TREATMENT OF OUTLIERS IN IN-PROCESS APPLICATIONS: A ROC-BASED APPROACH |
|---|
| Giampaolo E. D’Errico |
- Abstract:
- A new approach, based on the receiver operating characteristics (ROC) technique, is proposed to tackle the problem of adaptive detection of suspected outliers in dynamic measurements. Modelling and analysis are presented and discussed with application to in-process metrology, focusing on adaptive monitoring and control systems.
- Keywords:
- outliers, dynamic systems, in-process metrology, ROC-based treatment
- Download:
- IMEKO-WC-2015-TC7-181.pdf
- DOI:
- -
- Event details
- Event name:
- XXI IMEKO World Congress
- Title:
Measurement in Research and Industry
- Place:
- Prague, CZECH REPUBLIC
- Time:
- 30 August 2015 - 04 September 2015