Page 114 - ITU Journal Future and evolving technologies Volume 2 (2021), Issue 4 – AI and machine learning solutions in 5G and future networks

ITU Journal on Future and Evolving Technologies, Volume 2 (2021), Issue 4

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and judgment of single-point operation of
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August). Deepwalk: Online learning of social the application of artificial intelligence in the field of
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Learning to forget: Continual prediction with the field of China Mobile
lstm, 1999. transmission and IP bearer network
production management and
[8] Qing He, Arash Moayyedi, György Dán, optimization. He published a patent
Georgios P. Koudouridis, Per Tengkvist, "A "A method of MPLS service application based on
Meta-Learning Scheme for Adaptive Short- VPN nesting technology" and "A degradation of IP
Term Network Traffic Prediction", Selected network link quality" "Methods of Detection and
Areas in Communications IEEE Journal on, vol. Protection", won 1 group-level and 3 provincial-
38, no. 10, pp. 2271-2283, 2020. level scientific and technological innovation awards
[9] Y. Tian and L. Pan, "Predicting Short-Term in the field of transmission and bearing. At present,
Traffic Flow by Long Short-Term Memory his main research is the automatic detection of the
Recurrent Neural Network", 2015 IEEE same route of the transmission network and
automatic service opening.

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