Iven Van Mechelen

According to our database, Iven Van Mechelen authored at least 32 papers between 1996 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Onset of a conceptual outline map to get a hold on the jungle of cluster analysis.

Iven Van Mechelen, Christian Hennig, Henk A. L. Kiers

WIREs Data. Mining. Knowl. Discov., 2024

2023

A white paper on good research practices in benchmarking: The case of cluster analysis.

Iven Van Mechelen, Anne-Laure Boulesteix, Rainer Dangl, Nema Dean, Christian Hennig, Friedrich Leisch, Douglas L. Steinley, Matthijs J. Warrens

WIREs Data. Mining. Knowl. Discov., November, 2023

C443: An R-package to see a forest for the trees.

Aniek Sies, Iven Van Mechelen

R J., September, 2023

2020

C443: a Methodology to See a Forest for the Trees.

Aniek Sies, Iven Van Mechelen

J. Classif., 2020

2017

Deriving optimal data-analytic regimes from benchmarking studies.

Lisa L. Doove, Tom F. Wilderjans, Antonio Calcagnì, Iven Van Mechelen

Comput. Stat. Data Anal., 2017

Maximal Interaction Two-Mode Clustering.

Jan Schepers, Hans-Hermann Bock, Iven Van Mechelen

J. Classif., 2017

2015

Component- and Factor-Based Models for Data Fusion in the Behavioral Sciences.

Iven Van Mechelen, Eva Ceulemans

Proc. IEEE, 2015

On the Added Value of Bootstrap Analysis for K-Means Clustering.

Joeri Hofmans, Eva Ceulemans, Douglas L. Steinley, Iven Van Mechelen

J. Classif., 2015

2014

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

Lisa L. Doove, Elise Dusseldorp, Katrijn Van Deun, Iven Van Mechelen

Adv. Data Anal. Classif., 2014

2013

Additive Biclustering: A Comparison of One New and Two Existing ALS Algorithms.

Tom F. Wilderjans, Dirk Depril, Iven Van Mechelen

J. Classif., 2013

2012

Block-Relaxation Approaches for Fitting the INDCLUS Model.

Tom F. Wilderjans, Dirk Depril, Iven Van Mechelen

J. Classif., 2012

Lowdimensional Additive Overlapping Clustering.

Dirk Depril, Iven Van Mechelen, Tom F. Wilderjans

J. Classif., 2012

2011

The Real-Valued Model of Hierarchical Classes.

Jan Schepers, Iven Van Mechelen, Eva Ceulemans

J. Classif., 2011

A flexible framework for sparse simultaneous component based data integration.

Katrijn Van Deun, Tom F. Wilderjans, Robert A. van den Berg, Anestis Antoniadis, Iven Van Mechelen

BMC Bioinform., 2011

2010

Multiple Nested Reductions of Single Data Modes as a Tool to Deal with Large Data Sets.

Iven Van Mechelen, Katrijn Van Deun

Proceedings of the 19th International Conference on Computational Statistics, 2010

2009

Simultaneous analysis of coupled data blocks differing in size: A comparison of two weighting schemes.

Tom F. Wilderjans, Eva Ceulemans, Iven Van Mechelen

Comput. Stat. Data Anal., 2009

A structured overview of simultaneous component based data integration.

Katrijn Van Deun, Age K. Smilde, Mariët J. van der Werf, Henk A. L. Kiers, Iven Van Mechelen

BMC Bioinform., 2009

Integrating functional genomics data using maximum likelihood based simultaneous component analysis.

Robert A. van den Berg, Iven Van Mechelen, Tom F. Wilderjans, Katrijn Van Deun, Henk A. L. Kiers, Age K. Smilde

BMC Bioinform., 2009

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

Katrijn Van Deun, Herbert Hoijtink, Lieven Thorrez, Leentje Van Lommel, Frans Schuit, Iven Van Mechelen

Bioinform., 2009

2008

Algorithms for additive clustering of rectangular data tables.

Dirk Depril, Iven Van Mechelen, Boris G. Mirkin

Comput. Stat. Data Anal., 2008

Selecting Among Multi-Mode Partitioning Models of Different Complexities: A Comparison of Four Model Selection Criteria.

Jan Schepers, Eva Ceulemans, Iven Van Mechelen

J. Classif., 2008

2007

A unifying model involving a categorical and/or dimensional reduction for multimode data.

Iven Van Mechelen, Jan Schepers

Comput. Stat. Data Anal., 2007

Joint mapping of genes and conditions via multidimensional unfolding analysis.

Katrijn Van Deun, Kathleen Marchal, Willem J. Heiser, Kristof Engelen, Iven Van Mechelen

BMC Bioinform., 2007

2006

Three-mode partitioning.

Jan Schepers, Iven Van Mechelen, Eva Ceulemans

Comput. Stat. Data Anal., 2006

On Algorithms for a Binary-Real (max, X) Matrix Approximation Problem.

Bart De Schutter, Jan Schepers, Iven Van Mechelen

Proceedings of the 45th IEEE Conference on Decision and Control, 2006

2005

Conjunctive prediction of an ordinal criterion variable on the basis of binary predictors.

Luigi Lombardi, Iven Van Mechelen

Discret. Appl. Math., 2005

2004

Adapting the Formal to the Substantive: Constrained Tucker3-HICLASS.

Eva Ceulemans, Iven Van Mechelen, Peter Kuppens

J. Classif., 2004

2002

Constrained Latent Class Analysis of Three-Way Three-Mode Data.

Michel Meulders, Paul De Boeck, Peter Kuppens, Iven Van Mechelen

J. Classif., 2002

2001

An Evaluation of Two Algorithms for Hierarchical Classes Analysis.

Iwin Leenen, Iven Van Mechelen

J. Classif., 2001

2000

Bayesian probabilistic extensions of a deterministic classification model.

Iwin Leenen, Iven Van Mechelen, Andrew Gelman

Comput. Stat., 2000

Posterior predictive checks: Principles and discussion.

Johannes Berkhof, Iven Van Mechelen, Herbert Hoijtink

Comput. Stat., 2000

1996

On hierarchies and hierarchical classes models.

Iven Van Mechelen, Seymour Rosenberg, Paul De Boeck

Proceedings of the Mathematical Hierarchies and Biology, 1996