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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 ...
SiMut: um framework automatizado para apoiar a redução do custo do teste de mutação com base em similaridade de programas
(Universidade Federal de São Carlos, 2022-03-30)
Context: Software testing is essential to ensure that the program actually correctly meets the user’s needs. Aware of the importance of this step, researchers have proposed several ways to identify program faults. Among ...
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 ...
User eXperience em startups de software: um paralelo da literatura com a prática diária
(Universidade Federal de São Carlos, 2021-05-19)
Startups are companies designed for a new product or service and that aim to grow quickly in an uncertain environment, highly reactive, and often facing a lack of resources. Software startups face difficulties in incorporating ...
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 ...
In-Network IdentifiCation and chAining: um mecanismo de identificação de tráfego e encadeamento no plano de dados
(Universidade Federal de São Carlos, 2021-10-27)
Inside the 5G Core (5GC) a myriad of (virtual) functions may be deployed so that different treatment can be given for traffic coming in and out to/from the Radio Access Network (RAN). One of these key functions is Service ...
Monitoramento de vegetação invasora através das épocas com UAV e Deep Learning
(Universidade Federal de São Carlos, 2022-01-31)
Species originating from one biome are often irregularly introduced in other biomes, even if unintentionally, with the sole desire of their own consumption or for ornamental purposes. However, these species can end up ...
A experiência do desenvolvedor no uso de quadros kanban em startups de software: recomendações de boas práticas
(Universidade Federal de São Carlos, 2022-11-29)
Software startups are organizations that usually have few human or financial resources,
suffering from the time pressure exerted by the market. To face the difficulties and have the
flexibility that the market requires, ...
ThermalEdge: Uma solução em hardware para o reconhecimento de embriaguez em tempo real a partir de imagens térmicas utilizando edge computing
(Universidade Federal de São Carlos, 2022-09-30)
Alcohol consumption has presented problems for road safety, traffic enforcement can benefit from the development of methods for classifying the individual's status. In this way, recent advances in thermography associated ...
Learning trajectories visualizations of visual programming on the computational thinking context
(Universidade Federal de São Carlos, 2020-05-29)
The ever growing importance of computers and their use created a need for the teaching of computational thinking. In order to better analyze the learning process of the students, teachers and researches often resort to ...