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.

Book Section

Liski, E., Nordhausen, Klaus, Oja, H. and Ruiz-Gazen, Anne (2016) Combining Linear Di-mension Reduction Subspaces. In: Recent Advances in Robust Statistics: Theory and Applications Agostinelli, C., Basu, A., Filzmoser, Peter and Mukherjee, D. (eds.) Springer. Chapter Combining Linear Di-mension Reduction Subspaces. ISBN 978-81-322-3643-6

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

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

Fischer, Daniel, Berro, Alain, Nordhausen, Klaus and Ruiz-Gazen, Anne (2019) REPPlab: An R package for detecting clusters and outliers using exploratory projection pursuit. TSE Working Paper, n. 19-1001, Toulouse

Bachoc, François, Genton, Mark G., Nordhausen, Klaus, Ruiz-Gazen, Anne and Virta, Joni (2019) Spatial Blind Source Separation. TSE Working Paper, n. 19-998, Toulouse