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

<https://repo.masters-masters.com/en/repos/Western-OC2-Lab/PWPAE-Concept-Drift-Detection-and-Adaptation>

[Home](https://repo.masters-masters.com/en) › [Western-OC2-Lab](https://repo.masters-masters.com/en/owners/Western-OC2-Lab) › [PWPAE-Concept-Drift-Detection-and-Adaptation](https://repo.masters-masters.com/en/repos/Western-OC2-Lab/PWPAE-Concept-Drift-Detection-and-Adaptation)

Western-OC2-Lab/PWPAE-Concept-Drift-Detection-and-Adaptation has 220 stars on GitHub. Its RepoMasters card: Prototype tier. Data stream analytics: Implement…

| Field | Value |
| --- | --- |
| Owner | [Western-OC2-Lab](https://repo.masters-masters.com/en/owners/Western-OC2-Lab) |
| Stars | 220 |
| Forks | 48 |
| Language | [Jupyter Notebook](https://repo.masters-masters.com/en/languages/jupyter-notebook) |
| License | MIT |
| Created | 2021 |
| Topics | machine-learning, anomaly-detection, iot, data-stream, drift, online-learning, real-time-analytics, concept-drift, change-detector, intrusion-detection-system |
| Tier | [Prototype (100 to 249 ★)](https://repo.masters-masters.com/en/ranks/rush) |
| View on GitHub | [Western-OC2-Lab/PWPAE-Concept-Drift-Detection-and-Adaptation](https://github.com/Western-OC2-Lab/PWPAE-Concept-Drift-Detection-and-Adaptation) |

## Repository

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.

The tier for repos with 100 to 249 ★. Published odds per card pulled: 70%. Rarity: Common.

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