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2020 – today
- 2024
[j10]Soogeun Park
, Eva Ceulemans, Katrijn Van Deun:
Variable selection for both outcomes and predictors: sparse multivariate principal covariates regression. Mach. Learn. 113(10): 7319-7370 (2024)- 2023
- [j9]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): 269-286 (2023)
2010 – 2019
- 2018
- [j8]Katrijn Van Deun, Elise A. V. Crompvoets, Eva Ceulemans:
Obtaining insights from high-dimensional data: sparse principal covariates regression. BMC Bioinform. 19(1): 104:1-104:13 (2018) - 2014
- [j7]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): 403-425 (2014) - 2011
- [j6]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: 448 (2011) - 2010
- [c1]Iven Van Mechelen, Katrijn Van Deun:
Multiple Nested Reductions of Single Data Modes as a Tool to Deal with Large Data Sets. COMPSTAT 2010: 349-358
2000 – 2009
- 2009
- [j5]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): 2588-2594 (2009) - [j4]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: 340 (2009) - [j3]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) - 2007
- [j2]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) - 2005
- [j1]Katrijn Van Deun, Patrick J. F. Groenen:
Majorization Algorithms for Inspecting Circles, Ellipses, Squares, Rectangles, and Rhombi. Oper. Res. 53(6): 957-967 (2005)
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