Incremental exemplar learning schemes for classification on embedded devices

DOI10.1007/s10994-008-5067-5zbMath1464.68313OpenAlexW2117775691MaRDI QIDQ2036259

Daniel Nikovski, Ankur Jain

Publication date: 28 June 2021

Published in: Machine Learning (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10994-008-5067-5

zbMATH Keywords

entropymutual informationinstance-based learningAUC analysisexemplar learningParzen density estimator

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Learning and adaptive systems in artificial intelligence (68T05)

Uses Software

• UCI-ml
• ElemStatLearn

Cites Work

• Reduction techniques for instance-based learning algorithms
• Advances in instance selection for instance-based learning algorithms
• Prototype selection for dissimilarity-based classifiers
• On Estimation of a Probability Density Function and Mode
• The elements of statistical learning. Data mining, inference, and prediction
• Unnamed Item

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