Eva Ceulemans

Publication Activity (10 Years)

Years Active: 2004-2018
Publications (10 Years): 4

Top Topics

Singular Spectrum Analysis

Dimensionality Reduction Methods

High Dimensions

Top Venues

Publications

Katrijn Van Deun, Elise A. V. Crompvoets, Eva Ceulemans
Obtaining insights from high-dimensional data: sparse principal covariates regression. BMC Bioinform. 19 (1) (2018)
Jedelyn Cabrieto, Francis Tuerlinckx, Peter Kuppens, Frank H. Wilhelm, Michael Liedlgruber, Eva Ceulemans
Capturing correlation changes by applying kernel change point detection on the running correlations. Inf. Sci. 447 (2018)
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)
Griet Lust, Mieke Vandewaetere, Eva Ceulemans, Jan Elen, Geraldine Clarebout
Tool-use in a blended undergraduate course: In Search of user profiles. Comput. Educ. 57 (3) (2011)
Jan Schepers, Iven Van Mechelen, Eva Ceulemans
The Real-Valued Model of Hierarchical Classes. J. Classif. 28 (3) (2011)
Marieke E. Timmerman, Eva Ceulemans, Henk A. L. Kiers, Maurizio Vichi
Factorial and reduced K-means reconsidered. Comput. Stat. Data Anal. 54 (7) (2010)
Marieke E. Timmerman, Eva Ceulemans
The Generic Subspace Clustering Model. 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)
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)
Jan Schepers, Iven Van Mechelen, Eva Ceulemans
Three-mode partitioning. Comput. Stat. Data Anal. 51 (3) (2006)
Eva Ceulemans, Iven Van Mechelen, Peter Kuppens
Adapting the Formal to the Substantive: Constrained Tucker3-HICLASS. J. Classif. 21 (1) (2004)