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 | 106 | 2017 |
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 | 64 | 2016 |
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 | 37 | 2014 |
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 | 33 | 2018 |
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 | 30 | 2016 |
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 | 27 | 2017 |
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 | 23 | 2015 |
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 | 22 | 2016 |
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 | 19 | 2013 |
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 | 19 | 2010 |
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 | 16 | 2014 |
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 | 15* | 2014 |
Environmental signal processing: new trends and applications M Puigt, G Delmaire, G Roussel 25th European Symposium on Artificial Neural Networks, Computational …, 2017 | 14 | 2017 |
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 | 12 | 2015 |
Informed Weighted Non-Negative Matrix Factorization Using αβ-Divergence Applied to Source Apportionment G Delmaire, M Omidvar, M Puigt, F Ledoux, A Limem, G Roussel, ... Entropy 21 (3), 253, 2019 | 11 | 2019 |
Robust informed split gradient NMF using αβ-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 | 9 | 2016 |
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 | 7 | 2016 |
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 | 7 | 2014 |
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 | 7 | 2013 |
Accelerating physical simulations from a multicomponent Lattice Boltzmann method on a single-node multi-GPU architecture J Duchateau, F Rousselle, N Maquignon, G Roussel, C Renaud 2015 10th International Conference on P2P, Parallel, Grid, Cloud and …, 2015 | 6 | 2015 |