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Stefano Fortunati , Alexandre Renaux , Frédéric Pascal
2020 IEEE 30th International Workshop on Machine Learning for Signal Processing (MLSP), Sep 2020, Espoo, Finland. pp.1-6, ⟨10.1109/MLSP49062.2020.9231865⟩
Conference papers hal-02976889v1
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M-regression spectral estimator for periodic ARMA models. An empirical investigation

Alessandro José Queiroz Sarnaglia , Valdério Anselmo Reisen , Pascal Bondon , Céline Lévy-Leduc
Stochastic Environmental Research and Risk Assessment, 2021, 35 (3), pp.653-664. ⟨10.1007/s00477-020-01958-y⟩
Journal articles hal-03185742v1
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M-Estimators of Scatter with Eigenvalue Shrinkage

Esa Ollila , Daniel P. Palomar , Frédéric Pascal
ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2020, Barcelone, Spain. pp.5305-5309, ⟨10.1109/ICASSP40776.2020.9054555⟩
Conference papers hal-02591476v1
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Optimal Opponent Selection for Distributed Multi-Agent Self-Classification

Hang Zou , Youba Nait-Belaid , Michel Kieffer
2018 IEEE Global Communications Conference (GLOBECOM 2018), Dec 2018, Abu Dhabi, United Arab Emirates. ⟨10.1109/glocom.2018.8648103⟩
Conference papers hal-02649822v1
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A Time-Evolving 3D Method Dedicated to the Reconstruction of Solar plumes and Results Using Extreme Ultra-Violet Data

Nicolas Barbey , Frédéric Auchère , Thomas Rodet , Jean-Claude Vial
Preprints, Working Papers, ... hal-00221471v2
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Spatio-Spectral Multichannel Reconstruction from few Low-Resolution Multispectral Data

Mohamed El Amine Hadj-Youcef , François Orieux , Aurélia Fraysse , A. Abergel
26th European Signal Processing Conference (EUSIPCO 2018), Sep 2018, Rome, Italy
Conference papers hal-01952286v1
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3D space-dependent models for stochastic dosimetry applied to exposure to low frequency magnetic fields

E Chiaramello , Laurent Le Brusquet , M. Parazzini , S. Fiocchi , M Bonato , et al.
Bioelectromagnetics, 2019, 40, pp.170-179. ⟨10.1002/bem.22179⟩
Journal articles hal-01871257v1

Robust RMT for covariance matrix estimation and applications to signal processing

Frédéric Pascal
9th International Conference of the ERCIM WG on Computational and Methodological Statistics (CMStatistics 2016), Dec 2016, Sevilla, Spain
Conference papers hal-01634291v1

A Comparative Study of Statistical-Based Change Detection Methods for Multidimensional and Multitemporal SAR Images

Ammar Mian , Frédéric Pascal
Advances in Condition Monitoring and Structural Health Monitoring, Springer Singapore, pp.189-206, 2021, Lecture Notes in Mechanical Engineering, ⟨10.1007/978-981-15-9199-0_18⟩
Book sections hal-03519611v1
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Empirical study of robust estimation methods for PAR models with application to the air quality area

Carlo Correa Solci , Valdério A. Reisen , Alessandro Jose Queiroz Sarnaglia , Pascal Bondon
Communications in Statistics - Theory and Methods, 2020, 49 (1), pp.152-168. ⟨10.1080/03610926.2018.1533970⟩
Journal articles hal-01886198v1

Estimation bayésienne de sources de pollution de nappes phréatiques

Boujemaa Ait-El-Fqui , Jean-François Giovannelli , Alexandre Girard , Nicolas Paul
Colloque GRETSI, Sep 2011, Bordeaux, France
Conference papers hal-00669078v1

Estimation of the Ising field parameter from incomplete and noisy data

Jean-François Giovannelli
ICIP, Sep 2011, Bruxelles, Belgium. pp.1893-1896
Conference papers hal-00669079v1
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The Informational Approach to Global Optimization in presence of very noisy evaluation results. Application to the optimization of renewable energy integration strategies

Héloïse Dutrieux , Ivana Aleksovska , Julien Bect , Emmanuel Vazquez , Delille Gauthier , et al.
47èmes Journées de Statistique de la SFdS (JdS 2015), Jun 2015, Lille, France
Conference papers hal-01163565v1
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Robust estimation analysis for signal and image processing

Gordana Draskovic
Signal and Image Processing. Université Paris-Saclay - CentraleSupélec, 2019. English. ⟨NNT : ⟩
Theses tel-02494757v1
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On the use of Matrix Information Geometry for Polarimetric SAR Image Classification

Pierre Formont , Jean-Philippe Ovarlez , Frédéric Pascal
Matrix Information Geometry, Springer Berlin Heidelberg, pp.257-276, 2013, ⟨10.1007/978-3-642-30232-9_10⟩
Book sections istex hal-02494996v1

Advances on RGCCA

Arthur Tenenhaus
Three-way methods In Chemistry And Psychology (TRICAP), 2018, New Mexico, United States
Conference papers hal-03111191v1
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Fast myopic 2D-SIM Super Resolution Microscopy with Joint Modulation Pattern Estimation

François Orieux , Vincent Loriette , Jean-Christophe Olivo-Marin , Eduardo Sepulveda , Alexandra Fragola
Inverse Problems, 2017, 33 (12), pp.125005. ⟨10.1088/1361-6420/aa8f5b⟩
Journal articles hal-01623761v1
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New insights into the statistical properties of M-estimators and application to signal detection

Gordana Draskovic , Frédéric Pascal
International Conference on Robust Statistics, Jul 2018, Leuven, Belgium. pp.22-23
Conference papers hal-02186220v1
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Convergence and Fluctuations of Regularized Tyler Estimators

Abla Kammoun , Romain Couillet , Frédéric Pascal , Mohamed-Slim Alouini
IEEE Transactions on Signal Processing, 2016, 64 (4), pp.1048-1060. ⟨10.1109/tsp.2015.2494858⟩
Journal articles hal-01377665v1
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Fusing Eigenvalues

Shahab Basiri , Esa Ollila , Gordana Draskovic , Frédéric Pascal
2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2019), May 2019, Brighton, United Kingdom. pp.4968-4972, ⟨10.1109/ICASSP.2019.8682906⟩
Conference papers hal-02186196v1

Hepatocellular carcinoma: CT texture analysis as a predictor of survival after surgical resection

Lucie Brenet Defour , Sébastien Mulé , Arthur Tenenhaus , Tullio Piardi , Daniele Sommacale , et al.
European Radiology, 2019, 29 (3), pp.1231-1239. ⟨10.1007/s00330-018-5679-5⟩
Journal articles hal-03111127v1

RGCCA Shiny, a graphical package for multimodal omics data analysis: application to Parkinson’s disease

Etienne Camenen , Caroline Peltier , Francois-Xavier Lejeune , Arthur Tenenhaus , Ivan Moszer
Journées Ouvertes de Biologie, Informatique et Mathématique, Jun 2020, Montpellier, France
Conference papers hal-03111146v1

Significant correlation between a set of genetic polymorphisms and a functional brain network revealed by feature selection and sparse Partial Least Squares.

Vincent Guillemot , Vincent Frouin , Philippe Pinel , Christophe Lalanne , Laura Trinchera , et al.
NeuroImage, 2012, 63 (1), pp.11-24. ⟨10.1016/j.neuroimage.2012.06.061⟩
Journal articles istex hal-00750902v1
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Uncertainty propagation using the Monte Carlo method in the measurement of airborne particle size distribution with a scanning mobility particle sizer

Loïc Coquelin , Laurent Le Brusquet , Nicolas Fischer , François Gensdarmes , Charles Motzkus , et al.
Measurement Science and Technology, 2018, 29 (5), ⟨10.1088/1361-6501/aaae87⟩
Journal articles hal-01871218v1

Hepatobiliary MR contrast agent uptake as a predictive biomarker of aggressive features on pathology and reduced recurrence-free survival in resectable hepatocellular carcinoma: comparison with dual-tracer 18F-FDG and 18F-FCH PET/CT

Sébastien Mulé , Julia Chalaye , François Legou , Arthur Tenenhaus , Julien Caldéraro , et al.
European Radiology, 2020, 30 (10), pp.5348-5357. ⟨10.1007/s00330-020-06923-5⟩
Journal articles hal-03111135v1
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Fast Joint Multiband Reconstruction from Wideband Images Based on Low Rank Approximation

M. Amine Amine Hadj-Youcef , François Orieux , Alain Abergel , Aurélia Fraysse
IEEE Transactions on Computational Imaging, 2020, pp.1-1. ⟨10.1109/TCI.2020.2998170⟩
Journal articles hal-02778981v1
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Robust Semiparametric DOA Estimation in non-Gaussian Environment

Stefano Fortunati , Alexandre Renaux , Frédéric Pascal
IEEE RadarConf 20, 2020, Florence, Italy. ⟨10.1109/RadarConf2043947.2020.9266451⟩
Conference papers hal-02976918v1
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Reconstruction hyperspectraleà haute résolutionà partir de mesures de spectrometrie

Ralph Abi Rizk , François Orieux , Alain Abergel
27eme Colloque GRETSI Traitement du Signal & des Images, GRETSI 2019, Aug 2019, Lille, France
Conference papers hal-02500952v1
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Propriété CFAR-Matrice du Détecteur BORD -Application Radar sur Signaux Expérimentaux non-Gaussiens

Frédéric Pascal , Jean-Philippe Ovarlez , Philippe Forster , Pascal Larzabal
Vingt-cinquième Colloque GRETSI 2005, Sep 2005, Louvain-la-Neuve, Belgique
Conference papers hal-02495007v1
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On the Asymptotics of Maronna's Robust PCA

Gordana Draskovic , Arnaud Breloy , Frédéric Pascal
IEEE Transactions on Signal Processing, 2019, 67 (19), pp.4964-4975. ⟨10.1109/TSP.2019.2932877⟩
Journal articles hal-02399630v1