Projects

Creation and development of innovative machine learning and information retrieval techniques for solving combinatorial optimization problems and other problems in discrete mathematics, with applications in engineering.

Timeline for Key Work Stages/Estimated Completion Dates: – Disclosure of the database being fed. Estimated completion date: March/24 – Development of a web application for simple and complex queries to the developed database. Estimated completion […]

Main Project Expected Results/Outputs: a. Modeling and simulation of Large Intelligent Antenna Systems (LIS) with impairments applied to the requirements of 6G communications. b. Theoretical analysis of LIS systems with impairments. c. Introduction of LDPC […]

Abstract It is expected that unmanned aerial vehicles (UAVs) will become a key component in future generations of wireless communication networks for various reasons, such as deployment flexibility, dynamic trajectory and maneuverability, data transfer rate […]

The relationship between individual tasks and the envisaged applications in this project is summarized in the following table. The project is organized around 4 tasks that foster the theoretical developments required to solve the problems […]

– Elaboração de estratégias para lidar com a heterogeneidade de vocabulários entre ontologias presentes nas Web de dados: 1) Desenvolvimento de uma abordagem para reduzir o problema de criar e reutilizar mapeamentos entre diferentes origens […]

1. Modelação e simulação de sistemas MIMO com imparidades. 2. Analise teórica de sistemas MIMO com imparidades. 3. Implementação de um protótipo de um sistema massive MIMO com imparidades. 4. Estudo e desenvolvimento de sistemas […]

Criação de modelo(s) de classificação baseados em deep learning. Comparação da performance dos modelos descritos no ponto anterior. Aplicação de algoritmos de aprendizagem e predição a cenários reais de âmbito empresarial e social.