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GitHub topics: recurring-concepts

michaelchiucw/CDCMS

The implementation of the Concept Drift handling based on Clustering in the Model Space (CDCMS) algorithm, proposed in the paper “A Diversity Framework for Dealing with Multiple Types of Concept Drift Based on Clustering in the Model Space”, accepted by IEEE TNNLS 2020.

Language: Jupyter Notebook - Size: 39.1 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 2 - Forks: 2

michaelchiucw/DiversityPool

The implementation of the Diversity Pool algorithm, proposed in the paper "Diversity-Based Pool of Models for Dealing with Recurring Concepts" and presented at IJCNN '18

Language: Java - Size: 28.3 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 1

Related Keywords
concept-drift 2 recurring-concepts 2 clustering-in-the-model-space 1 divesity 1 online-ensemble-learning 1 diversity-measures 1 machine-learning-algorithms 1 non-stationary-environment 1 online-learning-algorithms 1 recurring-changes 1