Robert A van den Berg

Summary

Affiliation: Katholieke Universiteit Leuven
Country: Belgium

Publications

  1. doi request reprint Metabolomics data exploration guided by prior knowledge
    Robert A van den Berg
    TNO Quality of Life, P O Box 360, 3700 AJ Zeist, The Netherlands
    Anal Chim Acta 651:173-81. 2009
  2. doi request reprint Identification of modules in Aspergillus niger by gene co-expression network analysis
    Robert A van den Berg
    TNO Quality of Life, Zeist, The Netherlands
    Fungal Genet Biol 47:539-50. 2010
  3. pmc Integrating functional genomics data using maximum likelihood based simultaneous component analysis
    Robert A van den Berg
    SymBioSys, Katholieke Universiteit Leuven, Leuven, Belgium
    BMC Bioinformatics 10:340. 2009
  4. pmc A flexible framework for sparse simultaneous component based data integration
    Katrijn Van Deun
    Center for Computational Systems Biology SymBioSys, Katholieke Universiteit Leuven, 3000 Leuven, Belgium
    BMC Bioinformatics 12:448. 2011
  5. pmc Centering, scaling, and transformations: improving the biological information content of metabolomics data
    Robert A van den Berg
    TNO Quality of Life, P, O, Box 360, 3700 AJ Zeist, The Netherlands
    BMC Genomics 7:142. 2006
  6. doi request reprint Simultaneous analysis of coupled data matrices subject to different amounts of noise
    Tom F Wilderjans
    Katholieke Universiteit Leuven, Belgium
    Br J Math Stat Psychol 64:277-90. 2011

Detail Information

Publications6

  1. doi request reprint Metabolomics data exploration guided by prior knowledge
    Robert A van den Berg
    TNO Quality of Life, P O Box 360, 3700 AJ Zeist, The Netherlands
    Anal Chim Acta 651:173-81. 2009
    ..Compared to an ordinary PCA, focusing the data analysis on biologically relevant metabolites lead especially for the complex E. coli data to a better biological interpretation of the data...
  2. doi request reprint Identification of modules in Aspergillus niger by gene co-expression network analysis
    Robert A van den Berg
    TNO Quality of Life, Zeist, The Netherlands
    Fungal Genet Biol 47:539-50. 2010
    ....
  3. pmc Integrating functional genomics data using maximum likelihood based simultaneous component analysis
    Robert A van den Berg
    SymBioSys, Katholieke Universiteit Leuven, Leuven, Belgium
    BMC Bioinformatics 10:340. 2009
    ..Subsequently, the performance of the two methods is evaluated by analysis of a real life Escherichia coli metabolomics data set...
  4. pmc A flexible framework for sparse simultaneous component based data integration
    Katrijn Van Deun
    Center for Computational Systems Biology SymBioSys, Katholieke Universiteit Leuven, 3000 Leuven, Belgium
    BMC Bioinformatics 12:448. 2011
    ..However, the interpretation of the principal and simultaneous components is often daunting because contributions of each of the biomolecules (transcripts, proteins) have to be taken into account...
  5. pmc Centering, scaling, and transformations: improving the biological information content of metabolomics data
    Robert A van den Berg
    TNO Quality of Life, P, O, Box 360, 3700 AJ Zeist, The Netherlands
    BMC Genomics 7:142. 2006
    ..Data pretreatment methods can correct for aspects that hinder the biological interpretation of metabolomics data sets by emphasizing the biological information in the data set and thus improving their biological interpretability...
  6. doi request reprint Simultaneous analysis of coupled data matrices subject to different amounts of noise
    Tom F Wilderjans
    Katholieke Universiteit Leuven, Belgium
    Br J Math Stat Psychol 64:277-90. 2011
    ....