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Gilles Roussel
Gilles Roussel
Full Professor at LISIC/ULCO
Verified email at univ-littoral.fr
Title
Cited by
Cited by
Year
Contributions of local and regional anthropogenic sources of metals in PM2. 5 at an urban site in northern France
F Ledoux, A Kfoury, G Delmaire, G Roussel, A El Zein, D Courcot
Chemosphere 181, 713-724, 2017
1042017
PM2. 5 source apportionment in a French urban coastal site under steelworks emission influences using constrained non-negative matrix factorization receptor model
A Kfoury, F Ledoux, C Roche, G Delmaire, G Roussel, D Courcot
Journal of Environmental Sciences 40, 114-128, 2016
612016
Non-negative matrix factorization under equality constraints - a study of industrial source identification
DC A. LIMEM, G. DELMAIRE, M. PUIGT, G. ROUSSEL
Applied Numerical Mathematics 85, 1–15, 2014
382014
Informed nonnegative matrix factorization methods for mobile sensor network calibration
C Dorffer, M Puigt, G Delmaire, G Roussel
IEEE Transactions on Signal and Information Processing over Networks 4 (4 …, 2018
332018
Blind mobile sensor calibration using an informed nonnegative matrix factorization with a relaxed rendezvous model
C Dorffer, M Puigt, G Delmaire, G Roussel
2016 IEEE International Conference on Acoustics, Speech and Signal …, 2016
312016
Fast nonnegative matrix factorization and completion using Nesterov iterations
C Dorffer, M Puigt, G Delmaire, G Roussel
Latent Variable Analysis and Signal Separation: 13th International …, 2017
262017
Blind calibration of mobile sensors using informed nonnegative matrix factorization
C Dorffer, M Puigt, G Delmaire, G Roussel
Latent Variable Analysis and Signal Separation: 12th International …, 2015
242015
Nonlinear mobile sensor calibration using informed semi-nonnegative matrix factorization with a Vandermonde factor
C Dorffer, M Puigt, G Delmaire, G Roussel
2016 IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM), 1-5, 2016
232016
Non-negative matrix factorization using weighted beta divergence and equality constraints for industrial source apportionment
A Limem, G Delmaire, M Puigt, G Roussel, D Courcot
2013 IEEE International Workshop on Machine Learning for Signal Processing …, 2013
202013
Une version pondérée de la Factorisation Matricielle Non Negative pour l'identification de sources de particules atmospheriques. Application au littoral de la Mer du Nord
G Delmaire, G Roussel, D Hleis, F Ledoux
Apii Jesa Journal Europeen Des Systemes Automatises 44 (4), 547, 2010
202010
Enhanced NMF initialization using a physical model for pollution source apportionment
DC M. Plouvin, A. Limem, M. Puigt, G. Delmaire, G. Roussel
Proceedings of the 22nd European Symposium on Artificial Neural Networks …, 2014
172014
Bound constrained weighted NMF for industrial source apportionment
A Limem, M Puigt, G Delmaire, G Roussel, D Courcot
2014 IEEE International Workshop on Machine Learning for Signal Processing …, 2014
162014
Bound constrained weighted NMF for industrial source apportionment
DC A. LIMEM, M. PUIGT, G. DELMAIRE, G. ROUSSEL
Proceedings of the 24th IEEE International Workshop on Machine Learning for …, 2014
16*2014
Environmental signal processing: new trends and applications
M Puigt, G Delmaire, G Roussel
25th European Symposium on Artificial Neural Networks, Computational …, 2017
152017
Split gradient method for informed non-negative matrix factorization
R Chreiky, G Delmaire, M Puigt, G Roussel, D Courcot, A Abche
Latent Variable Analysis and Signal Separation: 12th International …, 2015
132015
Informed Weighted Non-Negative Matrix Factorization Using áâ-Divergence Applied to Source Apportionment
G Delmaire, M Omidvar, M Puigt, F Ledoux, A Limem, G Roussel, ...
Entropy 21 (3), 253, 2019
122019
Robust informed split gradient NMF using áâ-divergence for source apportionment
R Chreiky, G Delmaire, C Dorffer, M Puigt, G Roussel, A Abche
2016 IEEE 26th International Workshop on Machine Learning for Signal …, 2016
102016
Informed split gradient non-negative matrix factorization using huber cost function for source apportionment
R Chreiky, G Delmaire, M Puigt, G Roussel, A Abche
2016 IEEE International Symposium on Signal Processing and Information …, 2016
82016
The Use of a Non Negative Matrix Factorization Method Combined to PM2.5 Chemical Data for a Source Apportionment Study in Different Environments
A Kfoury, F Ledoux, A Limem, G Delmaire, G Roussel, D Courcot
Air Pollution Modeling and its Application XXIII, 79-84, 2014
72014
Estimation of a semi-physical GLBE model using dual EnKF learning algorithm coupled with a sensor network design strategy: Application to air field monitoring
G Roussel, L Bourgois, M Benjelloun, G Delmaire
Information Fusion 14 (4), 335-348, 2013
72013
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