Publication | Closed Access
An active learning system for mining time-changing data streams
28
Citations
20
References
2007
Year
Incremental LearningEngineeringMachine LearningData ScienceData MiningPattern RecognitionConcept DriftPredictive AnalyticsData Stream MiningKnowledge DiscoveryManagementShift DetectionStreaming AlgorithmComputer ScienceActive Learning SystemTime-changing Data StreamsData ModelingOutdated Model
Mining time-changing data streams is of great interest. The fundamental problems are how to effectively identify the significant changes and organize new training data to adjust the outdated model. In this paper, we propose an active learning system
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