Fuzzy Treatment of Candidate Outliers in Measurements. (23rd April 2012)

• Record Type: Journal Article
• Authors: D'Errico, Giampaolo E.; Murru, Nadir
• Other Names: Kilic Kemal Academic Editor.
• Is Part Of: Advances in fuzzy systems. Volume 2012(2012)
• Publication Date: 2012-04-23
• Subjects: Fuzzy systems -- Periodicals; Systèmes flous; Fuzzy systems; Periodicals; 511.313
• DOI: 10.1155/2012/783843
• Languages: English
• ISSNs: 1687-7101

Abstract

Abstract : Robustness against the possible occurrence of outlying observations is critical to the performance of a measurement process. Open questions relevant to statistical testing for candidate outliers are reviewed. A novel fuzzy logic approach is developed and exemplified in a metrology context. A simulation procedure is presented and discussed by comparing fuzzy versus probabilistic models.