Archetype analysis: A new subspace outlier detection approach
作者：
Highlights：
• Archetype analysis combined with proximity-based techniques for anomaly detection.
• Experimental results in a large comparison show good performance of the new method.
• Outlier analysis of a novel data set of foot measurements for improving footwear.
摘要
•Archetype analysis combined with proximity-based techniques for anomaly detection.•Experimental results in a large comparison show good performance of the new method.•Outlier analysis of a novel data set of foot measurements for improving footwear.
论文关键词：Archetypal analysis,Unsupervised anomaly detection,Nearest neighbors,Ensembles,Multivariate outlier detection,Footwear
论文评审过程：Received 12 January 2020, Revised 27 January 2021, Accepted 2 February 2021, Available online 6 February 2021, Version of Record 9 February 2021.
论文官网地址：https://doi.org/10.1016/j.knosys.2021.106830
