Multilayer Long Short-Term Memory (LSTM) Neural Networks in Time Series Analysis
Nemanja S. Malinovic, Bratislav Predić, Miloš Roganović · 2020
Traditional methods that deal with time series analysis problems are based on statistical models. The latest methods that solve time series analysis problems are based on the use of a special architecture of recurrent neural networks known as Long Short-Term Memory Networks. This paper presents solutions that address the prediction of product sales on a monthly basis.