Iven Van Mechelen

Publication Activity (10 Years)

Years Active: 1996-2023
Publications (10 Years): 5

Top Topics

Recursive Partitioning

Cluster Analysis

Top Venues

WIREs Data. Mining. Knowl. Discov.

Publications

Aniek Sies, Iven Van Mechelen
C443: An R-package to see a forest for the trees. R J. 15 (3) (2023)
Iven Van Mechelen, Anne-Laure Boulesteix, Rainer Dangl, Nema Dean, Christian Hennig, Friedrich Leisch, Douglas L. Steinley, Matthijs J. Warrens
A white paper on good research practices in benchmarking: The case of cluster analysis. WIREs Data. Mining. Knowl. Discov. 13 (6) (2023)
Aniek Sies, Iven Van Mechelen
C443: a Methodology to See a Forest for the Trees. J. Classif. 37 (3) (2020)
Jan Schepers, Hans-Hermann Bock, Iven Van Mechelen
Maximal Interaction Two-Mode Clustering. J. Classif. 34 (1) (2017)
Lisa L. Doove, Tom F. Wilderjans, Antonio Calcagnì, Iven Van Mechelen
Deriving optimal data-analytic regimes from benchmarking studies. Comput. Stat. Data Anal. 107 (2017)
Iven Van Mechelen, Eva Ceulemans
Component- and Factor-Based Models for Data Fusion in the Behavioral Sciences. Proc. IEEE 103 (9) (2015)
Joeri Hofmans, Eva Ceulemans, Douglas L. Steinley, Iven Van Mechelen
On the Added Value of Bootstrap Analysis for K-Means Clustering. J. Classif. 32 (2) (2015)
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)
Tom F. Wilderjans, Dirk Depril, Iven Van Mechelen
Additive Biclustering: A Comparison of One New and Two Existing ALS Algorithms. J. Classif. 30 (1) (2013)
Dirk Depril, Iven Van Mechelen, Tom F. Wilderjans
Lowdimensional Additive Overlapping Clustering. J. Classif. 29 (3) (2012)
Tom F. Wilderjans, Dirk Depril, Iven Van Mechelen
Block-Relaxation Approaches for Fitting the INDCLUS Model. J. Classif. 29 (3) (2012)
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)
Jan Schepers, Iven Van Mechelen, Eva Ceulemans
The Real-Valued Model of Hierarchical Classes. J. Classif. 28 (3) (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)
Tom F. Wilderjans, Eva Ceulemans, Iven Van Mechelen
Simultaneous analysis of coupled data blocks differing in size: A comparison of two weighting schemes. Comput. Stat. Data Anal. 53 (4) (2009)
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)
Jan Schepers, Eva Ceulemans, Iven Van Mechelen
Selecting Among Multi-Mode Partitioning Models of Different Complexities: A Comparison of Four Model Selection Criteria. J. Classif. 25 (1) (2008)
Dirk Depril, Iven Van Mechelen, Boris G. Mirkin
Algorithms for additive clustering of rectangular data tables. Comput. Stat. Data Anal. 52 (11) (2008)
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)
Iven Van Mechelen, Jan Schepers
A unifying model involving a categorical and/or dimensional reduction for multimode data. Comput. Stat. Data Anal. 52 (1) (2007)
Jan Schepers, Iven Van Mechelen, Eva Ceulemans
Three-mode partitioning. Comput. Stat. Data Anal. 51 (3) (2006)
Bart De Schutter, Jan Schepers, Iven Van Mechelen
On Algorithms for a Binary-Real (max, X) Matrix Approximation Problem. CDC (2006)
Luigi Lombardi, Iven Van Mechelen
Conjunctive prediction of an ordinal criterion variable on the basis of binary predictors. Discret. Appl. Math. 147 (1) (2005)
Eva Ceulemans, Iven Van Mechelen, Peter Kuppens
Adapting the Formal to the Substantive: Constrained Tucker3-HICLASS. J. Classif. 21 (1) (2004)
Michel Meulders, Paul De Boeck, Peter Kuppens, Iven Van Mechelen
Constrained Latent Class Analysis of Three-Way Three-Mode Data. J. Classif. 19 (2) (2002)
Iwin Leenen, Iven Van Mechelen
An Evaluation of Two Algorithms for Hierarchical Classes Analysis. J. Classif. 18 (1) (2001)
Johannes Berkhof, Iven Van Mechelen, Herbert Hoijtink
Posterior predictive checks: Principles and discussion. Comput. Stat. 15 (3) (2000)
Iwin Leenen, Iven Van Mechelen, Andrew Gelman
Bayesian probabilistic extensions of a deterministic classification model. Comput. Stat. 15 (3) (2000)
Iven Van Mechelen, Seymour Rosenberg, Paul De Boeck
On hierarchies and hierarchical classes models. Mathematical Hierarchies and Biology (1996)