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Journals
Cybernetics and Information Technologies
Volume 22 (2022): Issue 2 (June 2022)
Open Access
Enhancing Weak Nodes in Decision Tree Algorithm Using Data Augmentation
Youness Manzali
Youness Manzali
,
Mohamed El Far
Mohamed El Far
,
Mohamed Chahhou
Mohamed Chahhou
and
Mohammed Elmohajir
Mohammed Elmohajir
| Jun 23, 2022
Cybernetics and Information Technologies
Volume 22 (2022): Issue 2 (June 2022)
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Published Online:
Jun 23, 2022
Page range:
50 - 65
Received:
Mar 14, 2021
Accepted:
Apr 21, 2022
DOI:
https://doi.org/10.2478/cait-2022-0016
Keywords
Decision tree
,
virtual merging node
,
weak nodes
,
nodes similarity
,
data augmentation
© 2022 Youness Manzali et al., published by Sciendo
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
Youness Manzali
LPAIS Laboratory, Faculty of Sciences, USMBA Fez
Morocco
Mohamed El Far
LPAIS Laboratory, Faculty of Sciences, USMBA Fez
Morocco
Mohamed Chahhou
Faculty of sciences UAE
Tetouan, Morocco
Mohammed Elmohajir
Faculty of sciences UAE
Tetouan, Morocco