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Emmanuel Seve
ORCID
Publication Activity (10 Years)
Years Active: 2013-2021
Publications (10 Years): 9
Top Topics
Network Parameters
Transfer Learning
Machine Learning
Wdm Networks
Top Venues
ECOC
JOCN
OFC
Bell Labs Tech. J.
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Publications
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Matteo Lonardi
,
Jelena Pesic
,
Thierry Zami
,
Emmanuel Seve
,
Nicola Rossi
Machine learning for quality of transmission: a picture of the benefits fairness when planning WDM networks.
JOCN
13 (12) (2021)
Emmanuel Seve
,
Jelena Pesic
,
Yvan Pointurier
Associating machine-learning and analytical models for quality of transmission estimation: combining the best of both worlds.
JOCN
13 (6) (2021)
Jelena Pesic
,
Matteo Lonardi
,
Nicola Rossi
,
Thierry Zami
,
Emmanuel Seve
,
Yvan Pointurier
How Uncertainty on the Fiber Span Lengths Influences QoT Estimation using Machine Learning in WDM Networks.
OFC
(2020)
Jelena Pesic
,
Matteo Lonardi
,
Emmanuel Seve
,
Nicola Rossi
,
Thierry Zami
Transfer Learning from Unbiased Training Data Sets for QoT Estimation in WDM Networks.
ECOC
(2020)
Emmanuel Seve
,
Jelena Pesic
,
Yvan Pointurier
Accurate QoT Estimation by Means of a Reduction of EDFA Characteristics Uncertainties with Machine Learning.
ONDM
(2020)
Emmanuel Seve
,
Camille Delezoide
,
Jelena Pesic
,
Sébastien Bigo
,
Yvan Pointurier
Automated Fiber Type Identification.
ECOC
(2018)
Emmanuel Seve
,
Camille Delezoide
,
Jelena Pesic
,
Fabien Boitier
,
Andrea Sgambelluri
,
Nicola Sambo
,
Alessio Giorgetti
,
Sébastien Bigo
,
Yvan Pointurier
Interactive Automated Fiber Type Identification.
ECOC
(2018)
Emmanuel Seve
,
Jelena Pesic
,
Camille Delezoide
,
Sébastien Bigo
,
Yvan Pointurier
Learning Process for Reducing Uncertainties on Network Parameters and Design Margins.
JOCN
10 (2) (2018)
Emmanuel Seve
,
Jelena Pesic
,
Camille Delezoide
,
Yvan Pointurier
Learning process for reducing uncertainties on network parameters and design margins.
OFC
(2017)
Bruno Lavigne
,
Mathieu Lefrançois
,
Elodie Balmefrezol
,
Christine Bresson
,
Francesco Vacondio
,
Jean-Christophe Antona
,
Emmanuel Seve
,
Olivier Rival
System Design Tool for High Bit Rate Terrestrial Transmission Systems With Coherent Detection.
Bell Labs Tech. J.
18 (3) (2013)