An overview of outlier detection methods

• Main Authors: Md. Sap, Mohd. Noor, Mohebi, Ehsan
• Format: Article
• Language: English
• Published: Penerbit UTM Press 2008
• Subjects: VM Naval architecture. Shipbuilding. Marine engineering
• Online Access: http://eprints.utm.my/id/eprint/39/1/MohdNoorMdSap2008_AnOverviewofOutlierDetectionMethods-.pdf; http://eprints.utm.my/id/eprint/39/
• Institution: Universiti Teknologi Malaysia

Outlier detection is a necessary task; in many safety critical environments such as aircraft engine rotation failure, factory production line, network intrusion, and bust analysis. Most proposed methods are based on distance and density based outlier detection which simply detects outliers by calcul...