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ROSE: robust online self-adjusting ensemble for continual learning on imbalanced drifting data streams

Alberto Cano, Bartosz Krawczyk

2022Machine Learning119 citationsDOIOpen Access PDF

Topics & Concepts

Concept driftComputer scienceData stream miningData streamSkewClassifier (UML)Ensemble learningArtificial intelligenceSliding window protocolMachine learningOnline learningData miningPattern recognition (psychology)TelecommunicationsOperating systemWorld Wide WebWindow (computing)Data Stream Mining TechniquesAnomaly Detection Techniques and ApplicationsMachine Learning and Data Classification
ROSE: robust online self-adjusting ensemble for continual learning on imbalanced drifting data streams | Litcius