Commentary: A decomposition of the outlier detection problem into a set of supervised learning problems

DOI10.1007/S10994-016-5566-8zbMath1454.62152OpenAlexW2343699247MaRDI QIDQ1689575

Ye Zhu, Kai Ming Ting

Publication date: 12 January 2018

Published in: Machine Learning (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10994-016-5566-8

zbMATH Keywords

outlier detectionanomaly detectionisolation forest

Mathematics Subject Classification ID

Nonparametric robustness (62G35) Classification and discrimination; cluster analysis (statistical aspects) (62H30) Learning and adaptive systems in artificial intelligence (68T05)

Uses Software

• UCI-ml
• LOF

Cites Work

• Unnamed Item
• Support vector data description
• A decomposition of the outlier detection problem into a set of supervised learning problems
• Estimating the Support of a High-Dimensional Distribution

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