ListarArtículos (Ingeniería de Sistemas y Automática) por materia "Machine learning"
Mostrando ítems 1-8 de 8
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An Android and Arduino Based Low-Cost Educational Robot with Applied Intelligent Control and Machine Learning
(MDPI, 2021)Applied Science requires testbeds to carry out experiments and validate in practice the results of the application of the ...
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Componentwise Holder inference for robust learning-based MPC
(IEEE, 2021-11)This article presents a novel learning method based on componentwise Holder continuity, which allows one to consider ...
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Covid-19: Open-Data Resources for Monitoring, Modeling, and Forecasting the Epidemic
(MDPI AG, 2020-05)We provide an insight into the open-data resources pertinent to the study of the spread of the Covid-19 pandemic and its ...
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Data-driven methods for present and future pandemics: Monitoring, modelling and managing
(Elsevier Ltd, 2021)This survey analyses the role of data-driven methodologies for pandemic modelling and control. We provide a roadmap from ...
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Energy Demand Forecasting Using Deep Learning: Applications for the French Grid
(MDPI, 2020-05)This paper investigates the use of deep learning techniques in order to perform energy demand forecasting. To this end, ...
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Online learning-based model predictive control with Gaussian process models and stability guarantees
(Willey, 2021)Model predictive control allows to provide high performance and safety guarantees in the form of constraint satisfaction. ...
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Probabilistic performance validation of deep learning-based robust NMPC controllers
(John Wiley and Sons, 2021-12)Solving nonlinear model predictive control problems in real time is still an important challenge despite of recent advances ...
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Short-Term Load Forecasting Using Encoder-Decoder WaveNet: Application to the French Grid
(MDPI, 2021): The prediction of time series data applied to the energy sector (prediction of renewable energy production, forecasting ...