Article

Becquart, ColombeORCID: https://orcid.org/0009-0003-0790-3720, Archimbaud, AuroreORCID: https://orcid.org/0000-0002-6511-9091, Ruiz-Gazen, AnneORCID: https://orcid.org/0000-0001-8970-8061, Prlić, Luka and Nordhausen, KlausORCID: https://orcid.org/0000-0002-3758-8501 (2026) Invariant Coordinate Selection and Fisher discriminant subspace beyond the case of two group. Journal of Multivariate Analysis, Vol. 211 (n°105521).

Archimbaud, Aurore, Boulfani, Fériel, Gendre, Xavier, Nordhausen, Klaus, Ruiz-Gazen, Anne and Virta, Joni (2025) ICS for multivariate functional anomaly detection with applications to predictive maintenance and quality control. Econometrics and Statistics, Vol. 33. pp. 282-303.

Archimbaud, Aurore, Drmac, Zlatko, Nordhausen, Klaus, Radojicic, Una and Ruiz-Gazen, Anne (2023) Numerical Considerations and a New Implementation for Invariant Coordinate Selection. SIAM Journal on Mathematics of Data Science, vol. 5 (n° 1). pp. 97-121.

Archimbaud, Aurore, Nordhausen, Klaus and Ruiz-Gazen, Anne (2018) ICS for multivariate outlier detection with application to quality control. Computational Statistics and Data Analysis, vol. 128. pp. 184-199.

Archimbaud, Aurore, Nordhausen, Klaus and Ruiz-Gazen, Anne (2018) Unsupervized outlier detection with ICSOutlier. The R Journal, 10 (1). pp. 234-250.

Monograph

Archimbaud, Aurore, Boulfani, Fériel, Gendre, Xavier, Nordhausen, Klaus, Ruiz-Gazen, Anne and Virta, Joni (2021) ICS for multivariate functional anomaly detection with applications to predictive maintenance and quality control. TSE Working Paper, n. 21-1182, Toulouse

Thesis

Archimbaud, Aurore (2018) Méthodes statistiques de détection d’observations atypiques pour des données en grande dimension. École doctorale Mathématiques, Informatique et Télécommunications (Toulouse).