Online feature selection for multi-source streaming features

DOI10.1016/j.ins.2022.01.008OpenAlexW4205835993MaRDI QIDQ6199495

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Publication date: 28 February 2024

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

Full work available at URL: https://doi.org/10.1016/j.ins.2022.01.008

zbMATH Keywords

feature selectionMarkov blanketmulti-source streaming features

Mathematics Subject Classification ID

Computational learning theory (68Q32) Markov processes: estimation; hidden Markov models (62M05) Learning and adaptive systems in artificial intelligence (68T05) Computing methodologies for image processing (68U10) Image processing (compression, reconstruction, etc.) in information and communication theory (94A08) Computational aspects of data analysis and big data (68T09)

Cites Work

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• Causal inference using invariant prediction: identification and confidence intervals
• Streaming feature-based causal structure learning algorithm with symmetrical uncertainty

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