Time series analysis is useful when you want to extract information from a time series or predict future situations. Nowadays deep learning plays a crucial role in time series forecasting. The objective of this research is to forecast the changes and events in the future using Recurrent Neural Network which remembers some information about a sequence.
Наджафи Каджабад Э. Time-series Forecasting to Detect Abnormal Situation by Deep Learning Approach // Сборник тезисов докладов конгресса молодых ученых. Электронное издание. – СПб: Университет ИТМО, [2020]. URL: https://kmu.itmo.ru/digests/article/5002