Western OC2 Lab

Popular repositories

1. PWPAE-Concept-Drift-Detection-and-Adaptation Public

   Data stream analytics: Implement online learning methods to address concept drift in data streams using the River library. Code for the paper entitled "PWPAE: An Ensemble Framework for Concept Drif…

   Jupyter Notebook 148 34

2. Intrusion-Detection-System-Using-Machine-Learning Public

   Code for intrusion detection system development using machine learning algorithms (Decision tree, random forest, extra trees, XGBoost, stacking, k-means, Bayesian optimization..)

   Jupyter Notebook 106 19

3. Intrusion-Detection-System-Using-CNN-and-Transfer-Learning Public

   Code for intrusion detection system (IDS) development using CNN models and transfer learning

   Jupyter Notebook 21 8

4. OASW-Concept-Drift-Detection-and-Adaptation Public

   An online learning method used to address concept drift. Code for the paper entitled "A Lightweight Concept Drift Detection and Adaptation Framework for IoT Data Streams" published in IEEE Internet…

   Jupyter Notebook 19 6

5. FL-IOV-ITS Public

   Code for the case study presented in "Making a Case for Federated Learning in the Internet of Vehicles and Intelligent Transportation Systems" accepted for publication in the IEEE Network Magazine …

   Jupyter Notebook 9 1

6. Student-Performance-and-Engagement-Prediction-eLearning-datasets Public

   This repository contains the datasets used as part of the OC2 lab's work on Student Performance prediction and student engagement prediction in eLearning environments using machine learning methods.

   5 11