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CCR: A combined cleaning and resampling algorithm for imbalanced data classification Cover

CCR: A combined cleaning and resampling algorithm for imbalanced data classification

International Journal of Applied Mathematics and Computer Science
Volume 27 (2017): Issue 4 (December 2017)
By: Michał Koziarski and  Michał Wożniak  
Open Access
|Jan 2018

Authors

Michał Koziarski

michal.koziarski@pwr.edu.pl

Department of Systems and Computer Networks Wrocław University of Science and Technology, Wybrzeże Wyspiańskiego 27, 50-370, Wrocław, Poland

Michał Wożniak

michal.wozniak@pwr.edu.pl

Department of Systems and Computer Networks Wrocław University of Science and Technology, Wybrzeże Wyspiańskiego 27, 50-370, Wrocław, Poland
DOI: https://doi.org/10.1515/amcs-2017-0050 | Journal eISSN: 2083-8492 | Journal ISSN: 1641-876X
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Language: English
Page range: 727 - 736
Submitted on: Jan 12, 2016
Accepted on: Aug 25, 2017
Published on: Jan 13, 2018
Published by: University of Zielona Góra
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year
Keywords:
machine learning,
classification,
imbalanced data,
preprocessing,
oversampling
Related subjects:
Mathematics,
Applied mathematics

© 2018 Michał Koziarski, Michał Wożniak, published by University of Zielona Góra
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.

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