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Identificação do glaucoma em imagens do fundo do olho utilizando aprendizagem profunda
(Universidade Federal de Santa Maria, 2018-02-27)
Glaucoma is a disease that damages the optic nerve and can cause loss of vision or total
blindness. This disease is the major cause of irreversible blindness in the world. It is estimated
that by 2020 the number of people ...
MLFV: uma abordagem consciente do estado da rede para orquestração de cadeias de funções de aprendizado de máquina
(Universidade Federal de Santa Maria, 2019-08-21)
Machine Learning as a Service (MLaaS) platforms are allowing the application of Machine
Learning (ML) techniques from anywhere, and at any time. These platforms, in general, are
hosted in the cloud and have a scalable ...
Uma metodologia para detecção de sonolência em tempo real com EEG vestível com duas derivações
(Universidade Federal de Santa Maria, 2020-02-20)
Modern life often requires the subject to modify his circadian cycle due to his profession.
This change implies low performance, bad mood and, mainly, reduced attention and, drowsiness
at unsuitable times. According to ...
Combinação de imagens multi-espectrais e modelo de balanço hídrico para predição de rendimentos da soja no Sul do Brasil
(Universidade Federal de Santa Maria, 2019-03-29)
Climatic changes in the last years project a future where water resources become more
and more scarce. For that reason, it will affect considerably the world food production. A
persistent challenge for agriculture is to ...