Eva Ceulemans

According to our database, Eva Ceulemans authored at least 13 papers between 2004 and 2024.

Collaborative distances:

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

2024

Variable selection for both outcomes and predictors: sparse multivariate principal covariates regression.

Soogeun Park, Eva Ceulemans, Katrijn Van Deun

Mach. Learn., October, 2024

2018

Capturing correlation changes by applying kernel change point detection on the running correlations.

Jedelyn Cabrieto, Francis Tuerlinckx, Peter Kuppens, Frank H. Wilhelm, Michael Liedlgruber, Eva Ceulemans

Inf. Sci., 2018

Obtaining insights from high-dimensional data: sparse principal covariates regression.

Katrijn Van Deun, Elise A. V. Crompvoets, Eva Ceulemans

BMC Bioinform., 2018

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

2011

The Real-Valued Model of Hierarchical Classes.

Jan Schepers, Iven Van Mechelen, Eva Ceulemans

J. Classif., 2011

Tool-use in a blended undergraduate course: In Search of user profiles.

Griet Lust, Mieke Vandewaetere, Eva Ceulemans, Jan Elen, Geraldine Clarebout

Comput. Educ., 2011

2010

Factorial and reduced K-means reconsidered.

Marieke E. Timmerman, Eva Ceulemans, Henk A. L. Kiers, Maurizio Vichi

Comput. Stat. Data Anal., 2010

The Generic Subspace Clustering Model.

Marieke E. Timmerman, Eva Ceulemans

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

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

2006

Three-mode partitioning.

Jan Schepers, Iven Van Mechelen, Eva Ceulemans

Comput. Stat. Data Anal., 2006

2004

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

Eva Ceulemans, Iven Van Mechelen, Peter Kuppens

J. Classif., 2004