Katrijn Van Deun

Publication Activity (10 Years)

Years Active: 2007-2023
Publications (10 Years): 2

Top Topics

Recursive Partitioning

Underlying Manifold

High Dimensions

High Dimensional Datasets

Top Venues

Adv. Data Anal. Classif.

Publications

Rosember Guerra-Urzola, Niek C. de Schipper, Anya Tonne, Klaas Sijtsma, Juan C. Vera, Katrijn Van Deun
Sparsifying the least-squares approach to PCA: comparison of lasso and cardinality constraint. Adv. Data Anal. Classif. 17 (1) (2023)
Katrijn Van Deun, Elise A. V. Crompvoets, Eva Ceulemans
Obtaining insights from high-dimensional data: sparse principal covariates regression. BMC Bioinform. 19 (1) (2018)
Lisa L. Doove, Elise Dusseldorp, Katrijn Van Deun, Iven Van Mechelen
A comparison of five recursive partitioning methods to find person subgroups involved in meaningful treatment-subgroup interactions. Adv. Data Anal. Classif. 8 (4) (2014)
Katrijn Van Deun, Tom F. Wilderjans, Robert A. van den Berg, Anestis Antoniadis, Iven Van Mechelen
A flexible framework for sparse simultaneous component based data integration. BMC Bioinform. 12 (2011)
Iven Van Mechelen, Katrijn Van Deun
Multiple Nested Reductions of Single Data Modes as a Tool to Deal with Large Data Sets. COMPSTAT (2010)
Katrijn Van Deun, Age K. Smilde, Mariët J. van der Werf, Henk A. L. Kiers, Iven Van Mechelen
A structured overview of simultaneous component based data integration. BMC Bioinform. 10 (2009)
Robert A. van den Berg, Iven Van Mechelen, Tom F. Wilderjans, Katrijn Van Deun, Henk A. L. Kiers, Age K. Smilde
Integrating functional genomics data using maximum likelihood based simultaneous component analysis. BMC Bioinform. 10 (2009)
Katrijn Van Deun, Herbert Hoijtink, Lieven Thorrez, Leentje Van Lommel, Frans Schuit, Iven Van Mechelen
Testing the hypothesis of tissue selectivity: the intersection-union test and a Bayesian approach. Bioinform. 25 (19) (2009)
Katrijn Van Deun, Kathleen Marchal, Willem J. Heiser, Kristof Engelen, Iven Van Mechelen
Joint mapping of genes and conditions via multidimensional unfolding analysis. BMC Bioinform. 8 (2007)