DACAD: Domain Adaptation Contrastive Learning for Anomaly Detection in Multivariate Time Series

Zahra Zamanzadeh Darban, Yiyuan Yang, Geoffrey I. Webb +4

In time series anomaly detection (TSAD), the scarcity of labeled data poses a challenge to the development of accurate models. Unsupervised domain adaptation (UDA) offers a solutio…