Photo of Katrijn Van Deun
  • Prof. Cobbenhagenlaan 225, Simon Building, room S 718

    5037 DB Tilburg

    Netherlands

20052020

Research output per year

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Research Output

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Article
2020

Revealing subgroups that differ in common and distinctive variation in multi-block data: Clusterwise sparse simultaneous component analysis

Yuan, S., De Roover, K., Dufner, M., Denissen, J. & Van Deun, K., 2020, (Accepted/In press) In : Social Science Computer Review.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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2019
Open Access
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2 Downloads (Pure)

Multiple salient goals pursued by job seekers in mandatory continuing professional education

Jacot, A., Raemdonck, I., Frenay, M. & Van Deun, K., 2019, In : Vocations and Learning. 12, 2, p. 297–317

Research output: Contribution to journalArticleScientificpeer-review

RegularizedSCA: Regularized simultaneous component analysis of multiblock data in R

Gu, Z. & Van Deun, K., 2019, In : Behavior Research Methods. 51, 5, p. 2268-2289

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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9 Downloads (Pure)

Revealing the joint mechanisms in traditional data linked with big data

de Schipper, N. & Van Deun, K., 2019, In : Zeitschrift für Psychologie. 226, 4, p. 212-231

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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8 Downloads (Pure)

Variable selection in the regularized simultaneous component analysis method for multi-source data integration

Gu, Z., Van Deun, K. & de Schipper, N., 2019, In : Scientific Reports. 9, 21 p., 18608.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
3 Downloads (Pure)

Weighted sparse principal component analysis

Van Deun, K., Thorrez, L., Coccia, M., Hasdemir, D., Westerhuis, J., Smilde, A. K. & Van Mechelen, I., 2019, In : Chemometrics & Intelligent Laboratory Systems. 195, 103875.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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1 Downloads (Pure)
2018
Open Access
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10 Downloads (Pure)
Open Access
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5 Downloads (Pure)

Obtaining insights from high-dimensional data: Sparse principal covariates regression

Van Deun, K., Crompvoets, E. A. V. & Ceulemans, E., 2018, In : BMC Bioinformatics. 19, 1, 13 p., 104.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
20 Downloads (Pure)
2017

Cellular and molecular synergy in AS01-adjuvanted vaccines results in an early IFNγ response promoting vaccine immunogenicity

Coccia, M., Collignon, C., Hervé, C., Chalon, A., Welsby, I., Detienne, S., van Helden, M., Dutta, S., Genito, C. J., Waters, N. C., Van Deun, K., Smilde, A. K., van den Berg, R. A., Franco, D., Bourguignon, P., Morel, S., Garçon, N., Lambrecht, B. N., Goriely, S., van der Most, R. & 1 others, Didierlaurent, A. M., 2017, In : npj Vaccines. 2, 25.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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16 Downloads (Pure)
2016

A variable selection method for simultaneous component based data integration

Gu, Z. & Van Deun, K., 15 Nov 2016, In : Chemometrics & Intelligent Laboratory Systems. 158, p. 187-199

Research output: Contribution to journalArticleScientificpeer-review

Model selection in principal covariates regression

Vervloet, M., Van Deun, K., van den Noortgate, W. & Ceulemans, E., 2016, In : Chemometrics & Intelligent Laboratory Systems. 151, p. 26-33

Research output: Contribution to journalArticleScientificpeer-review

QUINT: A tool to detect qualitative treatment-subgroup interactions in randomized controlled trials

Doove, L. L., Van Deun, K., Dusseldorp, E. & van Mechelen, I., 2016, In : Psychotherapy Research. 26, 5, p. 612-622

Research output: Contribution to journalArticleScientificpeer-review

2015

Not just a sum? Identifying different types of interplay between constituents in combined interventions

Van Deun, K., Thorrez, L., van den Berg, R. A., Smilde, A. K. & Van Mechelen, I., 2015, In : PLoS ONE. 10, 5, e0125334.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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77 Downloads (Pure)

Unraveling affective dysregulation in borderline personality disorder: A theoretical model and empirical evidence

Ebner-Priemer, U. W., Houben, M., Santangelo, P., Kleindienst, N., Tuerlinckx, F., Oravecz, Z., Verleysen, G., Van Deun, K., Bohus, M. & Kuppens, P., 2015, In : Journal of Abnormal Psychology. 124, 1, p. 186-198

Research output: Contribution to journalArticleScientificpeer-review

2014

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

Doove, L. L., Dusseldorp, E., Van Deun, K. & Van Mechelen, I., 2014, In : Advances in Data Analysis and Classification. 8, 4, p. 403-425

Research output: Contribution to journalArticleScientificpeer-review

Performing DISCO-SCA to search for distinctive and common information in linked data

Schouteden, M., Van Deun, K., Wilderjans, T. F. & Van Mechelen, I., 2014, In : Behavior Research Methods. 46, 2, p. 576-587

Research output: Contribution to journalArticleScientificpeer-review

2013

Identifying common and distinctive processes underlying multiset data

Van Deun, K., Smilde, A. K., Thorrez, L., Kiers, H. A. L. & Van Mechelen, I., 2013, In : Chemometrics & Intelligent Laboratory Systems. 129, p. 40-51

Research output: Contribution to journalArticleScientificpeer-review

On the selection of the weighting parameter value in Principal Covariates Regression

Vervloet, M., Van Deun, K., Van Den Noortgate, W. & Ceulemans, E., 2013, In : Chemometrics & Intelligent Laboratory Systems. 123, p. 36-43

Research output: Contribution to journalArticleScientificpeer-review

SCA with rotation to distinguish common and distinctive information in linked data

Schouteden, M., Van Deun, K., Pattyn, S. & Van Mechelen, I., 2013, In : Behavior Research Methods. 45, 3, p. 822-833

Research output: Contribution to journalArticleScientificpeer-review

2012

DISCO-SCA and properly applied GSVD as swinging methods to find common and distinctive processes

Van Deun, K., Van Mechelen, I., Thorrez, L., Schouteden, M., De Moor, B., Van Der Werf, M. J., De Lathauwer, L., Smilde, A. K., Kiers, H. A. L. & Tramontano, A. (ed.), 2012, In : PLoS ONE. 7, 5, e37840.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
2011

A flexible framework for sparse simultaneous component based data integration

Van Deun, K., Wilderjans, T. F., Van Den Berg, R. A., Antoniadis, A. & Van Mechelen, I., 2011, In : BMC Bioinformatics. 12, 1, 448.

Research output: Contribution to journalArticleScientificpeer-review

Open Access

Tissue-specific disallowance of housekeeping genes: The other face of cell differentiation

Thorrez, L., Laudadio, I., Van Deun, K., Quintens, R., Hendrickx, N., Granvik, M., Lemaire, K., Schraenen, A., Van Lommel, L., Lehnert, S., Aguayo-mazzucato, C., Cheng-xue, R., Gilon, P., Van Mechelen, I., Bonner-weir, S., Lemaigre, F. & Schuit, F., 2011, In : Genome Research. 21, 1, p. 95-105

Research output: Contribution to journalArticleScientificpeer-review

Open Access
2009

A structured overview of simultaneous component based data integration

Van Deun, K., Smilde, A. K., Van Der Werf, M. J., Kiers, H. A. & Van Mechelen, I., 2009, In : BMC Bioinformatics. 10, 1, 246.

Research output: Contribution to journalArticleScientificpeer-review

Open Access

Integrating functional genomics data using maximum likelihood based simultaneous component analysis

Van Den Berg, R. A., Van Mechelen, I., Wilderjans, T. F., Van Deun, K., Kiers, H. A. & Smilde, A. K., 2009, In : BMC Bioinformatics. 10, 1, 340.

Research output: Contribution to journalArticleScientificpeer-review

Open Access

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

Van Deun, K., Hoijtink, H., Thorrez, L., Van Lommel, L., Schuit, F. & Van Mechelen, I., 2009, In : BMC Bioinformatics. 25, 19, p. 2588-2594

Research output: Contribution to journalArticleScientificpeer-review

Open Access
2008

Using Ribosomal protein genes as reference: A tale of caution

Thorrez, L., Van Deun, K., Tranchevent, L., Van Lommel, L., Engelen, K., Marchal, K., Moreau, Y., Van Mechelen, I., Schuit, F. & Huang, S. (ed.), 2008, In : PLoS ONE. 3, 3, e1854.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
2007

Joint mapping of genes and conditions via multidimensional unfolding analysis

Van Deun, K., Marchal, K., Heiser, W. J., Engelen, K. & Van Mechelen, I., 2007, In : BMC Bioinformatics. 8, 1, 181.

Research output: Contribution to journalArticleScientificpeer-review

Open Access

Multidimensional unfolding by nonmetric multidimensional scaling of Spearman distances in the extended permutation polytope

Van Deun, K., Heiser, W. J. & Delbeke, L., 2007, In : Multivariate Behavioral Research. 42, 1, p. 103-132

Research output: Contribution to journalArticleScientificpeer-review

2005

Interpreting degenerate solutions in unfolding by use of the vector model and the compensatory distance model

Van Deun, K., Groenen, P. J. F., Heiser, W. J., Busing, F. M. T. A. & Delbeke, L., 2005, In : Psychometrika. 70, 1, p. 45-69

Research output: Contribution to journalArticleScientificpeer-review

Majorization algorithms for inspecting circles, ellipses, squares, rectangles, and rhombi

Van Deun, K. & Groenen, P. J. F., 2005, In : Operations Research. 53, 6, p. 957-967

Research output: Contribution to journalArticleScientificpeer-review