Article

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

Becquart, Colombe, Archimbaud, Aurore, Ruiz-Gazen, Anne, Prilé, Luka and Nordhausen, Klaus (2024) Invariant Coordinate Selection and Fisher Discriminant Subspace Beyond The Case of Two Groups. TSE Working Paper, n. 24-1579, 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).