Katrijn Van Deun

According to our database, Katrijn Van Deun authored at least 11 papers between 2005 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Variable selection for both outcomes and predictors: sparse multivariate principal covariates regression.

Soogeun Park, Eva Ceulemans, Katrijn Van Deun

Mach. Learn., October, 2024

2023

Sparsifying the least-squares approach to PCA: comparison of lasso and cardinality constraint.

Rosember Guerra-Urzola, Niek C. de Schipper, Anya Tonne, Klaas Sijtsma, Juan C. Vera, Katrijn Van Deun

Adv. Data Anal. Classif., March, 2023

2018

Obtaining insights from high-dimensional data: sparse principal covariates regression.

Katrijn Van Deun, Elise A. V. Crompvoets, Eva Ceulemans

BMC Bioinform., 2018

2014

A comparison of five recursive partitioning methods to find person subgroups involved in meaningful treatment-subgroup interactions.

Lisa L. Doove, Elise Dusseldorp, Katrijn Van Deun, Iven Van Mechelen

Adv. Data Anal. Classif., 2014

2011

A flexible framework for sparse simultaneous component based data integration.

Katrijn Van Deun, Tom F. Wilderjans, Robert A. van den Berg, Anestis Antoniadis, Iven Van Mechelen

BMC Bioinform., 2011

2010

Multiple Nested Reductions of Single Data Modes as a Tool to Deal with Large Data Sets.

Iven Van Mechelen, Katrijn Van Deun

Proceedings of the 19th International Conference on Computational Statistics, 2010

2009

A structured overview of simultaneous component based data integration.

Katrijn Van Deun, Age K. Smilde, Mariët J. van der Werf, Henk A. L. Kiers, Iven Van Mechelen

BMC Bioinform., 2009

Integrating functional genomics data using maximum likelihood based simultaneous component analysis.

Robert A. van den Berg, Iven Van Mechelen, Tom F. Wilderjans, Katrijn Van Deun, Henk A. L. Kiers, Age K. Smilde

BMC Bioinform., 2009

Testing the hypothesis of tissue selectivity: the intersection-union test and a Bayesian approach.

Katrijn Van Deun, Herbert Hoijtink, Lieven Thorrez, Leentje Van Lommel, Frans Schuit, Iven Van Mechelen

Bioinform., 2009

2007

Joint mapping of genes and conditions via multidimensional unfolding analysis.

Katrijn Van Deun, Kathleen Marchal, Willem J. Heiser, Kristof Engelen, Iven Van Mechelen

BMC Bioinform., 2007

2005

Majorization Algorithms for Inspecting Circles, Ellipses, Squares, Rectangles, and Rhombi.

Katrijn Van Deun, Patrick J. F. Groenen

Oper. Res., 2005