Matlab code for spatiotemporal anomaly detection
The source code is tested with Matlab R2009b on a Linux system.
No non-standard libraries are used except tight_subplot.m for visualization purposes. This file is included in the working directory.
Cleaned and aligned sensor data is also provided in the "data" folder.
The non-parametric approach can be tested by typing "nonparametric_approach" in the working directory.
The probabilistic approach can be tested by typing "probabilistic_approach" in the working directory.
Both methods produce the test results in a few seconds.