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Dynamic ensemble selection classification algorithm based on window over imbalanced drift data stream

Meng Han, Xilong Zhang, Zhiqiang Chen, Hongxin Wu, Muhang Li

2022Knowledge and Information Systems19 citationsDOI

Topics & Concepts

Concept driftComputer scienceData streamData stream miningClassifier (UML)AlgorithmData miningResamplingSliding window protocolStatistical classificationDynamic dataSelection (genetic algorithm)Artificial intelligencePattern recognition (psychology)Machine learningWindow (computing)TelecommunicationsProgramming languageOperating systemData Stream Mining TechniquesAnomaly Detection Techniques and ApplicationsMachine Learning and Data Classification
Dynamic ensemble selection classification algorithm based on window over imbalanced drift data stream | Litcius