Towards the use of Unsupervised Causal Learning in Wireless Networks Operation

Towards the use of Unsupervised Causal Learning in Wireless Networks Operation

The current paradigm in Mobile Wireless Networks (MWNs) operation is being defied by the increasing importance of Machine Learning (ML) and Artificial Intelligence (AI). Nevertheless, another paradigm shift is rising with recent developments in causal inference and causal discovery, which, although...

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Bibliographic Details
Main Authors: Marco Sousa, Pedro Vieira, Maria Paula Queluz, António Rodrigues
Format: Article
Language:English
Published: Elsevier 2023-10-01
Series:Journal of King Saud University: Computer and Information Sciences
Subjects:
Wireless networks
Artificial intelligence
Unsupervised learning
Causal inference
Root cause analysis
Performance management
Online Access:http://www.sciencedirect.com/science/article/pii/S131915782300318X

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http://www.sciencedirect.com/science/article/pii/S131915782300318X

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