| 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 | 104 | 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 | 61 | 2016 |
| Non-negative matrix factorization under equality constraints—a study of industrial source identification A Limem, G Delmaire, M Puigt, G Roussel, D Courcot Applied Numerical Mathematics 85, 1-15, 2014 | 38 | 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 | 31 | 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 | 26 | 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 | 24 | 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 | 23 | 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 | 20 | 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 | 20 | 2010 |
| Investigating the plausibility of a PMF source apportionment solution derived using a small dataset: A case study from a receptor in a rural site in Apulia-South East Italy MM Scerri, A Genga, S Iacobellis, G Delmaire, A Giove, M Siciliano, ... Chemosphere 236, 124376, 2019 | 17 | 2019 |
| Enhanced NMF initialization using a physical model for pollution source apportionment M Plouvin, A Limem, M Puigt, G Delmaire, G Roussel, D Courcot 22nd European Symposium on Artificial Neural Networks, Computational …, 2014 | 17 | 2014 |
| 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 | 16 | 2014 |
| Environmental signal processing: new trends and applications M Puigt, G Delmaire, G Roussel 25th European Symposium on Artificial Neural Networks, Computational …, 2017 | 15 | 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 | 13 | 2015 |
| 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 | 12 | 2019 |
| How to apply random projections to nonnegative matrix factorization with missing entries? F Yahaya, M Puigt, G Delmaire, G Roussel 2019 27th European Signal Processing Conference (EUSIPCO), 1-5, 2019 | 10 | 2019 |
| 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 | 10 | 2016 |
| Outlier-robust calibration method for sensor networks C Dorffer, M Puigt, G Delmaire, G Roussel 2017 IEEE International Workshop of Electronics, Control, Measurement …, 2017 | 9 | 2017 |
| Semi-automatic spectral image stitching for a compact hybrid linescan hyperspectral camera towards near field remote monitoring of potato crop leaves P Chatelain, G Delmaire, A Alboody, M Puigt, G Roussel Sensors 21 (22), 7616, 2021 | 8 | 2021 |
