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

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IMEKO-WC-2015-TC7-181.pdf

DOI

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IMEKO TC

TC7 - Measurement Science

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