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PTAOD: A Novel Framework for Supporting Approximate Outlier Detection Over Streaming Data for Edge Computing

Outlier detection over sliding window is a fundamental problem in the domain of streaming data management, which has has been studied over 10 years. The key to supporting outlier detection is to construct a neighbour list for each object, which is used for predicting which objects may become outlier...

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Principais autores: Rui Zhu, Tiantian Yu, Zhiyuan Tan, Wei Du, Liang Zhao, Jiajia Li, Xiufeng Xia
Format: Artigo
Jezik:Inglês
Izdano: IEEE 2020-01-01
Serija:IEEE Access
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Online dostop:https://ieeexplore.ieee.org/document/8941053/
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