A precise ranking method for outlier detection

DOI10.1016/j.ins.2015.06.030zbMath1390.62111OpenAlexW845124934MaRDI QIDQ1750049

Jong-Seok Lee, Jihyun Ha, Seulgi Seok

Publication date: 17 May 2018

Published in: Information Sciences (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.ins.2015.06.030

zbMATH Keywords

random samplinginformation entropynearest neighborsoutlier detectionobservability factor

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Learning and adaptive systems in artificial intelligence (68T05) Measures of information, entropy (94A17)

Related Items (2)

An improved semisupervised outlier detection algorithm based on adaptive feature weighted clustering ⋮ A critical overview of outlier detection methods

Uses Software

• ITIP
• LOF
• ELKI

Cites Work

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• A Mathematical Theory of Communication
• Support vector data description
• A survey of outlier detection methodologies
• Local outlier detection reconsidered: a generalized view on locality with applications to spatial, video, and network outlier detection
• Estimating the Support of a High-Dimensional Distribution
• Outlier Analysis

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