Before revision:  Extensive experiments on time series demonstrate that we significantly outperform existing methods on the one-vs.-rest setting but also on the more challenging n-vs.-rest anomaly-detection task.
After revision:  Extensive experiments on time series demonstrate that we significantly outperform existing methods on the one-vs.-rest setting and is competitive in the more challenging n-vs.-rest anomaly-detection task.