Homophily outlier detection in non-IID categorical data
Most of existing outlier detection methods assume that the outlier factors (i.e., outlierness scoring measures) of data entities (e.g., feature values and data objects) are Independent and Identically Distributed (IID). This assumption does not hold in real-world applications where the outlierness o...
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Main Authors: | , , |
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Format: | text |
Language: | English |
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Institutional Knowledge at Singapore Management University
2021
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Online Access: | https://ink.library.smu.edu.sg/sis_research/7017 https://ink.library.smu.edu.sg/context/sis_research/article/8020/viewcontent/2103.11516.pdf |
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Institution: | Singapore Management University |
Language: | English |