Nagratana Nagratana

DeepAnom: A Hybrid Time GAN and LSTM Autoencoder Framework for Time-Series Anomaly Detection in IIoT Systems

Data represented in the form of a time series appears in many fields, including finances or health care, or in industries where the role of detecting anomalies becomes crucial for guaranteeing stability. However, it appears that the reason behind such high importance of anomaly detection comes from the fact that its la...