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Clément DORFFER

Doctorant, Equipe Specifi

Adresse électronique : dorffer [at] univ-littoral.fr

http://www.cdorffer.net

Publications


2017


Matrix Factorisation-based Calibration For Air Quality Crowd-sensing

C. Dorffer, M. Puigt, G. Delmaire, G. Roussel, R. Rouvoy, I. Sagnier
To appear in EGU General Assembly 2017, 23-28 April, Vienna, Austria

Fast Nonnegative Matrix Factorization and Completion using Nesterov Iterations

C. Dorffer, M. Puigt, G. Delmaire, G. Roussel
Proceedings of the 13th International Conference on Latent Variable Analysis and Signal Separation (LVA/ICA 2017), Grenoble, France, Feb. 2017
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2016


Traitement de signaux irrégulièrement échantillonnés issus du mobile crowd-sensing pour la surveillance de la qualité de l’air

C. Dorffer, M. Puigt, G. Delmaire, G. Roussel, R. Rouvoy
Innovatives Big Data, CNRS, Paris, 13 oct. 2016
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Robust Informed Split Gradient NMF Using Alpha Beta-Divergence For Source Apportionment

R. Chreiky, G. Delmaire, C. Dorffer, M. Puigt, G. Roussel, A. Abche
In Proc. of the 26th IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2016), Vietri Sul Mare, Salerno, Italy, September 13-16, 2016.
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Nonlinear Mobile Sensor Calibration Using Informed Semi-Nonnegative Matrix Factorization With a Vandermonde Factor

C. Dorffer, M. Puigt, G. Delmaire, G. Roussel
In Proc. of 9th IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM 2016), Rio de Janeiro, Brazil, July 10-13, 2016
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Blind Mobile Sensor Calibration Using an Informed Nonnegative Matrix Factorization with a Relaxed Rendezvous Model

C. DORFFER, M. PUIGT, G. DELMAIRE, G. ROUSSEL
In Proc. of the 41st IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2016), pp. 2941 - 2945, Shanghai, China, March 20-25, 2016. DOI 10.1109/ICASSP.2016.7472216
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2015


Blind Calibration of Mobile Sensors Using Informed Nonnegative Matrix Factorization

C. DORFFER, M. PUIGT, G. DELMAIRE, G. ROUSSEL
Proceedings of the 12th International Conference on Latent Variable Analysis and Signal Separation (LVA/ICA 2015), pp. 497-505, Liberec, Czech Republic, August 25-28, 2015
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