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Learning in the Presence of Concept Drift and Hidden Contexts

Machine Learning · 1996 · Vol. 23(1) · pp. 69–101
Gerhard WidmerMiroslav Kubát
Data Stream Mining TechniquesMachine Learning and AlgorithmsMachine Learning and Data ClassificationConcept driftComputer scienceHeuristicContext (archaeology)Artificial intelligenceNoise (video)Machine learningTheoretical computer scienceData stream mining
Citations
1,416
FWCI
9.75
field-weighted impact
References
44
Percentile
98%
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Citations per year
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References
Queries and Concept Learning
Machine Learning · 1988 · 1,629 citations
Instance-Based Learning Algorithms
Machine Learning · 1991 · 4,094 citations
Explanation-Based Generalization: A Unifying View
Machine Learning · 1986 · 1,172 citations
A theory of the learnable
Communications of the ACM · 1984 · 3,243 citations
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Learning in the Presence of Concept Drift and Hidden Contexts · Scinovex