A Comparative Study of Detecting Anomalies in Time Series Data Using LSTM and TCN Models

Saroj Gopali, Faranak Abri, Sima Siami-Namini +1

There exist several data-driven approaches that enable us model time series data including traditional regression-based modeling approaches (i.e., ARIMA). Recently, deep learning t…