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On Intra-Class Variance for Deep Learning of Classifiers Cover

On Intra-Class Variance for Deep Learning of Classifiers

Foundations of Computing and Decision Sciences
Volume 44 (2019): Issue 3 (September 2019)
By: Rafał Pilarczyk and  Władysław Skarbek  
Open Access
|Aug 2019

Authors

Rafał Pilarczyk

r.pilarczyk@ire.pw.edu.pl

Warsaw University of Technology

Władysław Skarbek

w.skarbek@ire.pw.edu.pl

Warsaw University of Technology
DOI: https://doi.org/10.2478/fcds-2019-0015 | Journal eISSN: 2300-3405 | Journal ISSN: 0867-6356
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Language: English
Page range: 285 - 301
Submitted on: Jan 29, 2019
Accepted on: Apr 23, 2019
Published on: Aug 28, 2019
Published by: Poznan University of Technology
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year
Keywords:
deep learning of image classifier,
convolutional neural network,
Shanon information measure,
intra-class variance,
image embedding
Related subjects:
Computer sciences,
Artificial intelligence,
Software development

© 2019 Rafał Pilarczyk, Władysław Skarbek, published by Poznan University of Technology
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.

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