Céline Lévy-Leduc
Publications
Publications
A novel approach for estimating functions in the multivariate setting based on an adaptive knot selection for B-splinesCOMPSTAT2023, 2023, London (UK), United Kingdom |
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Variable selection in sparse multivariate GLARMA models: Application to germination control by environmentStatistical Methods for Post Genomic Data (SMPGD) 2023, Feb 2023, Ghent (BE), Belgium |
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Identification of prognostic and predictive biomarkers in high-dimensional data with PPLassoInternational Society for Clinical Biostatistics, 2022, Newcastle (GB), United Kingdom |
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Variable selection in sparse GLARMA modelsStatistical Methods for Post-Genomic Data, 2022, Nantes (44000), France |
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A variable selection approach for highly correlated predictors in high-dimensional settings: An application to gene expression dataInternational Society for Clinical Biostatistics, 2020, Krakow, Poland, Poland |
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A robust alternative to the sample autocovariance and autocorrelation functionsInternational Conference on Robust Statistics, May 2019, Guayaquil, Ecuador |
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A robust alternative for the estimation of autocovariance from the frequency domain for multivariate processesInternational Work-Conference on Time Series, Sep 2018, Granada, Spain. pp.1011 - 1012 |
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Fast Detection of Block Boundaries in Block-Wise Constant Matrices12th International Conference on Machine Learning and Data Mining in Pattern Recognition (MLDM 2016), Petra Perner, Jul 2016, New York, NY, United States. pp.214-228, ⟨10.1007/978-3-319-41920-6_16⟩ |
Test d'homogénéité non-paramétrique pour les données Hi-C48èmes Journées de Statistique de la SFdS , May 2016, Montpellier, France |
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Diagonal blockwise matrix segmentation in computational biologyIFCAM Workshop, 2016, Bangalore, India |
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A robust estimation approach for fitting a PARMA model to real data2016 IEEE Statistical Signal Processing Workshop (SSP), Jun 2016, Palma de Mallorca, Spain. 5 p., ⟨10.1109/ssp.2016.7551740⟩ |
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Two-dimensional segmentation for analyzing HiC dataECCB 2014: The 13th European Conference on Computational Biology, Sep 2014, Strasbourg, France. pp.386-392, ⟨10.1093/bioinformatics/btu443⟩ |
Several approaches for detecting change-points in high-dimensional network traffic dataData Analysis for CyberSecurity, Mar 2013, Bristol, United Kingdom |
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Sequential design of experiments for parameter estimation with application to numerical dosimetrIn European Signal Processing Conference (EUSIPCO), Aug 2012, Bucharest, Romania |
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Regularization Methods for Intercepted Radar SignalsIEEE Radar Conference 2011, May 2011, Kansas City, MO,, United States. pp.393-396, ⟨10.1109/RADAR.2011.5960567⟩ |
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Robust Retrospective Multiple Change-point Estimation for Multivariate DataStatistical Signal Processing Workshop, Jun 2011, Nice, France. pp.405--408, ⟨10.1109/SSP.2011.5967716⟩ |
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Sélection de variables dans le modèle linéaire général en grande dimension : application à des approches ``multi-omiques'' pour l'étude de la qualité des grainesIntégration de données biologiques approches informatiques et statistiques, 2022, ISBN 9781789480306 |
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An Overview of Robust Spectral EstimatorsSpringer International Publishing. Cyclostationarity: Theory and Methods IV, pp.204-224, 2020, ⟨10.1007/978-3-030-22529-2_12⟩ |
Long-memory models under outliers : an application to air pollution levelsAir and Noise Pollution, 3, Springer, 2017, Environmental Science and Engineering |
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Several approaches for detecting anomalies in network traffic dataData analysis for network cyber-security, Niall Adams and Nicholas Heard, 200 p., 2014, 978-1-78326-374-5 |
R package: MultiVarSel (available on the CRAN)2017 |
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tsqn: Applications of the Qn Estimator to Time Series (Univariate and Multivariate)2017 |
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R package: EstHer (available on the CRAN)2015 |
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Package R AR1seg (available on the CRAN)2014 |
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Package R HiCseg (available on the CRAN)2014 |
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PPLassoLogiciel hal-04225906v1 |
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GlarmaVarSelLogiciel hal-04224917v1 |
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WLassoLogiciel hal-04224901v1 |
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BlockCovLogiciel hal-04224731v1 |