CV Lattes
Universidade de São Paulo (USP). Instituto de Ciências Matemáticas e de Computação (ICMC) (Institutional affiliation from the last research proposal) Birthplace: Peru
Is a Ph.D. student at the Institute of Mathematics and Computer Sciences of the University of São Paulo (ICMC-USP), São Carlos, Brazil. He holds an M.Sc. degree (2016) in Computer Science at the Universidad Católica San Pablo, Arequipa, Perú. He holds a B.E. in System Engineering in 2012 from Universidad Nacional San Antonio Abad del Cusco, Cusco, Perú. His research interests comprise data science, data visualization, visual analytics, and data science. (Source: Lattes Curriculum)
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Machine learning and visualization methods have long been operating as complementary tools in many data analysis applications. However, methods from those two fields have not been properly integrated to benefit each other. Specifically, few has been done to incorporate visualization tools within machine learning frameworks, leveraging the analytical capability of visualization techniques …
São Paulo is the largest city in South America, with criminality rates as large as the city. The number and type of crime varies considerably around the city, assuming different patterns depending on urban, environmental, and social characteristics of each particular location. Previous works have mostly focused on the analysis of crime in the city with the intent of uncovering patterns as…
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