Publications and communications of Stéphanie Aerts

Aerts, S., Haesbroeck, G., & Ruwet, C. (26 February 2020). Multivariate relative dispersion [Paper presentation]. International Workshop Advances in longitudinal and clustered data, Dortmund, Germany.

Peters, F., Aerts, S., & Schyns, M. (30 January 2020). Predictive Maintenance of Technical Faults in Aircraft [Paper presentation]. 34th Annual Conference of the Belgian Operational Research Society, Lille, France.

Aerts, S., Haesbroeck, G., & Klenkenberg, S. (2020). Completion/Drop out and Time to Degree in the PhD track: A Conceptual Literature Review. ORBi-University of Liège. https://orbi.uliege.be/handle/2268/240711.

Peters, F., Aerts, S., & Schyns, M. (2020). Predictive Maintenance of Technical Faults Using Machine Learning : A Case Study in Air Transport. ORBi-University of Liège. https://orbi.uliege.be/handle/2268/251092.

Wilms, I., & Aerts, S. (December 2019). Cellwise robust regularized precision matrices for discriminant analysis [Paper presentation]. International Conference of the ERCIM WG on Computational and Methodological Statistics.

Aerts, S. (06 September 2018). Regularized methods in Statistics [Paper presentation]. Comprehensible seminar, Department of Mathematics, University of Liège, Liège, Belgium.

Aerts, S. (03 July 2018). Regularized discriminant analysis : a cellwise robust approach [Paper presentation]. International Conference on Robust Statistics 2018, Leuven, Belgium.

Aerts, S. (2018). Robust Multivariate Dispersion Measures [Doctoral thesis, ULiège - Université de Liège]. ORBi-University of Liège. https://orbi.uliege.be/handle/2268/220391

Aerts, S., Haesbroeck, G., & Ruwet, C. (2018). Distribution under elliptical symmetry of a distance-based multivariate coefficient of variation. Statistical Papers. doi:10.1007/s00362-016-0777-4

Aerts, S., & Wilms, I. (01 August 2017). Regularized Discriminant Analysis in Presence of Cellwise Contamination [Paper presentation]. Joint Statistical Meetings 2017, Baltimore, United States.

Wilms, I., & Aerts, S. (July 2017). Cellwise robust regularized discriminant analysis [Paper presentation]. International Conference on Robust Statistics (ICORS), Wollongong, Australia.

Aerts, S., & Wilms, I. (02 June 2017). Cellwise robust regularized discriminant analysis [Paper presentation]. Workshop on Sparsity in Applied Mathematics and Statistics (SAMS2017), Bruxelles, Belgium.

Aerts, S., & Ernst, M. (2017). Résultats des enquêtes "Attrait des Sciences" (années académiques 2015–2016 et 2016–2017).

Aerts, S., & Haesbroeck, G. (2017). Robust asymptotic tests for the equality of multivariate coefficients of variation. TEST, 26 (1), 163-187. doi:10.1007/s11749-016-0504-4

Aerts, S., & Wilms, I. (2017). Cellwise Robust regularized discriminant analysis. Statistical Analysis and Data Mining, 10, 436–447. doi:10.1002/sam.11365

Aerts, S., & Haesbroeck, G. (14 October 2016). A full inference toolbox to measure multivariate relative dispersion [Paper presentation]. 24e Congrès de la Société Belge de Statistiques.

Aerts, S., Croux, C., & Wilms, I. (October 2016). Robust discriminant analysis based on the joint graphical lasso estimator [Poster presentation]. Leuven Statistics Days, Leuven, Belgium.

Aerts, S., & Haesbroeck, G. (13 December 2015). Multivariate coefficients of variation: a full inference toolbox [Paper presentation]. 8th International Conference of the ERCIM WG on Computational and Methodological Statistics (CMStatistics 2015), London, United Kingdom.

Aerts, S., Haesbroeck, G., & Ruwet, C. (December 2015). Multivariate coefficients of variation: Comparison and influence functions. Journal of Multivariate Analysis, 142, 183-198. doi:10.1016/j.jmva.2015.08.006

Aerts, S. (2015). Robustifier nos analyses de données: un must! [Paper presentation]. Soirée de clôture de saison Liège Créative, Liège, Belgium.

Aerts, S. (2015). Des statistiques pour détecter les équipements de laboratoire peu fiables [Paper presentation]. Finale publique ULG du concours: "Ma thèse en 180 secondes", Liège, Belgium.

Aerts, S. (February 2015). Robust Statistics [Paper presentation]. Lunch Talks, QuantOM Research Center, HEC Liège.

Aerts, S., Haesbroeck, G., & Schyns, M. (2015). Doc'Data: mesure de la persévérance au doctorat à l'Université de Liège. ULg - Université de Liège.

Aerts, S. (November 2014). Distribution and robustness of a distance-based multivariate coefficient of variation [Poster presentation]. BSS 2014 - 22nd meeting of the Belgian Statistical Society + PhD Day statistics, Louvain, Belgium.

Aerts, S. (September 2014). Comparison and robustness properties of multivariate coefficients of variation [Paper presentation]. Comprehensible Seminar, Département de Mathématiques, Université de Liège.

Aerts, S., Haesbroeck, G., & Ruwet, C. (12 August 2014). Robustness and efficiency of multivariate coefficients of variation [Paper presentation]. International Conference on Robust Statistics ICORS 2014, Halle, Germany.