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Scalable real-time classification of data streams with concept drift.

, , , and . Future Gener. Comput. Syst., (2017)

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On expressiveness and uncertainty awareness in rule-based classification for data streams., , , , and . Neurocomputing, (2017)Context-Aware Collaborative Data Stream Mining in Ubiquitous Devices., , , and . IDA, volume 7014 of Lecture Notes in Computer Science, page 22-33. Springer, (2011)MARS: A Personalised Mobile Activity Recognition System., , , , and . MDM, page 316-319. IEEE Computer Society, (2012)Parallel Concept Drift Detection with Online Map-Reduce., and . ICDM Workshops, page 402-407. IEEE Computer Society, (2012)Next place prediction by understanding mobility patterns., , , , , and . PerCom Workshops, page 469-474. IEEE Computer Society, (2015)Improving the Learning of Recurring Concepts through High-Level Fuzzy Contexts., , and . RSKT, volume 6401 of Lecture Notes in Computer Science, page 234-239. Springer, (2010)Learning recurring concepts from data streams with a context-aware ensemble., , and . SAC, page 994-999. ACM, (2011)Mobile Activity Recognition Using Ubiquitous Data Stream Mining., , , , and . DaWaK, volume 7448 of Lecture Notes in Computer Science, page 130-141. Springer, (2012)Data stream mining in ubiquitous environments: state-of-the-art and current directions., , , , and . WIREs Data Mining Knowl. Discov., 4 (2): 116-138 (2014)Recurring concept detection for spam filtering., , and . FUSION, page 1-7. IEEE, (2014)