Online training of support vector classifier.

DOI10.1016/S0031-3203(03)00038-4zbMath1054.68123OpenAlexW2063484628MaRDI QIDQ1403772

D. Massart

Publication date: 4 September 2003

Published in: Pattern Recognition (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/s0031-3203(03)00038-4

zbMATH Keywords

ClassificationPattern recognitionSupport vector machineOnline training algorithm

Mathematics Subject Classification ID

Pattern recognition, speech recognition (68T10)

Related Items (5)

An unbiased LSSVM model for classification and regression ⋮ Effective Active Learning Strategies for the Use of Large-Margin Classifiers in Semantic Annotation: An Optimal Parameter Discovery Perspective ⋮ Local prediction of nonlinear time series using support vector regression ⋮ Online chaotic time series prediction using unbiased composite kernel machine via Cholesky factorization ⋮ An online core vector machine with adaptive MEB adjustment

Uses Software

• SVMlight

Cites Work

• Theoretical foundations of the potential function method in pattern recognition learning
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