Two-Stage Deep Anomaly Detection with Heterogeneous Time Series Data

Kyeong-Joong Jeong, Jin-Duk Park, Kyusoon Hwang +2

We introduce a data-driven anomaly detection framework using a manufacturing dataset collected from a factory assembly line. Given heterogeneous time series data consisting of oper…