Recurrent neural networks, Time series data and IoT – Part One
Posted by Armando Brito Mendes | Filed under estatística, Investigação Operacional, materiais ensino
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Utilização de redes neuronais para previsão de séries univariadas
RNNs are already used for Time series analysis. Because IoT problems can often be modelled as a Time series, RNNs could apply to IoT data. In this multi-part blog, we first discuss Time series applications and then discuss how RNNs could apply to Time series applications. Finally, we discuss applicability to IoT.
In this article (Part One), we present the overall thought process behind the use of Recurrent neural networks and Time series applications – especially a type of RNN called Long Short Term Memory networks (LSTMs).
Tags: data mining, machine learning, previsão
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