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Pattern Layer Reduction for a Generalized Regression Neural Network by Using a Self–Organizing Map Cover

Pattern Layer Reduction for a Generalized Regression Neural Network by Using a Self–Organizing Map

International Journal of Applied Mathematics and Computer Science
Volume 28 (2018): Issue 2 (June 2018)
By: Serkan Kartal,  Mustafa Oral and  Buse Melis Ozyildirim  
Open Access
|Jun 2018

Authors

Serkan Kartal

skartal@cu.edu.tr

Department of Computer Engineering University of Cukurova, 01330 Balcali, Saricam/, Adana, Turkey

Mustafa Oral

Department of Computer Engineering University of Cukurova, 01330 Balcali, Saricam/, Adana, Turkey

Buse Melis Ozyildirim

Department of Computer Engineering University of Cukurova, 01330 Balcali, Saricam/, Adana, Turkey
DOI: https://doi.org/10.2478/amcs-2018-0031 | Journal eISSN: 2083-8492 | Journal ISSN: 1641-876X
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Language: English
Page range: 411 - 424
Submitted on: Apr 27, 2017
|
Accepted on: Oct 25, 2017
|
Published on: Jun 29, 2018
Published by: University of Zielona Góra
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year
Keywords:
generalized regression neural network,
artificial neural network,
self-organizing maps,
nearest neighbour,
reduced dataset
Related subjects:
Mathematics,
Applied mathematics

© 2018 Serkan Kartal, Mustafa Oral, Buse Melis Ozyildirim, published by University of Zielona Góra
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.

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