2 papers
cs.LG2020
An analysis of deep neural networks for predicting trends in time series data
Kouame Hermann Kouassi, Deshendran Moodley
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 for trend…
cs.LG2020
Automatic deep learning for trend prediction in time series data
Kouame Hermann Kouassi, Deshendran Moodley
Recently, Deep Neural Network (DNN) algorithms have been explored for predicting trends in time series data. In many real world applications, time series data are captured from dyn…