Browsing Engineering (Faculty of) by Subject "LSTM"
Now showing items 1-2 of 2
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A Comparative Study of Univariate Time-series Methods for Sales Forecasting
(University of Waterloo, 2020-01-16)Sales time-series forecasters, data scientists and managers often use timeseries forecasting methods to predict sales. Nonetheless, it is still a question which time-series method a forecaster is best off using, if they ... -
Deep Recurrent Neural Networks for Fault Detection and Classification
(University of Waterloo, 2018-12-20)Deep Learning is one of the fastest growing research topics in process systems engineering due to the ability of deep learning models to represent and predict non-linear behavior in many applications. However, the application ...