Iven Van Mechelen

33 papers Journal 30Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Visualizing distributions of covariance matrices.
J. Data Sci. Stat. Vis.
Tomoki Tokuda, Ben Goodrich, Iven Van Mechelen, Andrew Gelman, Francis Tuerlinckx
2024 J jnl
Onset of a conceptual outline map to get a hold on the jungle of cluster analysis.
WIREs Data. Mining. Knowl. Discov.
Iven Van Mechelen, Christian Hennig, Henk A. L. Kiers
2023 J jnl
A white paper on good research practices in benchmarking: The case of cluster analysis.
WIREs Data. Mining. Knowl. Discov.
Iven Van Mechelen, Anne-Laure Boulesteix, Rainer Dangl, Nema Dean, Christian Hennig, Friedrich Leisch, Douglas L. Steinley, Matthijs J. Warrens
2023 J jnl
C443: An R-package to see a forest for the trees.
R J.
Aniek Sies, Iven Van Mechelen
2020 J jnl
C443: a Methodology to See a Forest for the Trees.
J. Classif.
Aniek Sies, Iven Van Mechelen
2017 J jnl
Deriving optimal data-analytic regimes from benchmarking studies.
Comput. Stat. Data Anal.
Lisa L. Doove, Tom F. Wilderjans, Antonio Calcagnì, Iven Van Mechelen
2017 J jnl
Maximal Interaction Two-Mode Clustering.
J. Classif.
Jan Schepers, Hans-Hermann Bock, Iven Van Mechelen
2015 J jnl
Component- and Factor-Based Models for Data Fusion in the Behavioral Sciences.
Proc. IEEE
Iven Van Mechelen, Eva Ceulemans
2015 J jnl
On the Added Value of Bootstrap Analysis for K-Means Clustering.
J. Classif.
Joeri Hofmans, Eva Ceulemans, Douglas L. Steinley, Iven Van Mechelen
2014 J jnl
A comparison of five recursive partitioning methods to find person subgroups involved in meaningful treatment-subgroup interactions.
Adv. Data Anal. Classif.
Lisa L. Doove, Elise Dusseldorp, Katrijn Van Deun, Iven Van Mechelen
2013 J jnl
Additive Biclustering: A Comparison of One New and Two Existing ALS Algorithms.
J. Classif.
Tom F. Wilderjans, Dirk Depril, Iven Van Mechelen
2012 J jnl
Block-Relaxation Approaches for Fitting the INDCLUS Model.
J. Classif.
Tom F. Wilderjans, Dirk Depril, Iven Van Mechelen
2012 J jnl
Lowdimensional Additive Overlapping Clustering.
J. Classif.
Dirk Depril, Iven Van Mechelen, Tom F. Wilderjans
2011 J jnl
A flexible framework for sparse simultaneous component based data integration.
BMC Bioinform.
Katrijn Van Deun, Tom F. Wilderjans, Robert A. van den Berg, Anestis Antoniadis, Iven Van Mechelen
2011 J jnl
The Real-Valued Model of Hierarchical Classes.
J. Classif.
Jan Schepers, Iven Van Mechelen, Eva Ceulemans
2010 — conf
Multiple Nested Reductions of Single Data Modes as a Tool to Deal with Large Data Sets.
COMPSTAT
Iven Van Mechelen, Katrijn Van Deun
2009 J jnl
A structured overview of simultaneous component based data integration.
BMC Bioinform.
Katrijn Van Deun, Age K. Smilde, Mariët J. van der Werf, Henk A. L. Kiers, Iven Van Mechelen
2009 J jnl
Integrating functional genomics data using maximum likelihood based simultaneous component analysis.
BMC Bioinform.
Robert A. van den Berg, Iven Van Mechelen, Tom F. Wilderjans, Katrijn Van Deun, Henk A. L. Kiers, Age K. Smilde
2009 J jnl
Simultaneous analysis of coupled data blocks differing in size: A comparison of two weighting schemes.
Comput. Stat. Data Anal.
Tom F. Wilderjans, Eva Ceulemans, Iven Van Mechelen
2009 J jnl
Testing the hypothesis of tissue selectivity: the intersection-union test and a Bayesian approach.
Bioinform.
Katrijn Van Deun, Herbert Hoijtink, Lieven Thorrez, Leentje Van Lommel, Frans Schuit, Iven Van Mechelen
2008 J jnl
Algorithms for additive clustering of rectangular data tables.
Comput. Stat. Data Anal.
Dirk Depril, Iven Van Mechelen, Boris G. Mirkin
2008 J jnl
Selecting Among Multi-Mode Partitioning Models of Different Complexities: A Comparison of Four Model Selection Criteria.
J. Classif.
Jan Schepers, Eva Ceulemans, Iven Van Mechelen
2007 J jnl
A unifying model involving a categorical and/or dimensional reduction for multimode data.
Comput. Stat. Data Anal.
Iven Van Mechelen, Jan Schepers
2007 J jnl
Joint mapping of genes and conditions via multidimensional unfolding analysis.
BMC Bioinform.
Katrijn Van Deun, Kathleen Marchal, Willem J. Heiser, Kristof Engelen, Iven Van Mechelen
2006 — conf
On Algorithms for a Binary-Real (max, X) Matrix Approximation Problem.
CDC
Bart De Schutter, Jan Schepers, Iven Van Mechelen
2006 J jnl
Three-mode partitioning.
Comput. Stat. Data Anal.
Jan Schepers, Iven Van Mechelen, Eva Ceulemans
2005 J jnl
Conjunctive prediction of an ordinal criterion variable on the basis of binary predictors.
Discret. Appl. Math.
Luigi Lombardi, Iven Van Mechelen
2004 J jnl
Adapting the Formal to the Substantive: Constrained Tucker3-HICLASS.
J. Classif.
Eva Ceulemans, Iven Van Mechelen, Peter Kuppens
2002 J jnl
Constrained Latent Class Analysis of Three-Way Three-Mode Data.
J. Classif.
Michel Meulders, Paul De Boeck, Peter Kuppens, Iven Van Mechelen
2001 J jnl
An Evaluation of Two Algorithms for Hierarchical Classes Analysis.
J. Classif.
Iwin Leenen, Iven Van Mechelen
2000 J jnl
Bayesian probabilistic extensions of a deterministic classification model.
Comput. Stat.
Iwin Leenen, Iven Van Mechelen, Andrew Gelman
2000 J jnl
Posterior predictive checks: Principles and discussion.
Comput. Stat.
Johannes Berkhof, Iven Van Mechelen, Herbert Hoijtink
1996 — conf
On hierarchies and hierarchical classes models.
Mathematical Hierarchies and Biology
Iven Van Mechelen, Seymour Rosenberg, Paul De Boeck