He holds a degree in Computer Science from the University of Grande ABC (2008), a Master's degree from the Institute of Mathematical and Computer Sciences - ICMC/USP (2012) and a PhD from the Institute of Mathematical and Computer Sciences - ICMC/USP (2016). He also has a post-doctorate at the Database and Image Group (GBDI) of the Institute of Mathematical and Computer Sciences - ICMC/USP and finished his post-doctorate at the Technological Institute of Aeronautics (ITA) in 2023. His research interests are: Machine Learning, Computational Intelligence and Data Science. (Source: Lattes Curriculum)
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Government decisions have a significant impact on the economic sector, bringing risks and opportunities. Companies therefore need to develop a process for monitoring and analyzing government information, taking into account the reality of their areas of activity, their value propositions and their operations in order to effectively address the risks and opportunities for their business. O…
Brazil is recognized as a country with a complex environment for doing business. One of the main reasons is the high complexity generated in the regulatory environment. In addition to this complexity, the government lacks the maturity to standardize and structure government data to make it easier to understand. Most of the large volume of data generated daily is unstructured data and due …
This postdoctoral research project aims at investigating the following question: How can we discover useful and needed patterns in large datasets of electronic health records and present this information to healthcare providers in an easy and succinct way? The hypothesis of this project is that mathematical models supported by data mining algorithms are effective tools to detect and to ex…
The use of pesticides in agriculture is essential for production of quality and in high quantity. Spraying these products from aircraft provides greater speed to this process and prevents soil compaction. On the other hand, meteorological factors (e.g. wind speed and direction) may hinder the application of pesticides in the area of cultivation target, causing the drift of the product to …
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