Michael Pfeiffer

Time series anomaly detection based on shapelet learning

2018 · Computational Statistics

We consider the problem of learning to detect anomalous time series from an unlabeled data set, possibly contaminated with anomalies in the training data. This scenario is important for applications in medicine, economics, or industrial …