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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.

Treatment of Outliers in In-Process Applications: A Roc-Based Approach / D'Errico, GIAMPAOLO EUGENIO. - (2015), pp. 895-899. (Intervento presentato al convegno XXI IMEKO World Congress ”Measurement in Research and Industry” tenutosi a Prague nel August 30 - September 4).

Treatment of Outliers in In-Process Applications: A Roc-Based Approach

D'ERRICO, GIAMPAOLO EUGENIO
2015

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.
2015
XXI IMEKO World Congress ”Measurement in Research and Industry”
August 30 - September 4
Prague
none
4.1 Contributo in Atti di convegno
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11696/34003
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