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Creators/Authors contains: "Ruffini, Marco"

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  1. ; ; ; ; ( , IEEE Photonics Technology Letters)
    null (Ed.)
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  2. ; ; ; ; ; ; ( , OFC radio)
    We analyze an optical control plane algorithm designed to operate in real-time to improve generalized-optical signal-to-noise ratio (gOSNR) quality-of-transmission-estimation (QoT-E), based on OSNR monitoring. We report QoT-E performance improvements of up to 1 dB. 
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    Accepted Manuscript Full Text Available
  3. ; ; ; ; ; ; ; ; ; ; et al ( , Proc. OSA OFC’21)
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  4. ; ; ; ; ; ; ( , Optical Fiber Communication Conference 2020 San Diego, California United States)
    A hybrid machine learning (HML) model combining a-priori and a-posteriori knowledge is implemented and tested, which is shown to reduce the prediction error and training complexity, compared to an analytical or neural network learning model. 
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    Full Text Available 
  5. ; ; ; ; ; ; ( , Optical Fiber Communication Conference)
    Abstract: A hybrid machine learning (HML) model combining a-priori and a-posteriori knowledge is implemented and tested, which is shown to reduce the prediction error and training complexity, compared to an analytical or neural network learning model. 
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    Accepted Manuscript Full Text Available