Gilles Delmaire

发表

How to Apply Random Projections to Nonnegative Matrix Factorization with Missing Entries?

Farouk Yahaya, Matthieu Puigt, Gilles Delmaire, 2019, 2019 27th European Signal Processing Conference (EUSIPCO).

Blind mobile sensor calibration using an informed nonnegative matrix factorization with a relaxed rendezvous model

Matthieu Puigt, Gilles Delmaire, Gilles Roussel, 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Two joint estimation decision methods for pollutant source monitoring: A comparison

Gilles Delmaire, Régis Lherbier, E. Carlier, 2002, 2002 11th European Signal Processing Conference.

Estimation of a semi-physical GLBE model using dual EnKF learning algorithm coupled with a sensor network design strategy: Application to air field monitoring

Mohammed Benjelloun, Gilles Delmaire, Gilles Roussel, 2013, Inf. Fusion.

Kullback-leibler NMF under linear equality constraints. Application to pollution source apportionment

Gilles Delmaire, Gilles Roussel, Abdelhakim Limem, 2012, ISSPA.

Nonlinear mobile sensor calibration using informed semi-nonnegative matrix factorization with a Vandermonde factor

Matthieu Puigt, Gilles Delmaire, Gilles Roussel, 2016, 2016 IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM).

Joint estimation decision methods for source localization and restoration in parametric convolution processes. Application to accidental pollutant release

Gilles Delmaire, Gilles Roussel, G. Delmaire, 2012, Digit. Signal Process..

NMF for Big Data with Missing Entries: A Random Projection Based Approach

Farouk Yahaya, Matthieu Puigt, Gilles Delmaire, 2019 .

Robust informed split gradient NMF using αβ-divergence for source apportionment

Antoine Abche, Matthieu Puigt, Gilles Delmaire, 2016, 2016 IEEE 26th International Workshop on Machine Learning for Signal Processing (MLSP).

Blind Calibration of Mobile Sensors Using Informed Nonnegative Matrix Factorization

Matthieu Puigt, Gilles Delmaire, Gilles Roussel, 2015, LVA/ICA.

Faster-than-fast NMF using random projections and Nesterov iterations pdf

Farouk Yahaya, Matthieu Puigt, Gilles Delmaire, 2018, ArXiv.

Informed Nonnegative Matrix Factorization Methods for Mobile Sensor Network Calibration

Matthieu Puigt, Gilles Delmaire, Gilles Roussel, 2018, IEEE Transactions on Signal and Information Processing over Networks.

Informed Weighted Non-Negative Matrix Factorization Using αβ-Divergence Applied to Source Apportionment

Matthieu Puigt, Gilles Delmaire, Gilles Roussel, 2019, Entropy.

Split Gradient Method for Informed Non-negative Matrix Factorization

Antoine Abche, Matthieu Puigt, Gilles Delmaire, 2015, LVA/ICA.

Environmental signal processing: new trends and applications

Matthieu Puigt, Gilles Delmaire, Gilles Roussel, 2017, ESANN.

Enhanced NMF initialization using a physical model for pollution source apportionment

Matthieu Puigt, Gilles Delmaire, Gilles Roussel, 2014, ESANN.

Fast Nonnegative Matrix Factorization and Completion Using Nesterov Iterations

Matthieu Puigt, Gilles Delmaire, Gilles Roussel, 2017, LVA/ICA.

Informed Split Gradient Non-negative Matrix factorization using Huber cost function for source apportionment

Antoine Abche, Matthieu Puigt, Gilles Delmaire, 2016, 2016 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT).

Non-negative Matrix Factorization using weighted beta divergence and equality constraints for industrial source apportionment

Matthieu Puigt, Gilles Delmaire, Gilles Roussel, 2013, 2013 IEEE International Workshop on Machine Learning for Signal Processing (MLSP).

Separation problem of industrial particles emissions using a stationary scattering model

Gilles Delmaire, Gilles Roussel, Régis Lherbier, 2000, Environ. Model. Softw..

Bound constrained weighted NMF for industrial source apportionment

Matthieu Puigt, Gilles Delmaire, Gilles Roussel, 2014, 2014 IEEE International Workshop on Machine Learning for Signal Processing (MLSP).

Gaussian Compression Stream: Principle and Preliminary Results pdf

Farouk Yahaya, Matthieu Puigt, Gilles Delmaire, 2020, ArXiv.

Matrix Factorisation-based Calibration For Air Quality Crowd-sensing

Romain Rouvoy, Matthieu Puigt, Gilles Delmaire, 2017 .

In Situ Calibration of Cross-Sensitive Sensors in Mobile Sensor Arrays Using Fast Informed Non-Negative Matrix Factorization

Farouk Yahaya, Matthieu Puigt, Gilles Delmaire, 2021, ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Random Projection Streams for (Weighted) Nonnegative Matrix Factorization

Farouk Yahaya, Matthieu Puigt, Gilles Delmaire, 2021, ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Outlier-robust calibration method for sensor networks

Matthieu Puigt, Gilles Delmaire, Gilles Roussel, 2017, 2017 IEEE International Workshop of Electronics, Control, Measurement, Signals and their Application to Mechatronics (ECMSM).

PM2.5 source apportionment in a French urban coastal site under steelworks emission influences using constrained non-negative matrix factorization receptor model.

Gilles Delmaire, Gilles Roussel, Dominique Courcot, 2016, Journal of environmental sciences.

Do random projections fasten an already fast NMF technique using Nesterov optimal gradient

Farouk Yahaya, Matthieu Puigt, Gilles Delmaire, 2018 .

Origins of PM 10 in northern coast of France: a one year study to estimate maritime contributions in the Strait of Dover

Matthieu Puigt, Gilles Delmaire, Gilles Roussel, 2016 .

Contributions of local and regional anthropogenic sources of metals in PM2.5 at an urban site in northern France.

Gilles Delmaire, Gilles Roussel, Dominique Courcot, 2017, Chemosphere.