Stéphane Gosselin

Orcid: 0000-0003-4221-2653

According to our database1, Stéphane Gosselin authored at least 37 papers between 2006 and 2023.

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Bibliography

2023
A Practical Approach to Novel Class Discovery in Tabular Data.
CoRR, 2023

Novel Class Discovery: an Introduction and Key Concepts.
CoRR, 2023

An Interactive Interface for Novel Class Discovery in Tabular Data.
Proceedings of the Machine Learning and Knowledge Discovery in Databases: Applied Data Science and Demo Track, 2023

Découvrir de nouvelles classes dans des données tabulaires.
Proceedings of the Extraction et Gestion des Connaissances, 2023

2022
A Method for Discovering Novel Classes in Tabular Data.
Proceedings of the IEEE International Conference on Knowledge Graph, 2022

2021
Deep Infinite Mixture Models for Fault Discovery in GPON-FTTH Networks.
IEEE Access, 2021

Stochastic Backpropagation through Fourier Transforms.
Proceedings of the 29th European Signal Processing Conference, 2021

2020
On the Variational Posterior of Dirichlet Process Deep Latent Gaussian Mixture Models.
CoRR, 2020

An Infinite Multivariate Categorical Mixture Model for Self-Diagnosis of Telecommunication Networks.
Proceedings of the 23rd Conference on Innovation in Clouds, 2020

2019
Key technologies to accelerate the ICT Green evolution - An operator's point of view.
CoRR, 2019

2018
Optimization of the upstream bandwidth allocation in passive optical networks using internet users' behavior forecast.
Proceedings of the 2018 International Conference on Optical Network Design and Modeling, 2018

Dynamic reallocation of SLA parameters in passive optical network based on clustering analysis.
Proceedings of the 21st Conference on Innovation in Clouds, 2018

2017
Model-Based Probabilistic Reasoning for Self-Diagnosis of Telecommunication Networks: Application to a GPON-FTTH Access Network.
J. Netw. Syst. Manag., 2017

Application of probabilistic modeling and machine learning to the diagnosis of FTTH GPON networks.
Proceedings of the 2017 International Conference on Optical Network Design and Modeling, 2017

2016
A highly adaptable probabilistic model for self-diagnosis of GPON-FTTH access networks.
Proceedings of the 24th International Conference on Software, 2016

Performance demonstration of fiber and wireless fronthaul combination with remote powering.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2016

A tutorial on the EM algorithm for Bayesian networks: Application to self-diagnosis of GPON-FTTH networks.
Proceedings of the 2016 International Wireless Communications and Mobile Computing Conference (IWCMC), 2016

Fronthaul performance demonstration in a WDM-PON-based convergent network.
Proceedings of the European Conference on Networks and Communications, 2016

2015
Fixed and Mobile Convergence: Which Role for Optical Networks?
JOCN, 2015

Fixed and Mobile Convergence: Which role for optical networks?
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2015

Status reporting versus non status reporting dynamic bandwidth allocation.
Proceedings of the 6th International Conference on the Network of the Future, 2015

Fixed-mobile Convergence: Infrastructure, functionality, services - The combo perspective.
Proceedings of the 16th IEEE International Conference on High Performance Switching and Routing, 2015

A complete fronthaul CWDM single fiber solution including improved monitoring scheme.
Proceedings of the 2015 European Conference on Networks and Communications, 2015

BBU placement over a WDM aggregation network considering OTN and overlay fronthaul transport.
Proceedings of the European Conference on Optical Communication, 2015

2014
An energy consumption comparison of different mobile backhaul and fronthaul optical access architectures.
Proceedings of the European Conference on Optical Communication, 2014

2013
France Telecom's PON deployment, learnt lessons and next steps.
Proceedings of the 2013 Optical Fiber Communication Conference and Exposition and the National Fiber Optic Engineers Conference (OFC/NFOEC), 2013

Unified access and aggregation network allowing fixed and mobile networks to converge.
Proceedings of the 2013 Optical Fiber Communication Conference and Exposition and the National Fiber Optic Engineers Conference (OFC/NFOEC), 2013

Converged fixed and mobile broadband networks based on next generation point of presence.
Proceedings of the 2013 Future Network & Mobile Summit, Lisboa, Portugal, July 3-5, 2013, 2013


2011
Recherche de motifs fréquents dans une base de cartes combinatoires. (Frequent pattern discovery in combinatorial maps databases).
PhD thesis, 2011

Efficient search of combinatorial maps using signatures.
Theor. Comput. Sci., 2011

Frequent Submap Discovery.
Proceedings of the Combinatorial Pattern Matching - 22nd Annual Symposium, 2011

2009
Signatures of Combinatorial Maps.
Proceedings of the Combinatorial Image Analysis, 13th International Workshop, 2009

2007
Survivable MPLS Over Optical Transport Networks: Cost and Resource Usage Analysis.
IEEE J. Sel. Areas Commun., 2007

Optimized Design of Survivable MPLS over Optical Transport Networks. Optical Switching and Networking
CoRR, 2007

2006
Optimized design of survivable MPLS over optical transport networks.
Opt. Switch. Netw., 2006

Overview of the optical broadband access evolution: a joint article by operators in the IST network of excellence e-Photon/One.
IEEE Commun. Mag., 2006


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