GitHub / Western-OC2-Lab / PWPAE-Concept-Drift-Detection-and-Adaptation

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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Topics: adaptive-learning, anomaly-detection, change-detector, cicids2017, concept-drift, data-stream, drift, drift-detection, ensemble-learning, intrusion-detection-system, iot, iot-data-analytics, lightgbm, machine-learning, online-learning, real-time-analytics, streaming-data

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