Information Sciences · 2019 · 21 citations · 36 references
ComputingComputer ScienceArtificial IntelligenceData MiningMachine LearningClassificationConcept ExtractionDeep LearningNeural NetworksRepresentation LearningStreaming AlgorithmsConcept DriftPrototype LearningStream MiningStreaming LearningStreaming Machine Learning
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Mining time-changing data streams
Geoff Hulten, Laurie Spencer, Pedro Domingos · 2001 · 1.8K citations
Learning from Time-Changing Data with Adaptive Windowing
Albert Bifet, Ricard Gavaldà · 2007 · 1.7K citations
Mining concept-drifting data streams using ensemble classifiers
Haixun Wang, Wei Fan, Philip S. Yu et al. · 2003 · 1.3K citations
Proceedings of the 27th International Conference on Very Large Data Bases
Peter M. G. Apers, Paolo Atzeni, Stefano Ceri et al. · 2001 · 845 citations
New ensemble methods for evolving data streams
Albert Bifet, Geoffrey Holmes, Bernhard Pfahringer et al. · 2009 · 564 citations · Full text