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Automated training dataset collection system design for machine learning application in optical networks: an example of quality of transmission estimation.

, , , , , , and . JOCN, 13 (11): 289-300 (2021)

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Experimental Comparisons between Machine Learning and Analytical Models for QoT Estimations in WDM Systems., , , , , , , , , and 1 other author(s). OFC, page 1-3. IEEE, (2020)Automated training dataset collection system design for machine learning application in optical networks: an example of quality of transmission estimation., , , , , , and . JOCN, 13 (11): 289-300 (2021)Improving the accuracy of QoT estimation with insertion loss distribution evaluation for C + L band transmission systems., , and . J. Opt. Commun. Netw., 16 (1): 12-20 (January 2024)Applications of Machine Learning in Optical Communications and Networks., , , , , and . OFC, page 1-91. IEEE, (2020)Blind and Fast Modulation Format Identification by Frequency-offset Loading for Hitless Flexible Transceiver., , , , , , and . OFC, page 1-3. IEEE, (2018)Exploring fragment-based target-specific ranking protocol with machine learning on cathepsin S., , , and . J. Comput. Aided Mol. Des., 33 (12): 1095-1105 (2019)Sparse-fast-Fourier-Transform Assisted Timing/Frequency Synchronization for Optical Coherent Receivers., , , , , and . OECC/PSC, page 1-3. IEEE, (2019)Computational Strategy for Bound State Structure Prediction in Structure-Based Virtual Screening: A Case Study of Protein Tyrosine Phosphatase Receptor Type O Inhibitors., , , , , , , , , and 1 other author(s). J. Chem. Inf. Model., 58 (11): 2331-2342 (2018)