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Frédéric Bertrand

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Publications

Bayesian Network structure learning algorithm for highly missing and non imputable data: Application to breast cancer radiotherapy data

Mélanie Piot , Frédéric Bertrand , Sébastien Guihard , Jean-Baptiste Clavier , Myriam Maumy
Artificial Intelligence in Medicine, 2024, 147, pp.102743. ⟨10.1016/j.artmed.2023.102743⟩
Journal articles hal-04429586v1

Human Body Shapes Anomaly Detection and Classification Using Persistent Homology

Steve de Rose , Philippe Meyer , Frédéric Bertrand
Algorithms, 2023, 16 (3), pp.161. ⟨10.3390/a16030161⟩
Journal articles hal-04429748v1
Image document

The MHC class I MICA gene is a histocompatibility antigen in kidney transplantation

Raphael Carapito , Ismail Aouadi , Martin Verniquet , Meiggie Untrau , Angélique Pichot
Nature Medicine, 2022, 28 (5), pp.989-998. ⟨10.1038/s41591-022-01725-2⟩
Journal articles hal-03762019v1

Accounting for multiple imputation-induced variability for differential analysis in mass spectrometry-based label-free quantitative proteomics

Marie Chion , Frédéric Bertrand , Christine Carapito
PLoS Computational Biology, 2022, 18 (8), pp.e1010420. ⟨10.1371/journal.pcbi.1010420⟩
Journal articles hal-03577069v1

How visual attention span and phonological skills contribute to N170 print tuning: An EEG study in French dyslexic students

Alexis Cheviet , Anne Bonnefond , Frédéric Bertrand , Myriam Maumy-Bertrand , Nadège Doignon-Camus
Brain and Language, 2022, 234, pp.105176. ⟨10.1016/j.bandl.2022.105176⟩
Journal articles hal-03792224v1
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selectBoost : a general algorithm to enhance the performance of variable selection methods

Frédéric Bertrand , Ismaïl Aouadi , Nicolas Jung , Raphael Carapito , Laurent Vallat
Bioinformatics, 2021, 37 (5), pp.659-668. ⟨10.1093/bioinformatics/btaa855⟩
Journal articles hal-03206128v1

New Developments in Sparse PLS Regression

Jérémy Magnanensi , Myriam Maumy-Bertrand , Nicolas Meyer , Frédéric Bertrand
Frontiers in Applied Mathematics and Statistics, 2021, 7, ⟨10.3389/fams.2021.693126⟩
Journal articles hal-03576294v1

Fitting and Cross-Validating Cox Models to Censored Big Data With Missing Values Using Extensions of Partial Least Squares Regression Models

Frédéric Bertrand , Myriam Maumy-Bertrand
Frontiers in Big Data, 2021, 4, ⟨10.3389/fdata.2021.684794⟩
Journal articles hal-03576291v1
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Combining label‐free and label‐based accurate quantifications with SWATH‐MS: Comparison with SRM and PRM for the evaluation of bovine muscle type effects

Joanna Bons , Gauthier Husson , Marie Chion , Muriel Bonnet , Myriam Maumy-Bertrand
Proteomics, 2021, 21 (10), pp.2000214. ⟨10.1002/pmic.202000214⟩
Journal articles hal-03199937v1
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Temporal multiomic modeling reveals a B-cell receptor proliferative program in chronic lymphocytic leukemia

Cedric Schleiss , Raphael Carapito , Luc-Matthieu Fornecker , Leslie Muller , Nicodème Paul
Leukemia, 2021, 35, pp.1463-1474. ⟨10.1038/s41375-021-01221-5⟩
Journal articles hal-03206125v1
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Compatibility at amino acid position 98 of MICB reduces the incidence of graft-versus host disease in conjunction with the CMV status

Raphaël Carapito , Ismaïl Aouadi , Angelique Pichot , Perrine Spinnhirny , Aurore Morlon
Bone Marrow Transplantation, 2020, 15, Online ahead of print. ⟨10.1038/s41409-020-0886-5⟩
Journal articles inserm-02545513v1
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Determining the number of components in PLS regression on incomplete data set

Titin Agustin Nengsih , Frédéric Bertrand , Myriam Maumy-Bertrand , Nicolas Meyer
Statistical Applications in Genetics and Molecular Biology, 2019, ⟨10.1515/sagmb-2018-0059⟩
Journal articles hal-02356797v1

Rencontre mathématicien·e·s – industriels : les mathématiques au coeur du dialogue

Frédéric Bertrand , Céline Caldini Queiros , Myriam Maumy-Bertrand , Christophe Prud'Homme , Jean-Baptiste Wahl
Matapli, 2019, 118, pp.13-18
Journal articles hal-03577142v1
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BCR-associated factors driving chronic lymphocytic leukemia cells proliferation ex vivo

Cédric Schleiss , Wassila Ilias , Ouria Tahar , Yonca Güler , Laurent Miguet
Scientific Reports, 2019, 9 (1), ⟨10.1038/s41598-018-36853-8⟩
Journal articles hal-02290791v1

A Core Proliferative Program Induced By B-Cell Receptor Stimulation in Chronic Lymphocytic Leukemia Cells

Cédric Schleiss , Raphaël Carapito , Luc Fornecker , Leslie Muller , Nicodème Paul
Journal articles hal-03408179v1
Image document

Multi-omics dataset to decipher the complexity of drug resistance in diffuse large B-cell lymphoma

Luc-Matthieu Fornecker , Leslie Muller , Frédéric Bertrand , Nicodème Paul , Angelique Pichot
Scientific Reports, 2019, 9 (1), ⟨10.1038/s41598-018-37273-4⟩
Journal articles hal-02275054v1

A new universal resample-stable bootstrap-based stopping criterion for PLS component construction

Jérémy Magnanensi , Frédéric Bertrand , Myriam Maumy-Bertrand , Nicolas Meyer
Statistics and Computing, 2017, 27 (3), pp.757-774. ⟨10.1007/s11222-016-9651-4⟩
Journal articles hal-03576295v1

Matching for the non-conventional MHC-I MICA gene significantly reduces the incidence of acute and chronic GVHD

R. Carapito , Nicolas Jung , M. Kwemou , M. Untrau , S. Michel
Journal articles hal-01362680v1

Deviance residuals-based sparse PLS and sparse kernel PLS regression for censored data

Philippe Bastien , Frédéric Bertrand , Nicolas Meyer , Myriam Maumy-Bertrand
Bioinformatics, 2015, 31 (3), ⟨10.1093/bioinformatics/btu660⟩
Journal articles hal-01299454v1

Cascade: a R package to study, predict and simulate the diffusion of a signal through a temporal gene network.

Nicolas Jung , Frédéric Bertrand , Seiamak Bahram , Laurent Vallat , Myriam Maumy-Bertrand
Bioinformatics, 2014, 3 (4), pp.571-3. ⟨10.1093/bioinformatics/btt705⟩
Journal articles hal-01150065v1

Reverse-engineering the genetic circuitry of a cancer cell with predicted intervention in chronic lymphocytic leukemia.

Laurent Vallat , Corey A Kemper , Nicolas Jung , Myriam Maumy-Bertrand , Frédéric Bertrand
Proceedings of the National Academy of Sciences of the United States of America, 2013, 110 (2), pp.459-64. ⟨10.1073/pnas.1211130110⟩
Journal articles hal-01203756v1

Late harvest as factor affecting esca and botryosphaeria dieback prevalence of vineards in the Alsace region of France

Philippe Kuntzmann , Julie Barbe , Myriam Maumy-Bertrand , Frédéric Bertrand
Vitis, 2013, 52 (4), pp.197-204
Journal articles hal-03576322v1

Effect of continuous positive airway pressure treatment on short-term memory performance over 24 h of sustained wakefulness in patients with obstructive sleep apnea–hypopnea syndrome

Jérôme Grenèche , Jean Krieger , Frédéric Bertrand , Christine Erhardt , Myriam Maumy
Sleep Medicine, 2013, 14 (10), ⟨10.1016/j.sleep.2013.07.002⟩
Journal articles hal-01299412v1

Régression Bêta PLS

Frédéric Bertrand , Nicolas Meyer , Michèle Beau-Faller , Karim El Bayed , Izzie-Jacques Namer
Journal de la Société Française de Statistique, 2012, 154 (3), pp.143--159
Journal articles hal-03576308v1

Short-term memory performances during sustained wakefulness in patients with obstructive sleep apnea-hypopnea syndrome.

Jérome Grenèche , Jean Krieger , Frédéric Bertrand , Christine Erhardt , Myriam Maumy-Bertrand
Brain and Cognition, 2011, 75 (1), pp.39-50. ⟨10.1016/j.bandc.2010.10.003⟩
Journal articles hal-00634709v1

Effect of continuous positive airway pressure treatment on the subsequent EEG spectral power and sleepiness over sustained wakefulness in patients with obstructive sleep apnea-hypopnea syndrome.

Jérome Grenèche , Jean Krieger , Frédéric Bertrand , Christine Erhardt , Alain Muzet
Clinical Neurophysiology, 2011, 122 (5), pp.958-65. ⟨10.1016/j.clinph.2010.09.003⟩
Journal articles hal-00637133v1
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Behavioural adjustment in response to increased predation risk: a study in three duck species.

Cédric Zimmer , Mathieu Boos , Frédéric Bertrand , Jean-Patrice Robin , Odile Petit
PLoS ONE, 2011, 6 (4), pp.e18977. ⟨10.1371/journal.pone.0018977⟩
Journal articles hal-00590514v1

Using Partial Triadic Analysis for Depicting the Temporal Evolution of Spatial Structures: Assessing Phytoplankton Structure and Succession in a Water Reservoir

Frédéric Bertrand , Myriam Maumy-Bertrand
Case Studies in Business, Industry and Government Statistics, 2010, 4 (1), p. 23-43, http://www.bentley.edu/csbigs/documents/bertrand2.pdf
Journal articles hal-00552303v1

Weakly Invariant Designs, Rotatable Designs and Polynomial Designs

Frédéric Bertrand
Contemporary mathematics, 2010, 516, pp.49-60. ⟨10.1090/conm/516⟩
Journal articles hal-00493572v1

Comparaison de variantes de régressions logistiques PLS et de régression PLS sur variables qualitatives : application aux données d'allélotypage

Nicolas Meyer , Myriam Maumy , Frédéric Bertrand
Journal de la Société Française de Statistique, 2010, 151 (2), pp.1-18
Journal articles hal-00489251v1

Assessing phytoplankton structure and spatio-temporal dynamics in a freshwater ecosystem using a powerful multiway statistical analysis.

Anne Rolland , Frédéric Bertrand , Myriam Maumy , Stéphan Jacquet
Water Research, 2009, 43 (13), pp.3155-68. ⟨10.1016/j.watres.2009.03.049⟩
Journal articles hal-00410679v1

G-invariance faible et isovariance en planification expérimentale

Frédéric Bertrand
Comptes Rendus. Mathématique, 2009, 347 (1-2), p. 93-98. ⟨10.1016/j.crma.2008.09.027⟩
Journal articles hal-00356578v1

A characterization of grapevine trunk diseases in France from data generated by the National Grapevine Wood Diseases Survey.

Lionel Fussler , Nathalie Kobes , Frédéric Bertrand , Myriam Maumy , Jacques Grosman
Phytopathology, 2008, 98 (5), pp.571-9. ⟨10.1094/PHYTO-98-5-0571⟩
Journal articles hal-00331233v1

Chronic food shortage and seasonal modulations of daily torpor and locomotor activity in the grey mouse lemur (Microcebus murinus).

Sylvain Giroud , Stéphane Blanc , Fabienne Aujard , Frédéric Bertrand , Caroline Gilbert
AJP - Regulatory, Integrative and Comparative Physiology, 2008, 294, pp.R1958-R1967. ⟨10.1152/ajpregu.00794.2007⟩
Journal articles hal-00276443v1

Problèmes de construction de type polynomial II - Quelques résultats d'existence de plans sphériques isovariants exacts.

Frédéric Bertrand
Comptes Rendus. Mathématique, 2008, 346 (23-24), pp.1289-1293. ⟨10.1016/j.crma.2008.09.029⟩
Journal articles hal-00345319v1

Étude statistique des données collectées par l'Observatoire National des Maladies du Bois de la Vigne

Frédéric Bertrand , Myriam Maumy , Lionel Fussler , Nathalie Kobes , Serge Savary
Journal de la Société Française de Statistique, 2008, 149 (4), p. 73-106
Journal articles hal-00356580v1

Social play in crested and japanese macaques: testing the covariation hypothesis.

Odile Petit , Frédéric Bertrand , Bernard Thierry
Developmental Psychobiology, 2008, 50 (4), pp.399-407. ⟨10.1002/dev.20305⟩
Journal articles hal-00277319v1

Problèmes de construction de type polynomial I – Caractérisations polynomiales des propriétés usuelles d'un plan

Frédéric Bertrand
Comptes Rendus. Mathématique, 2008, 346 (21-22), pp.1181-1186. ⟨10.1016/j.crma.2008.09.028⟩
Journal articles hal-00338186v1

Vignes, maladies du bois, des facteurs clefs. Premiers résultats de l'analyse statistique des données de l'Observatoire national

Nathalie Kobes , Lionel Fussler , Maël Pleynet , Serge Savary , Frédéric Bertrand
Phytoma la Défense des Végétaux, 2007, 604, pp.33-37
Journal articles hal-00160262v1
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Développements d'Edgeworth de deux estimateurs d'une proportion de mesures
–––
Edgeworth expansions for two point estimators of the proportion of measures

Frédéric Bertrand , Myriam Maumy
Comptes Rendus. Mathématique, 2007, 345 (7), pp.399-404. ⟨10.1016/j.crma.2007.07.017⟩
Journal articles hal-00184244v1
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Using Factor Analyses to explore data generated by the National Grapevine Wood Diseases Survey

Frédéric Bertrand , Myriam Maumy , Lionel Fussler , Nathalie Kobes , Serge Savary
Case Studies in Business, Industry and Government Statistics, 2007, 1 (2), pp. 183-202
Journal articles hal-00166970v1

Vigne, maladies du bois, des facteurs-clés

Nathalie Kobes , Lionel Fussler , Maël Pleynet , Serge Savary , Frédéric Bertrand
Phytoma la Défense des Végétaux, 2007, 604, pp.33-37
Journal articles hal-02654375v1

Identify malfunctions and their possible causes using rules, application to process mining

Benoit Vuillemin , Frédéric Bertrand
2022 IEEE International Conference on Data Mining Workshops (ICDMW), Nov 2022, Orlando, United States. pp.105-112, ⟨10.1109/ICDMW58026.2022.00023⟩
Conference papers hal-04457757v1

Bayesian Networks for Acute Toxicity Modeling in the Case of Radiotherapy Treatment of Breast Cancer

Mélanie Piot , Frédéric Bertrand , Jean-Baptiste Clavier , Sébastien Guihard , Rémi Eugène
SHeIC 2021 Smart Healthcare International Conference, Dec 2021, Troyes, France
Conference papers hal-03577192v1

Introduction to Process Mining for the Improvement of Patient’s Journeys

Frédéric Bertrand , Myriam Maumy-Bertrand , Yoann Valero
SHeIC 2021 Smart Healthcare International Conference, Dec 2021, Troyes, France
Conference papers hal-03577183v1

Using monotone spline smoothing to combine label-free and label-based accurate quantifications with DIA-MS: application to bovine muscle samples

Marie Chion , Joanna Bons , Muriel Bonnet , Myriam Maumy-Bertrand , Christine Carapito
e-Chimiométrie 2021, Feb 2021, Virtuel, France
Conference papers hal-03577327v1

Utilisation de la science des données pour analyser des bases de données d’un observatoire du vignoble français

Elizaveta Logosha , Solène Malblanc , Frédéric Bertrand , Myriam Maumy-Bertrand , Céline Abidon
Conférence Internationale Francophone sur la Science des Données (CIFSD) 9e édition, Jun 2021, Marseille, France. p161-172
Conference papers hal-03577541v1

A New Algorithm for Reverse-Engineering Patterned Heterogenous Networks

Myriam Maumy-Bertrand , Frédéric Bertrand
2021 SIAM Annual Meeting (AN21), Jul 2021, Virtuel, United States
Conference papers hal-03577217v1

Modèle de régression par spline monotone pour données de protéomique quantitative

Marie Chion , Joanna Bons , Muriel Bonnet , Myriam Maumy-Bertrand , Christine Carapito
Journées de Statistique 2021, Jun 2021, Virtuel, France
Conference papers hal-03577311v1

The Select Boost Algorithm Improves Variable Selection in Linear Models

Frédéric Bertrand , Myriam Maumy-Bertrand
2021 SIAM Annual Meeting (AN21), Jul 2021, Virtuel, United States
Conference papers hal-03577215v1

Network Reverse Engineering with Approximate Bayesian Computation

Myriam Maumy-Bertrand , Frédéric Bertrand
useR! 2021, Jul 2021, Zurich (virtuel), Switzerland
Conference papers hal-03577348v1

Partial Least Squares Regression for Beta Regression Models

Frédéric Bertrand , Myriam Maumy-Bertrand
useR! 2021, Jul 2021, Zurich (virtuel), Switzerland
Conference papers hal-03577245v1

Kernel PLS Beta Regressions

Frédéric Bertrand , Myriam Maumy-Bertrand , Nicolas Meyer
Thirteenth International Conference on Chemometrics in Analytical Chemistry, Jun 2021, Budapest, Hungary
Conference papers hal-03578028v1

A New Algorithm to Decipher Patterned Heterogenous Networks

Frédéric Bertrand , Myriam Maumy-Bertrand
2021 Joint Statistical Meetings, American Statistical Association, Aug 2021, Virtuel, United States
Conference papers hal-03577202v1

Improving Variable Selection in Linear Models Using the Select Boost Algorithm

Myriam Maumy-Bertrand , Frédéric Bertrand
2021 Joint Statistical Meetings, American Statistical Association, Aug 2021, Virtuel, United States
Conference papers hal-03577205v1

Prévision de la consommation d’électricité à l’échelle individuelle dans les secteurs résidentiel et tertiaire

Fatima Fahs , Frédéric Bertrand , Myriam Maumy-Bertrand
Conférence Internationale Francophone sur la Science des Données (CIFSD) 9e édition, Jun 2021, Marseille, France. p187-199
Conference papers hal-03577524v1

Influence of Missing Data on Determining the Number of Components for a PLS Regression on MCAR and MAR mechanism

Titin Agustin Nengsih , Frédéric Bertrand , Myriam Maumy-Bertrand , Nicolas Meyer
Data Science Summer School DS3 2021, Jan 2021, Palaiseau, France
Conference papers hal-03577565v1

Deciphering Biological Networks with Patterned Heterogeneous (multiOmics) Measurements

Frédéric Bertrand , Myriam Maumy-Bertrand
User! 2020, Jul 2020, Saint Louis (cancelled), United States
Conference papers hal-03577589v1

networkABC : Network Reverse Engineering with Approximate Bayesian Computation

Myriam Maumy-Bertrand , Frédéric Bertrand
User! 2020, Jul 2020, Saint Louis (cancelled), United States
Conference papers hal-03577594v1

Dealing with imputation-caused variance using moderated t-test

Marie Chion , Christine Carapito , Frédéric Bertrand
User! 2020, Jul 2020, Saint Louis (cancelled), United States
Conference papers hal-03577610v1

Selectboost: Enhance the Performance of Variable Selection in Correlated Datasets

Frédéric Bertrand , Myriam Maumy-Bertrand
User! 2020, Jul 2020, Saint Louis (cancelled), United States
Conference papers hal-03577599v1

Prévision de la consommation d'électricité à l'échelle des ménages

Fatima Fahs , Myriam Maumy-Bertrand , Céline Caldini Queiros , Frédéric Bertrand
51èmes Journées de Statistique de la SFDS, Jun 2019, Nancy, France
Conference papers hal-03325038v1

Missing data and variational auto-encoders: a case study

Frédéric Bertrand , Myriam Maumy-Bertrand
Data Science Summer School 2019, Jun 2019, Palaiseau, France
Conference papers hal-03577716v1
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Système de recommandation : algorithmes et application à la plateforme KeeSeeK

Vidal Agniel , Frédéric Bertrand , Emmanuelle Claeys , Alexandre Delyon , Myriam Maumy-Bertrand
Les 51es Journées de Statistique, Jun 2019, Nancy, France
Conference papers hal-02572688v1

Energy consumption analysis

Fatima Fahs , Myriam Maumy-Bertrand , Jean-Baptiste Wahl , Frédéric Bertrand
International Congress on Industrial and Applied Mathematics, Jul 2019, Valence, Spain
Conference papers hal-03577656v1

Dealing with imputation caused variance in quantitative proteomics data

Marie Chion , Leslie Muller , Nicolas Pythoud , Christine Carapito , Frédéric Bertrand
Spectrométrie de Masse et Analyse Protéomique (SMAP) 2019, Sep 2019, Strasbourg, France
Conference papers hal-03577366v1

The Performance of Different Algorithms to Determine the Number of Components for a PLS Regression on MCAR and MAR mechanism

Titin Agustin Nengsih , Frédéric Bertrand , Myriam Maumy-Bertrand , Nicolas Meyer
Statlearn 2019, Apr 2019, Grenoble, France
Conference papers hal-03577733v1

Influence of Missing Data on Determining the Number of Components for a PLS Regression on MCAR and MAR mechanism

Titin Agustin Nengsih , Frédéric Bertrand , Myriam Maumy-Bertrand , Nicolas Meyer
The 19th Annual Conference of the European Network for Business and Industrial Statistics, Sep 2019, Budapest, Hungary
Conference papers hal-03577639v1

Imputation multiple et prise en compte de l’incertitude pour les données de protéomique quantitative

Marie Chion , Frédéric Bertrand , Christine Carapito
GDR Stats et Santé, Oct 2019, Paris, France
Conference papers hal-03577359v1

PEPS DataFlow : Analyse de données pour des capteurs fluidiques à haute précision

Jean-Baptiste Wahl , Frédéric Bertrand , Myriam Maumy-Bertrand
9e Biennale Française des Mathématiques Appliquées et Industrielles, SMAI 2019, May 2019, Guidel Plages, France
Conference papers hal-03577408v1
Image document

Imputation multiple et prise en compte de l'incertitude pour les données de protéomique quantitative

Marie Chion , Frédéric Bertrand , Christine Carapito
51èmes Journées de Statistique, Jun 2019, Nancy, France
Conference papers hal-02337123v1

Center of Modeling and Simulation of Strasbourg

Céline Caldini Queiros , Zakaria Belhachmi , Frédéric Bertrand , Vincent Chabannes , Fatima Fahs
International Congress on Industrial and Applied Mathematics, Jul 2019, Valence, Spain
Conference papers hal-03577701v1

Prédiction à court terme de la consommation d’énergie d’un ménage

Fatima Fahs , Myriam Maumy-Bertrand , Frédéric Bertrand
INFORSID 2018, May 2018, Nantes, France
Conference papers hal-03325069v1

A Comparison of Determining the Number of Components of a PLS Regression for MAR Mechanism

Titin Agustin Nengsih , Frédéric Bertrand , Myriam Maumy-Bertrand , Nicolas Meyer
18th Annual Conference of the European Network for Business and Industrial Statistics, Sep 2018, Nancy, France
Conference papers hal-03577739v1

Robustifying Partial Least Square Generalized Linear Regression

Frédéric Bertrand , Myriam Maumy-Bertrand
SIAM AN 2018, Jul 2018, Portland, United States
Conference papers hal-03577816v1

Determining the number of components of a PLS regression on incomplete data

Titin Agustin Nengsih , Frédéric Bertrand , Myriam Maumy-Bertrand , Nicolas Meyer
23rd International Conference on Computational Statistics, Aug 2018, Iasi, Romania
Conference papers hal-03577747v1

Choosing the Number of Components for PLSGR Models : Influence of Missing Values

Myriam Maumy-Bertrand , Frédéric Bertrand
SIAM AN 2018, Jul 2018, Portland, United States
Conference papers hal-03577818v1
Image document

Multi-objective optimization of the thermal-hydraulic behavior for a sodium fast reactor with a gas power conversion system

Avent Grange , Frédéric Bertrand , Jean-Baptiste Droin , Amandine Marrel , Olivier Boutin
ICNTHS 2018, Oct 2018, Paris, France
Conference papers hal-02116842v1

Number of components for Partial Least Squares generalized linear models with missing data

Myriam Maumy-Bertrand , Frédéric Bertrand
Joint Statistical Meetings 2018, Jul 2018, Vancouver, Canada
Conference papers hal-03577809v1

A Comparison of Determining the Number of Components of a PLS Regression with MCAR mechanism

Titin Agustin Nengsih , Frédéric Bertrand , Myriam Maumy-Bertrand , Nicolas Meyer
10ème Assises France-Indonesia (The Joint Working Group (JWG) for Cooperation in Higher Education, Research and Innovation), Jun 2018, Poitiers, France
Conference papers hal-03577768v1

Robust algorithms for partial least squares generalized linear regression

Frédéric Bertrand , Myriam Maumy-Bertrand
Joint Statistical Meetings 2018, Jul 2018, Vancouver, Canada
Conference papers hal-03577801v1

GPU-based Approximate Bayesian Computation algorithms for network reverse-engineering

Myriam Maumy-Bertrand , Frédéric Bertrand
SIAM AN 2017, Jul 2017, Pittsburgh, United States
Conference papers hal-03577848v1

GPU-based Approximate Bayesian Computation algorithms for network reverse-engineering

Myriam Maumy-Bertrand , Frédéric Bertrand
Joint Statistical Meeting 2017, Jul 2017, Baltimore, France
Conference papers hal-03577831v1

Bootstrapping and Cross-Validating Generalized PLS regressions using GPU

Frédéric Bertrand , Myriam Maumy-Bertrand
BioC 2017: Where Software and Biology Connect, Jul 2017, Boston, United States
Conference papers hal-03577839v1

Influence of Missing Data on the Estimation of the Number of Components of a PLS Regression

Frédéric Bertrand , Titin Agustin Nengsih , Myriam Maumy-Bertrand , Nicolas Meyer
17th Applied Stochastic Models and Data Analysis International Conference, Jun 2017, Londres, United Kingdom
Conference papers hal-03577858v1

Développement d’une approche multi-omique pour la recherche de biomarqueurs associés à la réponse au traitement dans les lymphomes

L.M. Fornecker , Leslie Muller , Raphael Carapito , Frédéric Bertrand , Nicodème Paul
SMMAP 2017, Oct 2017, Marne La Vallée, France
Conference papers hal-03577438v1

Bootstrapping and Cross-Validating Generalized PLS regressions using GPU

Frédéric Bertrand , Myriam Maumy-Bertrand
SIAM AN 2017, Jul 2017, Pittsburgh, United States
Conference papers hal-03577847v1

Bootstrapping and Cross-Validating Generalized PLS regressions using GPU

Frédéric Bertrand , Myriam Maumy-Bertrand
Joint Statistical Meeting 2017, Jul 2017, Baltimore, France
Conference papers hal-03577827v1

GPU-based Approximate Bayesian Computation algorithms for network reverse-engineering

Myriam Maumy-Bertrand , Frédéric Bertrand
BioC 2017: Where Software and Biology Connect, Jul 2017, Boston, United States
Conference papers hal-03577844v1

Matching for the Non-Conventional Mhc-I Mica Gene Significantly Reduces the Incidence of Acute and Chronic Gvhd

Raphaël Carapito , Nicolas Jung , Marius Kwemou , Meiggie Untrau , Sandra Michel
31st European Immunogenetics and Histocompatibility Conference (EFI) 25th Annual Meeting of the German Society for Immunogenetics (DGI) 30 mai - 2 juin 2017, Mannheim / Heidelberg, Germany, 2017, Mannheim, Germany. pp.350-351, ⟨10.1111/tan.13034⟩
Conference papers hal-03408177v1

New insights in Approximate Bayesian Computation algorithms for network reverse-engineering

Myriam Maumy-Bertrand , Nicolas Jung , Frédéric Bertrand , Khadija Musayeva
22rd International Conference on Computational Statistics, Aug 2016, Oviedo, Spain
Conference papers hal-03577911v1
Image document

Divulgation volontaire sur le Business model : le cas des entreprises du CAC40

Charlotte Disle , Philippe Protin , Nathalie Gonthier-Besacier , Frédéric Bertrand , Stéphane Périer
Comptabilité et gouvernance, May 2016, Clermont-Ferrand, France. pp.cd-rom
Conference papers hal-01900531v1

Influence of Missing Data on the Estimation of the Number of Components of a PLS Regression

Frédéric Bertrand , Nicolas Meyer , Myriam Maumy-Bertrand
22rd International Conference on Computational Statistics, Aug 2016, Oviedo, Spain
Conference papers hal-03577916v1

Deviance residuals based sparse PLS and sparse kernel PLS regression for censored data

Philippe Bastien , Frédéric Bertrand , Nicolas Meyer , Myriam Maumy-Bertrand
60th World Statistics Congress, ISI 2015, Jul 2015, Rio de Janeiro, Brazil
Conference papers hal-03577896v1
Image document

Applying Semantic Web Technologies for Improving the Visibility of Tourism Data

Fayrouz Soualah-Alila , Cyril Faucher , Frédéric Bertrand , Mickaël Coustaty , Antoine Doucet
ESAIR: Exploiting Semantic Annotations in Information Retrieval, CIKM '15 the 24th ACM International on Conference on Information and Knowledge Management, Oct 2015, Melbourne, Austria. pp.5-10, ⟨10.1145/2810133.2810137⟩
Conference papers hal-01227585v1

Cross validating extensions of kernel, sparse or regular partial least squares regression models to censored data

Frédéric Bertrand , Philippe Bastien , Myriam Maumy-Bertrand
CMStatistics 2015, Dec 2015, Londres, United Kingdom
Conference papers hal-03577885v1

New developments of sparse PLS regressions

Jérémy Magnanensi , Myriam Maumy-Bertrand , Nicolas Meyer , Frédéric Bertrand
CMStatistics 2015, Dec 2015, Londres, United Kingdom
Conference papers hal-03577882v1

Deviance residuals based sparse PLS and sparse kernel PLS regression for censored data

Philippe Bastien , Frédéric Bertrand , Nicolas Meyer , Myriam Maumy-Bertrand
Meeting annuel de la Société de statistique du Canada 2014, May 2014, Toronto, Canada
Conference papers hal-03578006v1

Cross-validated partial least squares models and their extensions with censored data

Frédéric Bertrand , Philippe Bastien , Myriam Maumy-Bertrand
21st International Conference on Computational Statistics, Aug 2014, Genève, Switzerland
Conference papers hal-03577934v1

A new bootstrap based stopping criterion in PLS components construction

Jérémy Magnanensi , Frédéric Bertrand , Myriam Maumy-Bertrand , Nicolas Meyer
The 8th International Conference on Partial Least Squares and Related Methods, May 2014, Paris, France
Conference papers hal-03578009v1

Bootstrap technique and number of PLS or PLSGLR components selection

Myriam Maumy-Bertrand , Jérémy Magnanensi , Nicolas Meyer , Frédéric Bertrand
21st International Conference on Computational Statistics, Aug 2014, Genève, Switzerland
Conference papers hal-03577932v1

Cascade: a R-package to study, predict and simulate the diffusion of a signal through a temporal gene network

Nicolas Jung , Myriam Maumy-Bertrand , Frédéric Bertrand
User!2014, Jul 2014, Los Angeles, United States
Conference papers hal-03577940v1

plsRcox, Cox-Models in a high dimensional setting in R

Frédéric Bertrand , Myriam Maumy-Bertrand , Nicolas Meyer
User!2014, Jul 2014, Los Angeles, United States
Conference papers hal-03577941v1

Deviance residuals based sparse PLS and sparse kernel PLS regression for censored data

Philippe Bastien , Frédéric Bertrand , Nicolas Meyer , Myriam Maumy-Bertrand
The 8th International Conference on Partial Least Squares and Related Methods, May 2014, Paris, France
Conference papers hal-03578010v1

plsRglm, PLS generalized linear models for R

Frédéric Bertrand , Myriam Maumy-Bertrand , Nicolas Meyer
User!2014, Jul 2014, Los Angeles, United States
Conference papers hal-03577942v1

Predicted intervention in a cancer genetic program

Nicolas Jung , Frédéric Bertrand , Myriam Maumy-Bertrand , Laurent Vallat
The 14th International Conference on Systems Biology, Aug 2013, Copenhague, Denmark
Conference papers hal-03578016v1

Cascade : un package R pour étudier la dispersion d’un signal dans un réseau de gènes

Frédéric Bertrand , Nicolas Jung , Myriam Maumy-Bertrand , Laurent Vallat
Deuxièmes rencontres R, Jun 2013, Lyon, France
Conference papers hal-03577449v1
Image document

Inférence conjointe de réseaux de gènes dans de multiples états

Nicolas Jung , Myriam Maumy-Bertrand , Laurent Vallat , Frédéric Bertrand
Journées de la statistique 2012, 2012, Bruxelles, Belgique
Conference papers hal-01147755v1

PLS Beta Regression

Frédéric Bertrand , Myriam Maumy-Bertrand , Nicolas Meyer , Michèle Beau-Faller
AGROSTAT 2012, Feb 2012, Paris, France
Conference papers hal-03578031v1

Kernel PLS GLM Regressions

Frédéric Bertrand , Nicolas Meyer , Myriam Maumy-Bertrand
ENBIS 2012, Sep 2012, Ljublana, Slovenia
Conference papers hal-03578017v1

Cultural practices affecting esca and Botryosphaeria dieback prevalence of vineyards in the Alsace region of France

Philippe Kuntzmann , Julie Barbe , Myriam Maumy-Bertrand , Frédéric Bertrand
The 8th International Workshop on Grapevine Trunk Diseases, Jun 2012, Valence, Spain
Conference papers hal-03578022v1

plsRglm, PLS generalized linear models for the R language.

Frédéric Bertrand , Myriam Maumy-Bertrand , Nicolas Meyer
CAC - 2010. Twelfth International Conference on Chemometrics in Analytical Chemistry, Oct 2010, Anvers, Belgium. pp.66
Conference papers hal-00527639v1

plsRglm, modèles linéaires généralisés PLS sous R

Frédéric Bertrand , Myriam Maumy-Bertrand , Nicolas Meyer
AGROSTAT 2010, Feb 2010, Benevento, Italy. p. 33-42
Conference papers hal-00515164v1

plsRcox : modèles de Cox en présence d'un grand nombre de variables explicatives

Frédéric Bertrand , Myriam Maumy-Bertrand , Gaub Marie-Pierre , Nicolas Meyer
Chimiométrie 2010, Dec 2010, Paris, France. p. 67-68
Conference papers hal-00542296v1
Image document

PlsRglm : Régression PLS et modèles linéaires généralisés sous R

Frédéric Bertrand , Myriam Maumy-Bertrand , Nicolas Meyer
42èmes Journées de Statistique, 2010, Marseille, France, France
Conference papers inria-00494857v1
Image document

plsRglm, modèles linéaires généralisés PLS sous R

Frédéric Bertrand , Myriam Maumy , Nicolas Meyer
Chimiométrie 2009, Nov 2009, Paris, France. pp 52-54
Conference papers hal-00439913v1

High-performance Method to Predict Sales of Fast-moving Sales Goods

Frédéric Bertrand , Myriam Maumy , Hajer Souaifi , Jean-Pierre Bidon
Joint Meeting of the Statistical Society of Canada and the Société Française de Statistique, May 2008, Ottawa, Canada
Conference papers hal-00287634v1
Image document

Decision rules based on the estimate of a proportion of measurements

Frédéric Bertrand , Myriam Maumy
11th Conference on Chemometrics in Analytical Chemistry, Jul 2008, Montpellier, France. pp.245 - 249
Conference papers hal-00287748v1

Powerful statistical tools to analyse phytoplankton dynamics in the Marne reservor (Seine catchment area, France)

Anne Rolland , Frédéric Bertrand , Stéphan Jacquet
2008 American Society of Limnology and Oceanography Summer Meeting, Jun 2008, St-John's, Canada
Conference papers hal-00287785v1
Image document

Using multitable techniques for assessing phytoplankton structure and succession in the reservoir Marne (Seine Catchment Area, France)

Myriam Maumy , Anne Rolland , Stéphan Jacquet , Frédéric Bertrand
SFC-CLADAG First joint meeting of the Société Francophone de Classification and the Classification And Data Analysis Groupe of SIS, Jun 2008, Caserta, Italy
Conference papers hal-02751834v1
Image document

Using multitable techniques for assessing Phytoplankton Structure and Succession in the Reservoir Marne (Seine Catchment Area, France)

Frédéric Bertrand , Myriam Maumy-Bertrand , Anne Rolland , Stéphan Jacquet
First joint meeting of the Société Francophone de Classification and the Classification And Data Analysis Groupe of SIS, Jun 2008, Caserta, Italy
Conference papers hal-00287691v1

Using Factor Analyses to explore data generated by the National Grapevine Wood Diseases Survey

Frédéric Bertrand , Myriam Maumy , Jacques Grosman
Joint Meeting of the Statistical Society of Canada and the Société Française de Statistique, May 2008, Ottawa, Canada
Conference papers hal-00287625v1

Weakly invariant designs and polynomial designs

Frédéric Bertrand
Joint Meeting of the Statistical Society of Canada and the Société Française de Statistique, May 2008, Ottawa, Canada
Conference papers hal-00287609v1
Image document

Intervalles de confiance bilatéraux et unilatéraux d'une proportion de mesures

Frédéric Bertrand , Myriam Maumy
Chimiométrie 2007, Nov 2007, Lyon, France. pp.82-85
Conference papers hal-00193173v1
Image document

Application de méthodes de classification sur des vitesses métrologiques de dégradation de compteurs d'eau.

Frédéric Bertrand , Myriam Maumy
XIVe Rencontre de la Société francophone de classification -- SFC 2007, Sep 2007, Paris, France
Conference papers hal-00177005v1
Image document

Construction et analyse de plans d'expérience sphériques isovariants à l'aide d'outils combinatoires et algébriques

Frédéric Bertrand
39ème Journées de statistique de la SFdS, Jun 2007, Angers, France. pp.35
Conference papers hal-00160171v1
Image document

Développement d'Edgeworth de deux estimateurs d'une proportion de mesures

Frédéric Bertrand , Myriam Maumy
39ème Journées de statistique de la SFdS, Jun 2007, Angers, France. pp.83
Conference papers hal-00160187v1

A powerfull multitable approach for assessing phytoplankton structure and dynamics in the reservoir Marne (Seine catchment area, France)

Anne Rolland , Frédéric Bertrand , Jean-Claude Druart , Myriam Maumy , Stéphan Jacquet
3. Congress of the International Association of Theoretical and Applied Limnology, Jul 2007, Montréal, Canada. 1 p
Conference papers hal-02821348v1
Image document

Recherche numérique de plans D-optimaux pour des problèmes de pharmacocinétique et pharmacodynamique : une étude de cas.

Frédéric Bertrand , Anne Ourliac , Bruno Boulanger
39ème Journées de statistique de la SFdS, Jun 2007, Angers, France. pp.34
Conference papers hal-00160194v1
Image document

Analyses Factorielles et Régressions Logistiques réalisées à partir de données récoltées dans le cadre de l'Observatoire National des Maladies du Bois de la Vigne

Frédéric Bertrand , Myriam Maumy , Lionel Fussler , Nathalie Kobes , Serge Savary
39ème Journées de statistique de la SFdS, Société Française de Statistique (SFdS). FRA., Jun 2007, Angers, France. pp.62
Conference papers hal-00160208v1

Développement d'Edgeworth de deux estimateurs d'une proportion de mesures

Frédéric Bertrand , Myriam Maumy
Congrès national de Mathématiques Appliquées et Industrielles, Jun 2007, Praz sur Arly, France
Conference papers hal-00162587v1

A powerful multitable approach for assessing phytoplankton structure and dynamics in the reservoir Marne (Seine catchment area, France)

Anne Rolland , Frédéric Bertrand , Jean-Claude Druart , Myriam Maumy , Stéphan Jacquet
30th Congress of the International Association of Theoretical and Applied Limnology, Aug 2007, Montréal, Canada
Conference papers hal-00166176v1

A characterization of grapevine trunk diseases in France from data generated by the National Grapevine Wood Diseases Survey

Lionel Fussler , Nathalie Kobes , Frédéric Bertrand , Myriam Maumy , Jacques Grosman
APS/SON Joint Meeting 2007, 2007, San Diego, United States
Conference papers hal-00166194v1

Phytoplankton Structure and Succession in the Reservoir Marne (Seine Catchment Area, France): A Multitable Approach

Anne Rolland , Frédéric Bertrand , Myriam Maumy , Stéphan Jacquet
Fifth Symposium for European Freshwater Sciences, Jul 2007, Palerme, Italy
Conference papers hal-00163221v1
Image document

Recherche numérique de plans D-optimaux pour des problèmes de pharmacocinétique et pharmacodynamique : une étude de cas.

Anne Ourliac , Frédéric Bertrand , Bruno Boulanger
Chimiométrie 2006, Nov 2006, Paris, pp.185
Conference papers hal-00160264v1

Statistiques pour l’économie et la gestion : théorie et applications en entreprise

Frédéric Bertrand , Christian Derquenne , Gilles Dufrenot , Fredj Jawadi , Myriam Maumy-Bertrand
Claire Borsenberger. De Boeck Supérieur, 656 p., 2021, 978-2-8073-1944-8
Books hal-03576343v1

PASS Biostatistiques, Mathématiques et Probabilités

Nicolas Meyer , Daniel Fredon , Myriam Maumy-Bertrand , Frédéric Bertrand
Ediscience, 224 p., 2021, 9782100828999
Books hal-03576342v1

Statistique et causalité

Frédéric Bertrand , Gilbert Saporta , Christine Thomas-Agnan
Editions Technip, 2021, 978-2-7108-1193-0
Books hal-03352368v1

Modélisation statistique par la pratique avec R

Frédéric Bertrand , Emmanuelle Claeys , Myriam Maumy-Bertrand
Dunod, 300 p., 2019, 9782100793525
Books hal-03576341v1

Mathématiques pour les sciences de l’ingénieur - Tout le cours en fiches

Frédéric Bertrand , Myriam Maumy-Bertrand , Aurélie Muller , Sandie Ferrigno , Didier Marx
F. Bertrand; M. Maumy-Bertrand. Dunod, 576 p., 2019, 9782100791033
Books hal-03576345v1

Initiation à la statistique avec R : Cours, exemples, exercices et problèmes corrigés

Frédéric Bertrand , Myriam Maumy-Bertrand
Dunod, 456 p. 3ème édition, 2018, Sciences Sup, 9782100782826
Books hal-03576327v1

Mathématiques Licence 2 - Exercices et méthodes

Frédéric Bertrand , Daniel Fredon , Yacouba Rabba Idi , Myriam Maumy-Bertrand
Dunod, 2018, 9782100576678
Books hal-03576337v1

Toute l'UE4 en fiches 1re année Santé. Evaluation des méthodes d'analyse appliquées aux sciences de la vie et de la santé

Nicolas Meyer , Daniel Fredon , Myriam Maumy-Bertrand , Frédéric Bertrand
Ediscience, 224 p. 3ème édition, 2018, 9782100777983
Books hal-03576330v1

Model Choice and Model Aggregation

Frédéric Bertrand , Jean-Jacques Droesbeke , Gilbert Saporta , Christine Thomas-Agnan
Editions Technip, 2017, 9782710811770
Books hal-02473555v1

Mathématiques Licence 1 - Exercices et méthodes

Frédéric Bertrand , Daniel Fredon , Myriam Maumy-Bertrand
Dunod, 2016
Books hal-03576333v1

Toute l'UE4 en fiches 1re année Santé. Evaluation des méthodes d'analyse appliquées aux sciences de la vie et de la santé.

Nicolas Meyer , Daniel Fredon , Myriam Maumy-Bertrand , Frédéric Bertrand
Ediscience, 218 p. 2ème édition, 2015, 9782100727292
Books hal-03576328v1

Initiation à la statistique avec R : Cours, exemples, exercices et problèmes corrigés

Frédéric Bertrand , Myriam Maumy-Bertrand
Dunod, 416 p. 2ème édition, 2014, Sciences Sup
Books hal-03576326v1

Mathématiques pour les sciences de l’ingénieur - Tout le cours en fiches

Frédéric Bertrand , Myriam Maumy-Bertrand , Aurélie Muller , Sandie Ferrigno , Didier Marx
F. Bertrand; M. Maumy-Bertrand. Dunod, 576 p., 2013, 9782100570614
Books hal-03576346v1

Mathématiques : Concours des catégories A et B

Frédéric Bertrand , Myriam Maumy-Bertrand
Dunod, 2012, 9782100576678
Books hal-03576324v1

Econométrie, Statistiques et Probabilités : Concours des catégories A et B

Frédéric Bertrand , Myriam Maumy-Bertrand , Emmanuel Périnel
Dunod, 272 p., 2011, Je prépare
Books hal-00637132v1

Maxi fiches de Statistique pour les scientifiques en 80 fiches

Frédéric Bertrand , Myriam Maumy-Bertrand
Dunod, pp.232, 2011
Books hal-00634681v1

Toute l'UE4 en fiches 1re année Santé. Evaluation des méthodes d'analyse appliquées aux sciences de la vie et de la santé

Nicolas Meyer , Daniel Fredon , Myriam Maumy-Bertrand , Frédéric Bertrand
Ediscience, 192 p. 1ère édition, 2011, 9782100566846
Books hal-00634683v1

Initiation à la statistique avec R : Cours, exemples, exercices et problèmes corrigés

Frédéric Bertrand , Myriam Maumy-Bertrand
Dunod, 396 p. 1ère édition, 2010, Sciences Sup, 9782100538218
Books hal-00520902v1

Mathématiques L1/L2 : Statistique et Probabilités en 30 fiches

Daniel Fredon , Myriam Maumy , Frédéric Bertrand
Dunod, 160 p., 2009, Express Sup
Books hal-00400494v1

Mathématiques L1-L2 : Algèbre/Géométrie en 30 fiches

Daniel Fredon , Myriam Maumy , Frédéric Bertrand
Dunod, 160 p., 2009, Express Sup
Books hal-00340406v1

Mathématiques L1-L2 : Analyse en 30 fiches

Daniel Fredon , Myriam Maumy , Frédéric Bertrand
Dunod, 160 p., 2009, Express Sup
Books hal-00340402v1