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N-BEATS-RNN: deep learning for time series forecasting
(Universidade Federal de São Carlos, 2021-01-27)
This work presents N-BEATS-RNN, an extended version of an ensemble of deep learning networks for time series forecasting, N-BEATS. We apply a state-of-the-art Neural Architecture Search, based on a fast and efficient ...
Dinâmica espacial e perfil produtivo da agricultura no estado de Mato Grosso do Sul em 2006 e 2017
(Universidade Federal de São Carlos, 2021-04-09)
The state of Mato Grosso do Sul is an important producer of agricultural products, especially of soybeans, corn and sugarcane, which together accounted for 94% of the states’s gross revenue from all annual agricultural ...
Classificação de embriaguez a partir de imagens faciais usando redes neurais convolucionais: uma abordagem baseada em respostas fisiológicas induzidas pelo álcool
(Universidade Federal de São Carlos, 2021-09-24)
Due to population growth and an increasing motorized vehicle fleet worldwide, road safety is still a global challenge that persists despite the awareness campaigns and the legal enforcement instruments. Most of the road ...
Caracterização da produção de banana (Musa spp.) por agricultores familiares nos municípios de Miracatu e Sete Barras e análise de perspectivas via matriz SWOT
(Universidade Federal de São Carlos, 2021-09-28)
Banana (Musa spp.) is one of the most important fruits in the world and is widely cultivated in tropical countries. In Brazil, after oranges, it represents the most important crop, not only for its high production volumes, ...
Multiplicidade dos padrões de sustentabilidade na indústria global de óleo de palma
(Universidade Federal de São Carlos, 2021-06-28)
The growing impact on the environment of the global production of agricultural commodities has created new regulations that aim at a more sustainable production. Thus, sustainability standards (SS) are seen as a tool for ...
Innovation ecosystems and strategy in the COVID-19 crisis
(Universidade Federal de São Carlos, 2021-07-26)
The COVID-19 pandemic is a disturbance that forced enterprises to rethink their strategies and ecosystems to keep running. Nevertheless, there is a lack of prior register to show the best policies to adopt in such ...
Avaliação em robótica educacional sobre a competência pensamento científico, crítico e criativo da BNCC
(Universidade Federal de São Carlos, 2021-09-28)
Educational Robotics is a regular subject in some Brazilian schools, helping Basic Education students to learn and develop skills. Considering that educational institutions in the country must apply the Common National ...
Análise comparativa das metodologias de avaliação do ciclo de vida e indicador de circularidade de materiais: estudo aplicado às peças de policarbonato de medidores de energia inteligentes
(Universidade Federal de São Carlos, 2021-05-10)
With the emergence of the circular economy, companies are restructuring to make better use materials and avoid the extraction of natural resources. However, there is a need to apply metrics to understand the product's ...
Um modelo de suporte à decisão para seleção e priorização de KPIs baseados nos sete desperdícios do Lean Logistics e no Balanced Scorecard
(Universidade Federal de São Carlos, 2021-03-30)
The definition of an efficient set of performance indicators can guide the organizations to reach its main strategics objectives. It is understood as an efficiente set, when the organization have a number of indicators ...
Mobilidade de trabalhadores qualificados nas empresas inovadoras brasileiras
(Universidade Federal de São Carlos, 2021-06-09)
The innovative process is uncertain and complex. Thus, knowledge becomes a relevant input for innovate activities. In addition to formal knowledge, it is important for innovation, stand out the tacit form, that acquired ...