Articles with "imbalanced small" as a keyword



Fault and Severity Diagnosis Using Deep Learning for Self-Organizing Networks With Imbalanced and Small Datasets

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Published in 2025 at "IEEE Access"

DOI: 10.1109/access.2025.3537659

Abstract: With the growing complexity of wireless networks, manual management of networks becomes infeasible. To address this, self-organizing networks (SONs) have been introduced to provide solutions by offering self-organizing approaches to networks. Developing effective self-organizing approaches… read more here.

Keywords: diagnosis; imbalanced small; small datasets; severity ... See more keywords