Speaker
Sotiris Bersimis
(University of Piraeus, Greece)
Description
Statistical process monitoring is of vital importance in various fields such as biosurveillance, data streams, etc. This work presents a non-parametric monitoring process aimed at detecting changes in multidimensional data streams. The non-parametric monitoring process is based on the use of convex hulls for constructing appropriate control charts. Results from applying the proposed method are presented and the competitive advantages against other competitors are highlighted.
| Type of presentation | Talk |
|---|---|
| Classification | Mainly methodology |
| Keywords | Statistical process monitoring, data streams, convex hull. |
Primary author
Sotiris Bersimis
(University of Piraeus, Greece)
Co-author
Dr
Polychronis Ecomomou
(Department of Civil Engineering, University of Patras, Patras, Greece)