- Research Grants
holds a Bachelor's, Master's and Doctorate in Computer Science from the Institute of Mathematical and Computer Sciences, University of São Paulo - USP in São Carlos. His area of ​​concentration involves the Processing and Analysis of Large-Scale Graphs, Data Mining, and Machine Learning. With applications in Fraud Detection, Belief Propagation and Recommendation Systems. (Source: Lattes Curriculum)
Since the birth of web 2.0, users no longer just consume, but are now active creators of content that is going to be consumed by other users. This new dynamic took data generation to a whole new scale, called planetary scale or web scale. Often, this data represents relationships between its elements, such as in social networks, recommendation systems, online boards, email networks, sci...
The processing of large-scale graphs - so-called planetary-scale, or Web-scale, graphs - has attracted the interest of several applications such as e-commerce, computer networks, social networks, biology (protein interaction), among many others. In order to process these graphs, which are composed of millions of vertices and billions of edges, it has become usual to use distributed proc...
(References retrieved automatically from Web of Science and SciELO through information on FAPESP grants and their corresponding numbers as mentioned in the publications by the authors)
|Data from Web of Science|
(References retrieved automatically from State of São Paulo Research Institutions)
GIMENES, Gabriel Perri. Técnicas avançadas de análise de grafos: uma abordagem multimodal sobre dados em escala planetária. Dissertação (Mestrado) - Instituto de Ciências Matemáticas e de Computação. Universidade de São Paulo (USP). São Carlos. (13/10026-7)