Online learning from incomplete data streams with partial labels for multi-classification

DOI10.1016/j.ins.2024.121411MaRDI QIDQ6658945

Shunfu Jin, Da Han, Dianlong You, Xianshan Li, Jiale Liu, Xindong Wu, Zhen Chen, Huigui Yan, Hongtao Wu

Publication date: 8 January 2025

Published in: Information Sciences (Search for Journal in Brave)

zbMATH Keywords

online learningdata streammulti-classificationpartial labelsincomplete feature space

Mathematics Subject Classification ID

Biology and other natural sciences (92-XX) Computer science (68-XX)

Cites Work

• Combination of inductive Mondrian conformal predictors
• Detecting concept change in dynamic data streams
• A survey on concept drift adaptation
• Advances in Artificial Intelligence – SBIA 2004

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