MSc in Computer Science and Computational Mathematics and BSc in Computer Science from the University of Sao Paulo (USP). Currently pursuing a PhD in Computer Science at the Institute of Computing, UNICAMP. His main research interests are in artificial intelligence, particularly on machine learning and artificial neural networks. (Source: Lattes Curriculum)
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The study of relationships between objects and their properties is a common pattern in many areas of science.Studies on developmental disorders, gene expression analysis, and rumor propagation in social networks are some of the many examples where the analysis of graph data is fundamental to comprehending the phenomena in question.However, manually extracting and reasoning about this info…
The analysis of large amounts of complex data demands tools that facilitate knowledge extraction. Tools that provide visual representations of such data are highly attractive due to their simple and intuitive exploration and analysis mechanisms. User interaction with those visual representations is a central feature of such tools. Among existing techniques, sampling-based multidimensional…
Team sports, such as soccer and basketball, are mostly driven by the coordinated efforts of their players, leading to a complex system of interactions. Motivated by the availability of data related to these sports, recent methods were introduced to model the behavior of players using tracking data. While they produce convincing models of how players behave during matches, relations betwee…
The large amount of available data on a diverse range of human activities provides many opportunities for understanding, improving and revealing unkown patterns about them.Powerful automatic methods for extracting this knowledge from data are already available from machine learning and data mining.They, however, rely on the expertise of analystis in order to improve their results when tho…
| 3 / 2 | Completed scholarships in Brazil |
| 2 / 2 | Completed scholarships abroad |
| 5 / 4 | All Scholarships |
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