Time-series data analysis - a few case studies with bio-signals

A dynamic system is represented by its outputs, as time-series data. Modeling of the time-series is an important data-mining task for prediction in future, or detection of deviation from normal behavior (anomaly). Clustering of multiple time-series leads to understanding the system, as well as improve efficiency of monitoring.