Robust and Accurate Anomaly Detection in ECG Artifacts Using Time Series Motif Discovery

Figure 5

Different anomaly detection results by typical fixed-length algorithms. Only a small change in the input length could produce false alarm results, detecting an extra beat as anomaly. The boxes frame real anomaly beats and the bold lines denote the results by fixed-length anomaly detection algorithm.