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Self-generating prototypes for pattern classification

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Publication:869039
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DOI10.1016/J.PATCOG.2006.10.018zbMath1113.68084OpenAlexW2098935086MaRDI QIDQ869039

Amir F. Atiya, Hatem A. Fayed, Sherif R. Hashem

Publication date: 26 February 2007

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

Full work available at URL: https://doi.org/10.1016/j.patcog.2006.10.018


zbMATH Keywords

learning vector quantizationGaussian mixture modelsnearest neighborprototype classifiersself-generating neural trees


Mathematics Subject Classification ID

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


Related Items (1)

Evolving spiking neural networks for online learning over drifting data streams


Uses Software

  • UCI-ml
  • ElemStatLearn
  • Unnamed Item



Cites Work

  • Unnamed Item
  • Unnamed Item
  • Self-organization and associative memory
  • Optimal reference subset selection for nearest neighbor classification by tabu search
  • A Branch and Bound Algorithm for Computing k-Nearest Neighbors
  • The elements of statistical learning. Data mining, inference, and prediction




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