Invariant Coordinate Selection and Fisher discriminant subspace beyond the case of two groups

Becquart, C., Archimbaud, A., Ruiz-Gazen, A., Prilć, L. and Nordhausen, K. (2026).Invariant Coordinate Selection and Fisher discriminant subspace beyond the case of two groups. Journal of Multivariate Analysis, 211, 105521.

Generalized implementation of invariant coordinate selection with positive semi-definite scatter matrices

Archimbaud, A. (2026). Generalized implementation of invariant coordinate selection with positive semi-definite scatter matrices. Journal of Multivariate Analysis, 211, 105520.

ICS for multivariate functional anomaly detection with applications to predictive maintenance and quality control

Archimbaud, A., Boulfani, F., Gendre, X., Nordhausen, K., Ruiz-Gazen, A., & Virta, J. (2025). Econometrics and Statistics, 33, 282–303.

Robust Matrix Completion for Discrete Rating-Scale Data

Archimbaud, A., Alfons, A., & Wilms, I. (2024). Robust Matrix Completion for Discrete Rating-Scale Data. arXiv preprint arXiv:2412.20802.

How much carelessness is too much? Quantifying the impact of careless responding

Welz, M., Archimbaud, A., & Alfons, A. (2024). How much carelessness is too much? Quantifying the impact of careless responding.PsyArXiv Preprints. psyarxiv:8fj6p.

Tandem clustering with invariant coordinate selection

Alfons, A., Archimbaud, A., Nordhausen, K., & Ruiz-Gazen, A. (2024). Tandem clustering with invariant coordinate selection. Econometrics and Statistics, ISSN 2452-3062.

Procédé statistique non supervisé de détection multivariée de courbes atypiques.

Alves, A., Archimbaud, A., Bergeret, F. and Soual, C. (2023) Procédé statistique non supervisé de détection multivariée de courbes atypiques. French Patent FR3112407.

Numerical Considerations and a New Implementation for Invariant Coordinate Selection

Archimbaud, A., Drmac, Z., Nordhausen, K., Radojicic, U. & Ruiz-Gazen, A. (2023). SIAM Journal on Mathematics of Data Science (SIMODS), Vol.5(1):97–121.

From space to automotive: early detection of burnin rejects on SiC products using a new statistical screening approach

Alessandrino, S., Archimbaud, A., Bergeret, F. and Bevilacqua, S. (2021). The 1st edition of the Automotive Reliability and Test workshop in Europe (ARTe).

A new method for small sample space components screening: Challenges, algorithms and a case-study with Microchip

Archimbaud A., Bergeret F., D’Alberto S., Bonnin C., Soual C. (2019), Microelectronics Reliability Volumes 100–101

ICS for multivariate outlier detection with application to quality control

Archimbaud, A., Nordhausen, K., & Ruiz-Gazen, A. (2018). Computational Statistics & Data Analysis, Vol.128:184–199

Détection non-supervisée d’observations atypiques en contrôle de qualité: un survol

Archimbaud, A. (2018). Journal de la Société Française de Statistique, Vol. 159(3):1–39

ICSOutlier: Unsupervised Outlier Detection for Low-Dimensional Contamination Structure

Archimbaud, A., Nordhausen, K., and Ruiz-Gazen, A. (2018). The RJournal, Vol. 10(1):234–250

Statistical methods for outlier detection for high-dimensional data - Méthodes statistiques de détection d’observations atypiques pour des données en grande dimension

Aurore Archimbaud (2018). PhD Thesis. Université Toulouse 1 - Capitole, France

High dimensional outlier screening of small dice samples for aerospace IC reliability

Archimbaud, A., Soual, C., Bergeret, F., D’Alberto, S., Thebault, T., and Bonin, C. (2017). The 10th international conference on mathematical methods in reliability, Grenoble, France

Distance de Mahalanobis et ICS pour la détection d’observations atypiques

Archimbaud, A., Nordhausen, K., and Ruiz-Gazen, A. (2017). 49èmes Journées de Statistique, Avignon, France