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1 Ergebnisse
1
Reducing Complexity and Enhancing Predictive Power of ML-Ba..:
, In:
2024 International Conference on Optical Network Design and Modeling (ONDM)
,
Fawaz, Hussein
;
Arpanaei, Farhad
;
Andreoletti, Davide
... - p. 1-6 , 2024
Link:
https://doi.org/10.23919/ONDM61578.2024.10582777
RT T1 <cTitle>2024 International Conference on Optical Network Design and Modeling (ONDM)</cTitle>: T1 <Title>Reducing Complexity and Enhancing Predictive Power of ML-Based Lightpath QoT Estimation via SHAP-Assisted Feature Selection</Title> UL https://suche.suub.uni-bremen.de/peid=ieee-10582777&Exemplar=1&LAN=DE A1 Fawaz, Hussein A1 Arpanaei, Farhad A1 Andreoletti, Davide A1 Sbeity, Ihab A1 Hernandez, Jose Alberto A1 Larrabeiti, David A1 Ayoub, Omran YR 2024 K1 Maximum likelihood estimation K1 Accuracy K1 Computational modeling K1 Predictive models K1 Optical fiber networks K1 Feature extraction K1 Numerical models K1 Quality of Transmission Estimation K1 Explainable Artificial Intelligence K1 Shapley Additive Explanations SP 1 OP 6 LK http://dx.doi.org/https://doi.org/10.23919/ONDM61578.2024.10582777 DO https://doi.org/10.23919/ONDM61578.2024.10582777 SF ELIB - SuUB Bremen
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