Artificial Intelligence (AI) Methods in Optical Networks: A
Comprehensive Survey

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Artificial Intelligence (AI) Methods in Optical Networks: A Comprehensive Survey

5 January 2018

Ramó n J. Durá n

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Papers citing "Artificial Intelligence (AI) Methods in Optical Networks: A Comprehensive Survey"

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Title
Modular and Integrated AI Control Framework across Fiber and Wireless Networks for 6G Merim Dzaferagic Marco Ruffini Daniel C. Kilper 36 1 0 03 Feb 2025
Automatic Design of Telecom Networks with Genetic Algorithms João Correia G. Gama Joao Tiago Guerrinha Ricardo Cadime Pedro Antero Carvalhido T. Vieira Nuno Lourenço 18 0 0 02 Apr 2023
Time-Series Pattern Recognition in Smart Manufacturing Systems: A Literature Review and Ontology Mojtaba A. Farahani M. R. McCormick Robert Gianinny Frank Hudacheck R. Harik Zhichao Liu Thorsten Wuest AI4TS 43 30 0 29 Jan 2023
An Overview of Machine Learning-aided Optical Performance Monitoring Techniques D. K. Tizikara J. Serugunda Andrew Katumba 47 2 0 20 Jun 2021
The Next Decade of Telecommunications Artificial Intelligence Ouyang Ye Lilei Wang Aidong Yang Le Su David Belanger Tongqing Gao Leping Wei Yaqin Zhang 59 17 0 19 Jan 2021
Machine Learning for Intelligent Optical Networks: A Comprehensive Survey Rentao Gu Zeyuan Yang Yuefeng Ji 64 115 0 11 Mar 2020
Centralized and Distributed Machine Learning-Based QoT Estimation for Sliceable Optical Networks T. Panayiotou G. Savva Ioannis Tomkos Georgios Ellinas 33 12 0 22 Aug 2019
Application of Machine Learning in Fiber Nonlinearity Modeling and Monitoring for Elastic Optical Networks Q. Zhuge Xiaobo Zeng Huazhi Lun Meng Cai Xiaoming Liu Weisheng Hu 34 62 0 23 Nov 2018
An Overview on Application of Machine Learning Techniques in Optical Networks F. Musumeci C. Rottondi A. Nag I. Macaluso D. Zibar Marco Ruffini M. Tornatore 100 468 0 21 Mar 2018