ARCHIMBAUD Aurore
Department: Information, Operations and Management Sciences
CURRICULUM VITAE
Education
- 2018 : Doctorat in Mathematics Université Toulouse 1 Capitole Toulouse
- 2014 : Master’s degree in Statistics and Econometrics Toulouse School of Economics, Université Capitole Toulouse Toulouse
- 2014 : Magisterium Economist Statistician Université Capitole Toulouse, Université Paul Sabatier Toulouse
- 2012 : Bachelor’s degree in Economics Toulouse School of Economics, Université Capitole Toulouse Toulouse
Teaching Experience
- Since 2024 : Professor in Information Management Toulouse Business School Toulouse
- From 2022 to 2024 : Researcher in Statistics Erasmus School of Economics, Erasmus University Rotterdam
- From 2020 to 2022 : Lecturer in Data Visualization École Nationale de l'Aviation Civile (ENAC) Toulouse
- From 2017 to 2023 : Chargé de cours en Détection de valeurs aberrantes, Visualisation des données et Exploration des données Toulouse School of Economics Toulouse
- From 2015 to 2017 : Teaching assistant in Statistical Inference Université Toulouse 1 Capitole Toulouse
PUBLICATIONS
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ALFONS, A., A. ARCHIMBAUD, K. NORDHAUSEN, A. RUIZ-GAZEN, "Tandem clustering with invariant coordinate selection", Econometrics and Statistics, 2024
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ARCHIMBAUD, A., Z. DRMAČ, K. NORDHAUSEN, U. RADOJIČIĆ, A. RUIZ-GAZEN, "Numerical Considerations and a New Implementation for Invariant Coordinate Selection", SIAM Journal on Mathematics of Data Science, 2023, vol. 5, no. 1, pp. 97-121
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ARCHIMBAUD, A., F. BOULFANI, X. GENDRE, K. NORDHAUSEN, A. RUIZ-GAZEN, J. VIRTA, "ICS for multivariate functional anomaly detection with applications to predictive maintenance and quality control", Econometrics and Statistics, 2022
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ARCHIMBAUD, A., F. BERGERET, S. D'ALBERTO, C. BONNIN, C. SOUAL, "A new method for small sample space components screening: Challenges, algorithms and a case-study with Microchip", Microelectronics Reliability, 2019, vol. 100-101
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ARCHIMBAUD, A., K. NORDHAUSEN, A. RUIZ-GAZEN, "ICS for multivariate outlier detection with application to quality control", Computational Statistics & Data Analysis, 2018, vol. 128, pp. 184-199 [abs: 3]
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ARCHIMBAUD, A., "Détection non-supervisée d’observations atypiques en contrôle de qualité : un survol", Journal de la Société Française de Statistique, 2018, vol. 159, no. 3, pp. 1-39
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ARCHIMBAUD, A., K. NORDHAUSEN, A. RUIZ-GAZEN, "ICSOutlier: Unsupervised Outlier Detection for Low-Dimensional Contamination Structure", The R Journal, 2018, vol. 10, pp. 234-250
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ARCHIMBAUD, A., "Robust matrix completion for rating-scale data" in 55ème journée de statistique, 27-31/05/2024, 2024, Bordeaux
ALFONS, A., A. ARCHIMBAUD, K. NORDHAUSEN, A. RUIZ-GAZEN, "Invariant Coordinate Selection for Identifying the Structure of Multivariate Datasets" in Psychoco, march, 2024, Erasmus University Rotterdam, The Netherlands
ALFONS, A., A. ARCHIMBAUD, K. NORDHAUSEN, A. RUIZ-GAZEN, "Tandem clustering with invariant coordinate selection (ICS)" in 11th VOC Conference, Dutch-Flemish Classification Society, june, 2024, Erasmus University Rotterdam, The Netherlands
ARCHIMBAUD, A., "Robust Low-Rank Completion for Rating-Scale Data" in European Conference on Data Analysis (ECDA), september, 2024, Sopot, Gdansk
ARCHIMBAUD, A., "Comment rendre vos visuels mémorables ? Règles et astuces pour améliorer rapidement vos graphiques" in Journées des Rencontres Ingénieurs Statisticiens, Intitut de Biologie, septembre, 2024, Lille
ARCHIMBAUD, A., "Generalized implementation of invariant coordinate selection for potentially singular scatter matrices" in Intern. Conf. on Trends and Perspectives in Linear Statistical Inference, LinStat, septembre, 2024, Poprad, Slovaquie
ALFONS, A., A. ARCHIMBAUD, K. NORDHAUSEN, A. RUIZ-GAZEN, "Tandem clustering with invariant coordinate selection" in The 54th Statistical French days, juillet, 2023, Universite libre de Bruxelles, Belgique
ALFONS, A., A. ARCHIMBAUD, M. WELZ, "Quantifying effects of rating-scale response bias in correlational analyses" in Psychoco, International Workshop on Psychometric Computing, juin, 2023, Universitat Zurich, Switzerland
ALFONS, A., A. ARCHIMBAUD, M. WELZ, "Quantifying effects of rating-scale response bias: robustness properties of correlation measures" in DSSV-ECDA, Joint conference of Data Science, Statistics & Visualisation and the European Conference on Data Analysis, juillet, 2023, Antwerp, Belgium
ALESSANDRINO, S., A. ARCHIMBAUD, F. BERGERET, S. BEVILACQUA, "From space to automotive: early detection of burnin rejects on SiC products using a new statistical screening approach" in The 1st edition of the Automotive Reliability and Test workshop in Europe (ARTe), Virtual event, 2021
ARCHIMBAUD, A., C. SOUAL, F. BERGERET, S. D’ALBERTO, T. THEBAULT, C. BONIN, "High dimensional outlier screening of small dice samples for aerospace IC reliability" in The 10th international conference on mathematical methods in reliability, Grenoble, France, 2017
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- 2011 Scholarship of Excellence Toulouse School of Economics
- 2008 Merit scholarship Région Midi-Pyrénées
EXPERTISE
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- Data Mining
- Data Visualization
- Outlier detection
- Data Analysis
- Robust statistics
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- Multivariate data analysis
- Outlier detection
- Dimension reduction
- Robust statistics
- Matrix completion
- Functional data analysis
- Rating scale data
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- 2019 - 2021 : Data Scientist/ R&D Statistician Ippon innovation
- 2018 - 2018 : Data Scientist en Intelligence Artificielle Ivado Labs
- 2015 - 2018 : Research Engineer in Statistics - PhD Student Ippon innovation
- 2014 - 2014 : Statistician Ippon innovation
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