Driftage: a multi-agent system framework for concept drift detection.
Diogo Munaro VieiraChrystinne FernandesCarlos LucenaSergio LifschitzPublished in: GigaScience (2022)
We conclude that using Driftage, arises a new paradigm to implement concept drift algorithms with multi-agent architecture that contributes to split drift detection responsability, algorithms interpretability and more dynamic algorithms adaptation.