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Initialization insensitive LVQ algorithm based on cost-function adaptation

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Publication:1772739
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DOI10.1016/J.PATCOG.2004.11.011zbMath1074.68591OpenAlexW2066671570MaRDI QIDQ1772739

A. K. Qin, P. N. Suganthan

Publication date: 21 April 2005

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

Full work available at URL: https://doi.org/10.1016/j.patcog.2004.11.011


zbMATH Keywords

Generalized learning vector quantizationHarmonic average distanceInitialization sensitiveness


Mathematics Subject Classification ID

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


Related Items (5)

\(K\)-harmonic means data clustering with simulated annealing heuristic ⋮ Precise determination of the orbital elements of binary stars using differential evolution ⋮ Aspects in classification learning -- review of recent developments in learning vector quantization ⋮ Application of the cross entropy method to the GLVQ algorithm ⋮ Regularized margin-based conditional log-likelihood loss for prototype learning




Cites Work

  • Evaluation of prototype learning algorithms for nearest-neighbor classifier in application to handwritten character recognition




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