CV Lattes
Google Scholar Citations
Universidade de São Paulo (USP). Instituto de Ciências Matemáticas e de Computação (ICMC) (Institutional affiliation from the last research proposal) Birthplace: Brazil
graduation at Ciência da Computação from Universidade Estadual do Centro-Oeste (2013), master's at Computer Science from Universidade de São Paulo (2016) and doctorate at Computer Science from Universidade de São Paulo (2020). Has experience in Computer Science, acting on the following subjects: câncer de próstata, rede neural artificial com função de base radial, rede neural artificial multilayer perceptron, learning vector quantization and ainet e k-means. (Source: Lattes Curriculum)
| News published in Agência FAPESP Newsletter about the researcher |
| More itemsLess items |
| TITULO |
| Articles published in other media outlets ( ): |
| More itemsLess items |
| VEICULO: TITULO (DATA) |
| VEICULO: TITULO (DATA) |
In the recent years, machine learning techniques have been extensively used for bioinformatics, due to their capacity in solving hard problems by learning a function from a set of known examples which is able to make predictions for new and unseen data. Motivated by such results we will tackle in this project three different bioinformatics problems using machine learning techniques: (i) t…
One of the main subjects in machine learning is data clustering, which aims at finding clusters that describe a set of objects in such a way that the intra-cluster similarity and inter-cluster dissimilarity are both maximized. In general, such techniques are based on measures that take into account all the available features of a dataset. However, in several real-world situations the clus…
Cluster analysis is a fundamental problem of unsupervised machine learning where the objective is to determine categories that describe a set of objects according to their similarities and inter-relationships. In the traditional formulation of the problem one seeks partitions or hierarchies of partitions containing groups whose objects are in some way similar among themselves and dissimil…
| 3 / 3 | Completed scholarships in Brazil |
| Associated processes | |