Laurent LE BRUSQUET

Associate Professor - CentraleSupélec - GME team

L2S, CentraleSupélec
Bât. Breguet A3.23
3 rue Joliot Curie
91190 Gif-sur-Yvette, France

+33 (0)1 69 85 14 23

Publications

ResearchTeachingPhD Students

Journal articles

2023

Multiblock data analysis with the RGCCA package

Girka, Camenen, Peltier, Gloaguen, Guillemot, Le Brusquet, Tenenhaus
Journal of Statistical Software, p. 1-36, 2023
2022

Parallelization Scheme for Canonical Polyadic Decomposition of Large-Scale High-Order Tensors

Boudehane, Albera, Tenenhaus, Le Brusquet, Boyer
Signal process., 199, Elsevier, p. 108610, 2022
2021

Advancing tools for human early lifecourse exposome research and translation (ATHLETE)

Vrijheid, Basagaña, Gonzalez, Jaddoe, Jensen, Keun, Mceachan, Porcel, Siroux, Swertz, Thomsen, Aasvang, Andrušaitytė, Angeli, Avraam, Ballester, Burton, Bustamante, Casas, Chatzi, Chevrier, Cingotti, Conti, Crépet, Dadvand, Duijts, van Enckevort, Esplugues, Fossati, Garlantézec, Gómez Roig, Grazuleviciene, Gützkow, Guxens, Haakma, Hessel, Hoyles, Hyde, Klanova, van Klaveren, Kortenkamp, Le Brusquet, Leenen, Lertxundi, Lertxundi, Lionis, Llop, Lopez-Espinosa, Lyon-Caen, Maitre, Mason, Mathy, Mazarico, Nawrot, Nieuwenhuijsen, Ortiz, Pedersen, Perelló, Pérez-Cruz, Philippat, Piler, Pizzi, Quentin, Richiardi, Rodriguez, Roumeliotaki, Sabin Capote, Santiago, Santos, Siskos, Strandberg-Larsen, Stratakis, Sunyer, Tenenhaus, Vafeiadi, Wilson, Wright, Yang, Slama
J Expo Anal Environ Epidemiol, 5 (5), Nature Publishing Group, p. e166, 2021

Baseline removal in spectrometry gamma by observation of local minima

This, Le Brusquet, Frigerio, Colas, Bondon
System Theory, Control and Computing Journal, 1 (1), p. 1-12, 2021

Innovative Stochastic Modeling of Residential Exposure to Radio Frequency Electromagnetic Field Sources

Chiaramello, Plets, Fiocchi, Bonato, Tognola, Parazzini, Le Brusquet, Martens, Joseph, Ravazzani
IEEE Journal of Electromagnetics, RF and Microwaves in Medicine and Biology, 5 (1), p. 62-69, 2021
2020

Multiway generalized canonical correlation analysis

Gloaguen, Philippe, Frouin, Gennari, Dehaene-Lambertz, Le Brusquet, Tenenhaus
Biostatistics, 23 (1), Oxford University Press (OUP), p. 240–256, 2020
2019

Time-of-flight angiography at 7T using TONE double spokes with parallel transmission

Saïb, Gras, Mauconduit, Boulant, Vignaud, Brugieres, Le Bihan, Le Brusquet, Amadon
Magn Reson Imaging, Elsevier, 2019

3D space-dependent models for stochastic dosimetry applied to exposure to low frequency magnetic fields

Chiaramello, Le Brusquet, Parazzini, Fiocchi, Bonato, Ravazzani
Bioelectromagnetics, 40, Wiley, p. 170-179, 2019
2018

Characterization of Children’s Exposure to Extremely Low Frequency Magnetic Fields by Stochastic Modeling

Bonato, Parazzini, Chiaramello, Fiocchi, Le Brusquet, Magne, Souques, Röösli, Ravazzani
IJERPH, MDPI, 2018

Uncertainty propagation using the Monte Carlo method in the measurement of airborne particle size distribution with a scanning mobility particle sizer

Coquelin, Le Brusquet, Fischer, Gensdarmes, Motzkus, Macé, Fleury
Measurement Science and Technology, 29 (5), 2018

Conference papers

2022

A Non-Convex Proximal Approach for Centroid-Based Classification

Kahanam, Le Brusquet, Martin, Pesquet
ICASSP 2022 – 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Singapore, Singapour, 2022
2021

Dictionary-based tensor-train sparse coding

Boudehane, Zniyed, Tenenhaus, Le Brusquet, Boyer
28th European Signal Processing Conference, EUSIPCO’20, Amsterdam, Pays-Bas, 2021

Rank-R Multiway Logistic Regression

Girka, Chevaillier, Gloaguen, Gennari, Dehaene-Lambertz, Le Brusquet, Tenenhaus
52èmes Journées de Statistique, Nice, France, 2021
2020

Contribution to continuum estimation in gamma spectrum by observation of local minima

This, Le Brusquet, Frigerio, Colas, Bondon
24th International Conference on System Theory, Control and Computing, Sinaia, Roumanie, 2020
2019

BREAKING THE CURSE OF DIMENSIONALITY FOR COUPLED MATRIX-TENSOR FACTORIZATION

Boudehane, Zniyed, Tenenhaus, Le Brusquet, Boyer
IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP’19), Le Gosier, Guadeloupe, 2019

Innovative stochastic modeling of residential exposure due to a WiFi source placed in uncertain position

Chiaramello, Plets, Fiocchi, Bonato, Tognola, Parazzini, Le Brusquet, Joseph, Ravazzani
BioEM2019 – Annual Joint Meeting of the Bioelectromagnetics Society (BEMS) and the European BioElectromagnetics Association (EBEA), Montpellier, France, 2019
2018

Modelling the exposure of children to extremely low frequency magnetic fields by segmentation

Bonato, Parazzini, Chiaramello, Fiocchi, Le Brusquet, Magne, Souques, Röösli, Ravazzani
Sixth National Congress of Bioenginnering, Milan, Italie, 2018

Stochastic modelling of 3D electric field in children brain exposed to 50 Hz magnetic field

Chiaramello, Parazzini, Fiocchi, Bonato, Le Brusquet, Ravazzani
Sixth National Congress of Bioenginnering, Milan, Italie, 2018

Modelling the exposure of children to extremely low frequency magnetic fields in the ELFSTAT project

Bonato, Parazzini, Chiaramello, Fiocchi, Le Brusquet, Magne, Souques, Röösli, Ravazzani
BioEM 2018, Portorož, Slovénie, 2018

Books

2016
Chapitres d’ouvrages scientifiques

Discriminant Analysis for Multiway Data

Lechuga, Le Brusquet, Perlbarg, Puybasset, Galanaud, Tenenhaus
in Springer Proceedings in Mathematics & Statistics, 2016
2015

Design of low-cost sensors for industrial pocesses energy consumption measurement. Application to the gas flow consumed by a boiler

Hadid, Ouvrard, Le Brusquet, Poinot, Etien, Sicard, Grau
in Sensing Technology: Current Status and Future Trends IV, vol. 12, pp. 23-46, Springer, 2015

Patents and software

These/HDR