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Sep, 2021
PWPAE: 物联网数据流中的概念漂移适应性集成框架
PWPAE: An Ensemble Framework for Concept Drift Adaptation in IoT Data Streams
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Li Yang, Dimitrios Michael Manias, Abdallah Shami
TL;DR
本文介绍一种适应数据变化的IoT异常检测框架：PWPAE框架，通过对IoT数据流的分析来解决传统数据分析模型中经常出现的概念漂移问题，并对两个公共数据集进行了实验以证明该提议的PWPAE方法的有效性。
Abstract
As the number of
internet of things
(IoT) devices and systems have surged,
iot data analytics
techniques have been developed to detect malicious cyber-attacks and secure IoT systems; however,
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