Tom Wilderjans

Contact information

Tom Wilderjans
Andreas Vesaliusstraat 2
3000 Leuven


Phone: (+32) 16 326123
Fax: (+32) 16 326200

 

Research interests

• Multiset analysis
• Component and hierarchical classes analysis

Publications

Group by: Type / Year & Type

International journal articles

• Depril, D., Van Mechelen, I., & Wilderjans, T. F. (in press). Lowdimensional additive overlapping clustering. Journal of Classification.
• van den Berg, R. A., Van Mechelen, I., Wilderjans, T. F., Van Deun, K., Kiers, H. A. L., & Smilde, A. K. (2009). Integrating functional genomics data using maximum likelihood based simultaneous component analysis. BMC Bioinformatics, 10, 340. doi:10.1186/1471-2105-10-340
• Van Deun, K., Wilderjans, T. F., van den Berg, R. A., Antoniadis, A., & Van Mechelen, I. (2011). A flexible framework for sparse simultaneous component based data integration. BMC Bioinformatics, 12, 448. doi:10.1186/1471-2105-12-448
• Wilderjans, T. F., Ceulemans, E., Kiers, H. A. L., & Meers, K. (2009). The LMPCA program: A graphical user interface for fitting the linked-mode PARAFAC-PCA model to coupled real-valued data. Behavior Research Methods, 41, 1073-1082. doi:10.3758/BRM.41.4.1073
• Wilderjans, T. F., Ceulemans, E., & Kuppens, P. (in press). Clusterwise HICLAS: A generic modeling strategy to trace similarities and differences in multi-block binary data. Behavior Research Methods. doi:10.3758/s13428-011-0166-9
• Wilderjans, T. F., Ceulemans, E., & Van Mechelen, I. (2008). The CHIC model: A global model for coupled binary data. Psychometrika, 73, 729-751. doi:10.1007/s11336-008-9069-9
• Wilderjans, T. F., Ceulemans, E., & Van Mechelen, I. (2009). Simultaneous analysis of coupled data blocks differing in size: A comparison of two weighting schemes. Computational Statistics and Data Analysis, 53, 1086-1098. doi:10.1016/j.csda.2008.09.031
• Wilderjans, T. F., Ceulemans, E., & Van Mechelen, I. (in press). The SIMCLAS model: Simultaneous analysis of coupled binary data matrices with noise heterogeneity between and within data blocks. Psychometrika.
• Wilderjans, T. F., Ceulemans, E., Van Mechelen, I., & Depril, D. (2011). ADPROCLUS: A graphical user interface for fitting additive profile clustering models to object by variable data matrices. Behavior Research Methods, 43, 56-65. doi:10.3758/s13428-010-0033-0
• Wilderjans, T. F., Ceulemans, E., Van Mechelen, I., & van den Berg, R. A. (2011). Simultaneous analysis of coupled data matrices subject to different amounts of noise. British Journal of Mathematical and Statistical Psychology, 64, 277-290. doi:10.1348/000711010X513263
• Wilderjans, T. F., Depril, D., & Van Mechelen, I. (in press). Additive biclustering: A comparison of one new and two existing ALS algorithms. Journal of Classification.
• Wilderjans, T. F., Depril, D., & Van Mechelen, I. (in press). Block-relaxation approaches for fitting the INDCLUS model. Journal of Classification.

Software