ap…
The large amounts of data stored in genetic databases represent an important challenge in order to understand and to analyze many biological processes. Therefore, it is essential to explore data mining techniques for data analysis. In several cases, these demand a high computational power and data processing. Hence, parallel processing on data mining emerges as an alternative in order to …
| 2 / 2 | Ongoing research grants |
| 20 / 16 | Completed research grants |
| 1 / 1 | Ongoing scholarships in Brazil |
| 12 / 3 | Completed scholarships in Brazil |
| 35 / 22 | All research grants and scholarships |
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CV Lattes
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