CURIE: a cellular automaton for concept drift detection

DOI10.1007/s10618-021-00776-2zbMath1485.68223arXiv2009.09677OpenAlexW3196735466MaRDI QIDQ2066663

Javier Del Ser, Eneko Osaba, Jesus L. Lobo, Francisco Herrera, Albert Bifet

Publication date: 14 January 2022

Published in: Data Mining and Knowledge Discovery (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2009.09677

zbMATH Keywords

cellular automataconcept driftdata stream miningdrift detection

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Cellular automata (computational aspects) (68Q80)

Cites Work

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• Prequential probability: principles and properties
• Characterizing concept drift
• Theory of cellular automata: a survey
• LUNAR: cellular automata for drifting data streams
• Evolving spiking neural networks for online learning over drifting data streams
• A survey on concept drift adaptation

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