Laurent LE BRUSQUET

Associate Professor - CentraleSupélec - GME team

L2S, CentraleSupélec
3 rue Joliot Curie
91190 Gif-sur-Yvette, France

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

2023

Décomposition PARAFAC pour données longitudinales

Sort, Girka, Le Brusquet, Tenenhaus
54es Journées de la Statistique de la SFdS, Bruxelles, Belgique, 2023
2022

Schéma parallélisé-randomisé de la décomposition canonique polyadique pour la localisation de sources de courant intracérébral

Boudehane, Albera, Tenenhaus, Le Brusquet, Boyer
GRETSI 2022 – XXIIXème Colloque Francophone de Traitement du Signal et des Images, Nancy, France, 2022

A Non-Convex Proximal Approach for Centroid-Based Classification

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

Dictionary-based tensor-train sparse coding

Boudehane, Zniyed, Tenenhaus, Le Brusquet, Boyer
28th European Signal Processing Conference (EUSIPCO 2020), 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 (ICSTCC 2020), Sinaia, Roumanie, 2020
2019

Breaking the curse of dimensionality for coupled matrix-tensor factorization

Boudehane, Zniyed, Tenenhaus, Le Brusquet, Boyer
8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP 2019), 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

Books

2023
Chapitres d’ouvrages scientifiques

Missing Values in RGCCA: Algorithms and Comparisons

Peltier, Le Brusquet, Lejeune, Moszer, Tenenhaus
in State of the Art in Partial Least Squares Structural Equation Modeling (PLS-SEM), pp. 9-14, Springer International Publishing, 2023
2016

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