Robert van den Berg

Contact information

Robert van den Berg
Tiensestraat 102
3000 Leuven


Phone: (+32) 16 326256
Fax: (+32) 16 325993

 

Publications

Group by: Type / Year & Type

International journal articles

• Hageman, J. A., van den Berg, R. A., Westerhuis, J. A., Hoefsloot, H. C. J., & Smilde, A. K. (2006). Bagged k-means clustering of metabolome data. Critical Reviews in Analytical Chemistry, 36, 1-10. doi:10.1080/10408340600969916
• Hageman, J. A., van den Berg, R. A., Westerhuis, J. A., van der Werf, M. J., & Smilde, A. K. (2008). Genetic algorithm based two-mode clustering of metabolomics data. Metabolomics. doi:10.1007/s11306-008-0105-7
• Petersen, S., van den Berg, R. A., Janssens, T., & van den Bergh, O. (2011). Illness and symptom perception: A theoretical approach towards an integrative measurement model. Clinical Psychology Review, 31, 428-439. doi:10.1016/j.cpr.2010.11.002
• van den Berg, R. A., Braaksma, M., van der Veen, D., van der Werf, M. J., Punt, P. J., van der Oost, J., & de Graaff, L. H. (2010). Identification of modules in Aspergillus niger by gene co-expression network analysis. Fungal Genetics and Biology, 47, 539-550. doi:10.1016/j.fgb.2010.03.005
• van den Berg, R. A., Hoefsloot, H. C. J., Westerhuis, J. A., Smilde, A. K., & van der Werf, M. J. (2006). Centering, scaling, and transformations: Improving the biological information content of metabolomics data. BMC Genomics, 7, (142), 1-15. doi:10.1186/1471-2164-7-142
• van den Berg, R. A., Rubingh, C. M., Westerhuis, J. A., van der Werf, M. J., & Smilde, A. K. (2009). Metabolomics data exploration guided by prior knowledge. Analytica Chimica Acta, 651, 173-181. doi:10.1016/j.aca.2009.08.029
• 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., 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

Chapters in books

• Braaksma, M., van den Berg, R. A., van der Werf, M. J., & Punt, P. J. (2010). A top-down systems biology approach for the identification of targets for fungal strain and process development In K. Borkovich & D. J. Ebbole (Eds.), Cellular and Molecular Biology of Filamentous Fungi (pp. 25-35). Herndon: ASM Press.