• Single, multi- and many-objective meta-heuristic algorithms applied to pattern recognition 

      Rodrigues, Douglas (Universidade Federal de São Carlos, UFSCar, Programa de Pós-Graduação em Ciência da Computação - PPGCC, Câmpus São Carlos, 10/07/2019)
      In the last few years, metaheuristic algorithms have been used for solving several problems in engineering, biology, physics, among others, since many of them can be modeled as being optimization tasks. Metaheuristic methods ...
    • Infraestrutura de compilação para a implementação de aceleradores em FPGA 

      Rettore, Paulo Henrique Lopes (Universidade Federal de São Carlos, UFSCar, Programa de Pós-Graduação em Ciência da Computação - PPGCC, , 23/11/2012)
      In recent years, performance improvements in sequential microprocessors have been limited by physical and technological factors. For this reason, alternative approaches for high performance execution have gained importance. ...
    • On the training algorithms for Restricted Boltzmann Machine-Based Models 

      Passos Junior, Leandro Aparecido (Universidade Federal de São Carlos, UFSCar, Programa de Pós-Graduação em Ciência da Computação - PPGCC, Câmpus São Carlos, 05/12/2018)
      Deep learning techniques have been studied extensively in the last years, due to its good results related to essential tasks on a large range of applications, such as speech and face recognition, as well as objects ...
    • Otimização em despacho de táxis 

      Santos, Marcela Aparecida Aniceto dos (Universidade Federal de São Carlos, UFSCar, Programa de Pós-Graduação em Ciência da Computação - PPGCC, Câmpus São Carlos, 22/02/2018)
      In the last years several strategies have been developed by companies that intermediate the communication between the passenger and the taxi driver with the call applications. This intermediation is known as assigning a ...