CV Lattes
Universidade Federal do ABC (UFABC). Centro de Matemática, Computação e Cognição (CMCC) (Institutional affiliation from the last research proposal) Birthplace: Brazil
graduate at Ciências da Computação from Universidade Federal de Uberlândia (2000), master's at Ciências da Computação e Matemática Computacional from Instituto de Ciências Matemáticas e de Computação - USP (2002) and ph.d. at Ciências da Computação e Matemática Computacional from Instituto de Ciências Matemáticas e de Computação - USP (2006). Has experience in Computer Science, focusing on Database, acting on the following subjects: dimensionality reduction, distance functions, descoberta de conhecimento em bases de dados, redução de dimensionalidade and data visualization. (Source: Lattes Curriculum)
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The significant growth in both the amount and variety of data available for analysis has increased the need to develop methodologies for understanding, processing and summarizing data in a quick and automatic manner. One of the features that has proven critical for understanding and learning from large amounts of data is related to the data organization into groups by synthesis of what is…
In the last decades, a great variety of data mining techniques has been developed in order to meet the objectives of several KDD (Knowledge Discovery in Databases) applications. In the beginning, the center of interest of the researches in this field was the definition of new operations and the development of new mining algorithms. The majority of the algorithms treated the database as be…
| 4 / 2 | Completed scholarships in Brazil |
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