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Detecção de ataques a sistemas de reconhecimento facial utilizando abordagens eficientes de aprendizado de máquina em profundidade
(Universidade Federal de São Carlos, 2019-05-21)
Biometrics emerged, in the last decades, as a robust and convenient solution for security systems. However, despite the higher difficulty to circumvent the biometric applications, nowadays, criminals are developing attacks, ...
Uma estrutura de vizinhança baseada em árvore de cobertura aplicada em uma colaboração de algoritmo genético e VNS para a minimização de makespan em problemas de programação reativa da produção
(Universidade Federal de São Carlos, 2015-03-31)
The generation of Reactive Production Scheduling (PRP) in order to minimize the makespan is an important activity in the manufacturing industry, in view of the numerous articles reflecting this search today. Among these ...
Arquitetura holônica de controle para o despacho multicritérios de AGVs
(Universidade Federal de São Carlos, 2015-04-02)
In manufacturing, the search for new techniques to improve the production is always a challenge.
These techniques must be adapted to the dynamic environment. A point very dealt in this area is the transportation system ...
Insight : uma abordagem guiada pela informação para análise qualitativa com suporte de visualização e mineração de texto
(Universidade Federal de São Carlos, 2014-08-25)
Usually, experimental studies that are conducted to generate evidences on the different
scientific fields produce many qualitative data to be analyzed by researchers. For instance, this is
the case of defects lists ...
Leitura da web em português em ambiente de aprendizado sem-fim
(Universidade Federal de São Carlos, 2016-01-04)
NELL is a computer system that has the goal of learn to learn 24 hours per day, continuously
and learn more an better than the last day, to perform the knowledge base (KB). NELL is
running since January 12 of 2010. ...
Combinação de classificadores baseados em floresta de caminhos ótimos
(Universidade Federal de São Carlos, 2017-08-31)
Machine learning techniques have been actively pursued in the last years, mainly due to the great number of applications that make use of some sort of intelligent mechanism for decision-making processes. In this context, ...
Análise de séries temporais fuzzy para previsão e identificação de padrões comportamentais dinâmicos
(Universidade Federal de São Carlos, 2015-04-30)
The good results obtained by the fuzzy approaches applied in the analysis of time series
(TS) has contributed significantly to the growth of the area. Although there are satisfactory
results in TS analysis with methods ...
Modelo fuzzy cascata multiatributos e preditivo para despacho de AGVs em FMS
(Universidade Federal de São Carlos, 2016-05-02)
In recent years, manufacturers are increasingly applying automation techniques with the aim of
increase their efficiency to remain competitive. The material handling is an essential activity in any process of production ...
Modelo de fusão dirigido por humanos e ciente de qualidade de informação
(Universidade Federal de São Carlos, 2016-01-26)
Situational Awareness (SAW) is a cognitive process widely spread in areas that require critical
decision-making and refers to the level of consciousness that an individual or team has
about a situation. In the emergency ...
Single, multi- and many-objective meta-heuristic algorithms applied to pattern recognition
(Universidade Federal de São Carlos, 2019-07-10)
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 ...