Search Results for author: Kouame Hermann Kouassi

Found 2 papers, 0 papers with code

Automatic deep learning for trend prediction in time series data

no code implementations17 Sep 2020 Kouame Hermann Kouassi, Deshendran Moodley

Recently, Deep Neural Network (DNN) algorithms have been explored for predicting trends in time series data.

AutoML Time Series +1

An analysis of deep neural networks for predicting trends in time series data

no code implementations16 Sep 2020 Kouame Hermann Kouassi, Deshendran Moodley

While TreNet was shown to have superior performance for trend prediction to other DNN and traditional ML approaches, the validation method used did not take into account the sequential nature of time series data sets and did not deal with model update.

Speech Recognition Time Series +1

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