Models for time series classification and anomaly detection, including [1] and [2] via [3,4].
[1] S. Nikolov, “Trend or No Trend: A Novel Nonparametric Method for Classifying
Time Series,” 2012. (Google
Scholar)
[2] O. Vallis et al., “A Novel Technique for Long-Term Anomaly Detection in the
Cloud,” 2014. (Google
Scholar)
[3] A. Kejariwal et al., “Breakout Detection via Robust E-Statistics,”
2014–present. (GitHub)
[4] A. Kejariwal et al., “Anomaly Detection with R,” 2014–present.
(GitHub)