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Root Cause Analysis of Temporal Network Faults using Echo State Networks Cover

Root Cause Analysis of Temporal Network Faults using Echo State Networks

International Journal of Applied Mathematics and Computer Science
Volume 36 (2026): Issue 1 (March 2026)
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Open Access
|Mar 2026
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DOI: https://doi.org/10.61822/amcs-2026-0005 | Journal eISSN: 2083-8492 | Journal ISSN: 1641-876X
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Language: English
Page range: 53 - 65
Submitted on: Jun 26, 2025
Accepted on: Oct 22, 2025
Published on: Mar 21, 2026
Published by: University of Zielona Góra
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year
Keywords:
network fault management,
root cause analysis (RCA),
temporal dynamics,
echo state network (ESN),
reservoir computing,
recurrent neural network (RNN),
machine learning,
automated network operation
Related subjects:
Mathematics,
Applied mathematics

© 2026 Bixian Zhang, Yixia Chen, published by University of Zielona Góra
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.

Volume 36 (2026): Issue 1 (March 2026)
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