A probabilistic approach to case-based inference

DOI10.1016/j.tcs.2015.04.016zbMath1317.68141OpenAlexW2145703012MaRDI QIDQ2346378

Martin Anthony, Joel Ratsaby

Publication date: 1 June 2015

Published in: Theoretical Computer Science (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.tcs.2015.04.016

zbMATH Keywords

pattern recognitionmachine learninggeneralization errormulti-category classificationcase-based learning

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Pattern recognition, speech recognition (68T10)

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Large width nearest prototype classification on general distance spaces, Learning half-spaces on general infinite spaces equipped with a distance function, Large-width bounds for learning half-spaces on distance spaces, Multi-category classifiers and sample width, Dynamic maintenance case base using knowledge discovery techniques for case based reasoning systems

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