Journal of Systems and Software · 2014 · 28 citations · 17 references
ComputingComputer ScienceData ScienceBig Data AnalyticsData MiningMachine LearningData PreprocessingData WarehousingMachine Learning For Big DataScalable Data MiningStream ProcessingStreaming AlgorithmsConcept DriftData Stream MiningData Stream ModelIncremental Data MiningStream MiningStreaming Data MiningStreaming Machine Learning
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Mining high-speed data streams
Pedro Domingos, Geoff Hulten · 2000 · 2.2K citations · Full text
Assessing agreement on classification tasks: the kappa statistic
Jean Carletta · ArXiv.org · 1996 · 2.1K citations · Full text
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
Learning in the Presence of Concept Drift and Hidden Contexts
Gerhard Widmer, Miroslav Kubát · Machine Learning · 1996 · 1.4K citations · Full text