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Automated Machine Learning for Predicting Trends in Time Series Data

Recently, a hybrid Deep Neural Network (DNN) algorithm, TreNet was proposed for predicting trends in time series data. While TreNet was shown to have superior performance to a number of alternative approaches, the validation method used did not take into account the sequential nature of time series...

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Bibliographic Details
Main Author: Kouassi, Kouame
Other Authors: Moodley, Deshen
Format: Thesis
Language:English
Published: Department of Computer Science 2022
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