Sven Serneels

According to our database, Sven Serneels authored at least 9 papers between 2005 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2023

direpack: A Python 3 package for state-of-the-art statistical dimensionality reduction methods.

Emmanuel Jordy Menvouta, Sven Serneels, Tim Verdonck

SoftwareX, February, 2023

2022

Sparse dimension reduction based on energy and ball statistics.

Emmanuel Jordy Menvouta, Sven Serneels, Tim Verdonck

Adv. Data Anal. Classif., 2022

2020

Cellwise robust M regression.

Peter Filzmoser, Sebastiaan Höppner, Irene Ortner, Sven Serneels, Tim Verdonck

Comput. Stat. Data Anal., 2020

2019

Outlyingness: Which variables contribute most?

Michiel Debruyne, Sebastiaan Höppner, Sven Serneels, Tim Verdonck

Stat. Comput., 2019

2009

Principal component regression for data containing outliers and missing elements.

Sven Serneels, Tim Verdonck

Comput. Stat. Data Anal., 2009

2008

Principal component analysis for data containing outliers and missing elements.

Sven Serneels, Tim Verdonck

Comput. Stat. Data Anal., 2008

2006

Spatial Sign Preprocessing: A Simple Way To Impart Moderate Robustness to Multivariate Estimators.

Sven Serneels, Evert De Nolf, Pierre J. Van Espen

J. Chem. Inf. Model., 2006

2005

The Partial Robust M-approach.

Sven Serneels, Christophe Croux, Peter Filzmoser, Pierre J. Van Espen

Proceedings of the From Data and Information Analysis to Knowledge Engineering, 2005

Robust Multivariate Methods: The Projection Pursuit Approach.

Peter Filzmoser, Sven Serneels, Christophe Croux, Pierre J. Van Espen

Proceedings of the From Data and Information Analysis to Knowledge Engineering, 2005