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Comparison of Prototype Selection Algorithms Used in Construction of Neural Networks Learned by SVD Cover

Comparison of Prototype Selection Algorithms Used in Construction of Neural Networks Learned by SVD

International Journal of Applied Mathematics and Computer Science
Volume 28 (2018): Issue 4 (December 2018)
By: Norbert Jankowski  
Open Access
|Jan 2019

Authors

Norbert Jankowski

norbert@is.umk.pl

Department of Informatics Nicolaus Copernicus University, ul. Grudziądzka 5/7, 87-100, Toruń, Poland
DOI: https://doi.org/10.2478/amcs-2018-0055 | Journal eISSN: 2083-8492 | Journal ISSN: 1641-876X
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Language: English
Page range: 719 - 733
Published on: Jan 11, 2019
Published by: University of Zielona Góra
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year
Keywords:
radial basis function network,
extreme learning machines,
kernel methods,
prototypes,
prototype selection,
machine learning,
k nearest neighbours
Related subjects:
Mathematics,
Applied mathematics

© 2019 Norbert Jankowski, published by University of Zielona Góra
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.

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