PWPAE-Concept-Drift-Detection-and-Adaptation
Western-OC2-Lab
Data stream analytics: Implement online learning methods to address concept drift and model drift in data streams using the River library. Code for the paper entitled "PWPAE: An Ensemble Framework for Concept Drift Adaptation in IoT Data Streams" published in IEEE GlobeCom 2021.
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7 data points · 2021-10-01 → 2025-09-01How do you feel about this project?
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Question copied to clipboardWhat is the Western-OC2-Lab/PWPAE-Concept-Drift-Detection-and-Adaptation GitHub project? Description: "Data stream analytics: Implement online learning methods to address concept drift and model drift in data streams using the River library. Code for the paper entitled "PWPAE: An Ensemble Framework for Concept Drift Adaptation in IoT Data Streams" published in IEEE GlobeCom 2021.". Written in Jupyter Notebook. Explain what it does, its main use cases, key features, and who would benefit from using it.
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