Liste des publications de Gilles Delmaire

Gilles Delmaire, Mahmoud Omidvar, Matthieu Puigt, Frédéric Ledoux, Abdelhakim Limem, et al.. Informed Weighted Non-Negative Matrix Factorization Using αβ-Divergence Applied to Source Apportionment. Entropy, MDPI, 2019, Information Theory Applications in Signal Processing, 21 (3), pp.253. ⟨10.3390/e21030253⟩. ⟨hal-02059209⟩

Mark Scerri, Alessandra Genga, Silvana Iacobellis, Gilles Delmaire, Aldo Giove, et al.. 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. Chemosphere, Elsevier, 2019, 236, pp.124376. ⟨10.1016/j.chemosphere.2019.124376⟩. ⟨hal-02293201⟩

Clément Dorffer, Matthieu Puigt, Gilles Delmaire, Gilles Roussel. Informed Nonnegative Matrix Factorization Methods for Mobile Sensor Network Calibration. IEEE transactions on Signal and Information Processing over Networks, IEEE, 2018, 4 (4), pp.667-682. ⟨10.1109/TSIPN.2018.2811962⟩. ⟨hal-01580604v2⟩

Frédéric Ledoux, Adib Kfoury, Gilles Delmaire, Gilles Roussel, Atallah El Zein, et al.. Contributions of local and regional anthropogenic sources of metals in PM 2.5 at an urban site in northern France. Chemosphere, Elsevier, 2017, 181, pp.713-724. ⟨10.1016/j.chemosphere.2017.04.128⟩. ⟨hal-02293180⟩

A Limem, G Delmaire, Matthieu Puigt, G Roussel, D Courcot. Non-negative matrix factorization under equality constraints—a study of industrial source identification. Applied Numerical Mathematics, Elsevier, 2014, 85, pp.1-15. ⟨10.1016/j.apnum.2014.05.009⟩. ⟨hal-01367321⟩

Gilles Roussel, Laurent Bourgois, Mohammed Benjelloun, Gilles Delmaire. Estimation of a semi-physical GLBE model using dual EnKF learning algorithm coupled with a sensor network design strategy: application to air field monitoring. Information Fusion, Elsevier, 2013, 14, pp.335-348. ⟨10.1016/j.inffus.2013.03.001⟩. ⟨hal-00862593⟩

G. Delmaire, G. Roussel. Joint estimation decision methods for source localization and restoration in parametric convolution processes. Application to accidental pollutant release. Digital Signal Processing, Elsevier, 2012, 22 (1), pp.34-46. ⟨10.1016/j.dsp.2011.09.010⟩. ⟨hal-02292256⟩

Farouk Yahaya, Matthieu Puigt, Gilles Delmaire, Gilles Roussel. Random Projection Streams for (Weighted) Nonnegative Matrix Factorization. IEEE ICASSP 2021, Jun 2021, Toronto, Canada. ⟨hal-03126485⟩

Olivier Vu Thanh, Matthieu Puigt, Farouk Yahaya, Gilles Delmaire, Gilles Roussel. In situ calibration of cross-sensitive sensors in mobile sensor arrays using fast informed non-negative matrix factorization. IEEE ICASSP 2021, Jun 2021, Toronto, Canada. ⟨hal-03126481⟩

Farouk Yahaya, Matthieu Puigt, Gilles Delmaire, Gilles Roussel. Gaussian Compression Stream: Principle and Preliminary Results. iTWIST : international Traveling Workshop on Interactions between low-complexity data models and Sensing Techniques, Dec 2020, Nantes, France. Paper-ID: 11. ⟨hal-02931454⟩

Farouk Yahaya, Matthieu Puigt, Gilles Delmaire, Gilles Roussel. How to Apply Random Projections to Nonnegative Matrix Factorization with Missing Entries?. 27th European Signal Processing Conference, Sep 2019, A Coruña, Spain. pp.1-5, ⟨10.23919/EUSIPCO.2019.8903036⟩. ⟨hal-02151521⟩

Farouk Yahaya, Matthieu Puigt, Gilles Delmaire, Gilles Roussel. Non-Negative Matrix Factorization with Missing Entries: A Random Projection Based Approach. Journée des jeunes chercheurs en Traitement du signal et de l’image 2019 GRAISyHM TSI 2019, Jun 2019, Amiens, France. ⟨hal-02314813⟩

Farouk Yahaya, Matthieu Puigt, Gilles Delmaire, Gilles Roussel. Fast & furious: accelerating weighted NMF using random projections. Workshop on Low-Rank Models and Applications (LRMA), Sep 2019, Mons, Belgium. ⟨hal-02151522⟩

Farouk Yahaya, Matthieu Puigt, Gilles Delmaire, Gilles Roussel. Accélération de la factorisation pondérée en matrices non-négatives par projections aléatoires. GRETSI, Aug 2019, Lille, France. ⟨hal-02145705⟩

Matthieu Puigt, Clément Dorffer, Farouk Yahaya, Gilles Delmaire, Gilles Roussel. Cartographie et étalonnage de capteurs conjoints par traitement des données issues de capteurs mobiles. Colloque National Capteurs et Sciences Participatives, Apr 2019, Paris, France. ⟨hal-02070054⟩

Frédéric Ledoux, C. Roche, M. Borgie, L. Mouffarej, G. Delmaire, et al.. Source contributions to PM10 levels in a coastal area in northern France: a one year study. 28. SETAC Europe annual meeting, May 2018, Rome, Italy. ⟨ineris-01853349⟩

Frédéric Ledoux, Chloé Roche, Mireille Borgie, Lamia Moufarrej, Gilles Delmaire, et al.. Source contributions to PM10 levels in a coastal area in northern France: a one year study. 28th SETAC Europe Annual Meeting, May 2018, Roma, Italy. ⟨hal-01782372⟩

Farouk Yahaya, Matthieu Puigt, Gilles Delmaire, Gilles Roussel. Faster-than-fast NMF using random projections and Nesterov iterations. iTWIST: international Traveling Workshop on Interactions between low-complexity data models and Sensing Techniques, Nov 2018, Marseille, France. ⟨hal-01859713⟩

Farouk Yahaya, Clément Dorffer, Matthieu Puigt, Gilles Delmaire, Gilles Roussel. Calibration en ligne d’un réseau de capteurs mobiles par factorisation matricielle. Individual Air Pollution Sensors: Innovation or Revolution?, Nov 2018, Villeneuve d'Ascq, France. ⟨hal-01868016⟩

Clement Dorffer, Matthieu Puigt, Gilles Delmaire, Gilles Roussel, Romain Rouvoy, et al.. Matrix Factorisation-based Calibration For Air Quality Crowd-sensing. European Geosciences Union General Assembly 2017, Apr 2017, Vienna, Austria. pp.EGU2017-16389. ⟨hal-01495581⟩

Dominique Courcot, C. Roche, M. Borgie, G. Delmaire, G. Roussel, et al.. A one year study to estimate maritime contributions to PM10 levels in a coastal area in northern France. International Conference on Atmospheric Chemical and Biological Processes: Interactions and Impacts (ATMOCHEMBIO), Jun 2017, Clermont-Ferrand, France. ⟨ineris-01853117⟩

Clément Dorffer, Matthieu Puigt, Gilles Delmaire, Gilles Roussel. Outlier-Robust Calibration Method for Sensor Networks. 2017 IEEE International Workshop of Electronics, Control, Measurement, Signals and their application to Mechatronics (ECMSM), May 2017, San Sebastian, Spain. ⟨10.1109/ECMSM.2017.7945907⟩. ⟨hal-01498172⟩

Matthieu Puigt, Gilles Delmaire, Gilles Roussel. Environmental signal processing: new trends and applications. 25th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2017), Apr 2017, Bruges, Belgium. ⟨hal-01476878⟩

Clément Dorffer, Matthieu Puigt, Gilles Delmaire, Gilles Roussel. Méthodes informées de factorisation matricielle pour l'étalonnage aveugle d'un réseau de capteurs mobiles. Doctorale en Traitement du Signal et de l'Image 2017, Apr 2017, Lille, France. ⟨hal-01831913⟩

Clément Dorffer, Matthieu Puigt, Gilles Delmaire, Gilles Roussel. Fast Nonnegative Matrix Factorization and Completion Using Nesterov Iterations. 13th International Conference on Latent Variable Analysis and Signal Separation (LVA/ICA 2017), Feb 2017, Grenoble, France. pp.26-35, ⟨10.1007/978-3-319-53547-0_3⟩. ⟨hal-01469366⟩

Chloé Roche, Frédéric Ledoux, Mireille Borgie, Gilles Delmaire, Gilles Roussel, et al.. Origins of PM 10 in northern coast of France: a one year study to estimate maritime contributions in the Strait of Dover. 22nd European Aerosol Conference, Sep 2016, Tours, France. ⟨hal-01367342⟩

Robert Chreiky, Gilles Delmaire, Clément Dorffer, Matthieu Puigt, Gilles Roussel, et al.. Robust informed split gradient NMF using Alpha Beta-divergence for source apportionment. International Workshop on Machine Learning for Signal Processing (MLSP 2016), Sep 2016, Vietri Sul Mare, Italy. ⟨10.1109/MLSP.2016.7738843⟩. ⟨hal-01371238⟩

Robert Chreiky, Gilles Delmaire, Matthieu Puigt, Gilles Roussel, Antoine Abche. Informed split gradient non-negative matrix factorization using Huber cost function for source apportionment. Proceedings of the 16th IEEE International Symposium on Signal Processing and Information Technology (ISSPIT 2016), IEEE, Dec 2016, Limassol, Cyprus. pp.69-74, ⟨10.1109/ISSPIT.2016.7886011⟩. ⟨hal-01393264⟩

Clément Dorffer, Matthieu Puigt, Gilles Delmaire, Gilles Roussel. Blind mobile sensor calibration using an informed nonnegative matrix factorization with a relaxed rendezvous model. 41st IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2016), Mar 2016, Shanghai, China. pp.2941-2945, ⟨10.1109/ICASSP.2016.7472216⟩. ⟨hal-01367338⟩

Clément Dorffer, Matthieu Puigt, Gilles Delmaire, Gilles Roussel. Nonlinear mobile sensor calibration using informed semi-nonnegative matrix factorization with a Vandermonde factor. 9th IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM 2016), Jul 2016, Rio de Janeiro, Brazil. ⟨10.1109/SAM.2016.7569735⟩. ⟨hal-01371239⟩

Robert Chreiky, Gilles Delmaire, Matthieu Puigt, Gilles Roussel, Dominique Courcot, et al.. Split gradient method for informed non-negative matrix factorization. 12th International Conference on Latent Variable Analysis and Signal Separation (LVA/ICA 2015), Aug 2015, Liberec, Czech Republic. pp.376-383, ⟨10.1007/978-3-319-22482-4_44⟩. ⟨hal-01367330⟩

Clément Dorffer, Matthieu Puigt, Gilles Delmaire, Gilles Roussel. Blind calibration of mobile sensors using informed nonnegative matrix factorization. 12th International Conference on Latent Variable Analysis and Signal Separation (LVA/ICA 2015), Aug 2015, Liberec, Czech Republic. pp.497-505, ⟨10.1007/978-3-319-22482-4_58⟩. ⟨hal-01367332⟩

Marc Plouvin, Abdelhakim Limem, Matthieu Puigt, Gilles Delmaire, Gilles Roussel, et al.. Enhanced NMF initialization using a physical model for pollution source apportionment. 22nd European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2014), Apr 2014, Brugge, Belgium. pp.261-266. ⟨hal-01367324⟩

Abdelhakim Limem, Matthieu Puigt, Gilles Delmaire, Gilles Roussel, Dominique Courcot. Bound constrained weighted NMF for industrial source apportionment. 24th IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2014), Sep 2014, Reims, France. ⟨10.1109/MLSP.2014.6958851⟩. ⟨hal-01367328⟩

Abdelhakim Limem, Gilles Delmaire, Matthieu Puigt, Gilles Roussel, Dominique Courcot. Non-negative matrix factorization using weighted beta divergence and equality constraints for industrial source apportionment. 23rd IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2013), Sep 2013, Southampton, United Kingdom. ⟨10.1109/MLSP.2013.6661903⟩. ⟨hal-01367327⟩

Abdelhakim Limem, Gilles Delmaire, Gilles Roussel, Dominique Courcot. Kullback-leibler NMF under linear equality constraints. Application to pollution source apportionment. 2012 11th International Conference on Information Sciences, Signal Processing and their Applications (ISSPA), Jul 2012, Montreal, Canada. pp.752-757, ⟨10.1109/ISSPA.2012.6310653⟩. ⟨hal-02292190⟩

Farouk Yahaya, Matthieu Puigt, Gilles Delmaire, Gilles Roussel. NMF for Big Data with Missing Entries: A Random Projection Based Approach. 6ème Journée Régionale des Doctorants en Automatique et Traitement du Signal (JRDA), Jul 2019, Lille, France. ⟨hal-02166582⟩

Farouk Yahaya, Matthieu Puigt, Gilles Delmaire, Gilles Roussel. Do random projections fasten an already fast NMF technique using Nesterov optimal gradient?. 5ème Journée Régionale des Doctorants en Automatique et Traitement du Signal (JRDA), Jul 2018, Amiens, France. ⟨hal-01831111⟩

Clément Dorffer, Matthieu Puigt, Gilles Delmaire, Gilles Roussel. Sensor Calibration using Informed Matrix Factorisation for Air Quality Crowdsensing. 4ème Journée Régionale des Doctorants en Automatique et Traitement du signal, Jun 2017, Béthune, France. 2017. ⟨hal-01831329⟩

Clément Dorffer, Matthieu Puigt, Gilles Delmaire, Gilles Roussel, Romain Rouvoy. Traitement de signaux irrégulièrement échantillonnés issus du mobile crowd-sensing pour la surveillance de la qualité de l’air. Innovatives Big Data, Oct 2016, Paris, France. ⟨hal-01371240⟩

Clément Dorffer, Matthieu Puigt, Gilles Delmaire, Gilles Roussel. Méthodes de traitement et de fusion de signaux irrégulièrement échantillonnés issus du crowdsensing. Application à la surveillance citoyenne de la qualité de l'air. 3ème Journée Régionale des Doctorants en Automatique et Traitement du Signal, Jun 2016, Lille, France. ⟨hal-01831327⟩