Addressing Data Sparsity with GANs for Multi-fault Diagnosing in Emerging Cellular Networks
Author:
Affiliation:
1. Qatar University,Qatar Mobility Innovations Centre,Doha,Qatar
Funder
Qatar National Research Fund
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/9722611/9722613/09722696.pdf?arnumber=9722696
Reference11 articles.
1. Machine Learning Approach for Automatic Fault Detection and Diagnosis in Cellular Networks
2. Detection of Sleeping Cells in Self-Organizing Cellular Networks: An Adversarial Auto-Encoder Method
3. Image-to-image translation with conditional adversarial networks;isola;Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition,2017
4. Self-Organizing Cellular Radio Access Network with Deep Learning
5. Perceptual losses for real-time style transfer and super-resolution;johnson;European Conference on Computer Vision,2016
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