LeSiNN: Detecting anomalies by Identifying least similar nearest neighbours
We introduce the concept of Least Similar Nearest Neighbours (LeSiNN) and use LeSiNN to detect anomalies directly. Although there is an existing method which is a special case of LeSiNN, this paper is the first to clearly articulate the underlying concept, as far as we know. LeSiNN is the first ense...
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| Main Authors: | , , |
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| Format: | text |
| Language: | English |
| Published: |
Institutional Knowledge at Singapore Management University
2015
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| Subjects: | |
| Online Access: | https://ink.library.smu.edu.sg/sis_research/7147 https://ink.library.smu.edu.sg/context/sis_research/article/8150/viewcontent/ICDM15Workshop_LeSiNNpaper.pdf |
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| Institution: | Singapore Management University |
| Language: | English |