| Centering, scaling, and transformations: improving the biological information content of metabolomics data RA van den Berg, HCJ Hoefsloot, JA Westerhuis, AK Smilde, ... BMC genomics 7 (1), 1-15, 2006 | 1787 | 2006 |
| Assessment of PLSDA cross validation JA Westerhuis, HCJ Hoefsloot, S Smit, DJ Vis, AK Smilde, EJJ van Velzen, ... Metabolomics 4 (1), 81-89, 2008 | 1076 | 2008 |
| Analysis of multiblock and hierarchical PCA and PLS models JA Westerhuis, T Kourti, JF MacGregor Journal of Chemometrics: A Journal of the Chemometrics Society 12 (5), 301-321, 1998 | 710 | 1998 |
| Generalized contribution plots in multivariate statistical process monitoring JA Westerhuis, SP Gurden, AK Smilde Chemometrics and intelligent laboratory systems 51 (1), 95-114, 2000 | 499 | 2000 |
| Double-check: validation of diagnostic statistics for PLS-DA models in metabolomics studies E Szymańska, E Saccenti, AK Smilde, JA Westerhuis Metabolomics 8 (1), 3-16, 2012 | 463 | 2012 |
| Metabolic fate of polyphenols in the human superorganism J van Duynhoven, EE Vaughan, DM Jacobs, RA Kemperman, ... Proceedings of the national academy of sciences 108 (Supplement 1), 4531-4538, 2011 | 442 | 2011 |
| Direct orthogonal signal correction JA Westerhuis, S De Jong, AK Smilde Chemometrics and Intelligent Laboratory Systems 56 (1), 13-25, 2001 | 349 | 2001 |
| Multivariate paired data analysis: multilevel PLSDA versus OPLSDA JA Westerhuis, EJJ van Velzen, HCJ Hoefsloot, AK Smilde Metabolomics 6 (1), 119-128, 2010 | 291 | 2010 |
| Reflections on univariate and multivariate analysis of metabolomics data E Saccenti, HCJ Hoefsloot, AK Smilde, JA Westerhuis, MMWB Hendriks Metabolomics 10 (3), 361-374, 2014 | 281 | 2014 |
| Comparing alternative approaches for multivariate statistical analysis of batch process data JA Westerhuis, T Kourti, JF MacGregor Journal of Chemometrics: A Journal of the Chemometrics Society 13 (3‐4), 397-413, 1999 | 263 | 1999 |
| A framework for sequential multiblock component methods AK Smilde, JA Westerhuis, S de Jong Journal of Chemometrics: A Journal of the Chemometrics Society 17 (6), 323-337, 2003 | 189 | 2003 |
| ASCA: analysis of multivariate data obtained from an experimental design JJ Jansen, HCJ Hoefsloot, J van der Greef, ME Timmerman, ... Journal of Chemometrics: A Journal of the Chemometrics Society 19 (9), 469-481, 2005 | 171 | 2005 |
| Data-processing strategies for metabolomics studies MMWB Hendriks, FA van Eeuwijk, RH Jellema, JA Westerhuis, ... TrAC Trends in Analytical Chemistry 30 (10), 1685-1698, 2011 | 165 | 2011 |
| Multilevel data analysis of a crossover designed human nutritional intervention study EJJ van Velzen, JA Westerhuis, JPM van Duynhoven, FA van Dorsten, ... Journal of proteome research 7 (10), 4483-4491, 2008 | 158 | 2008 |
| New background correction method for liquid chromatography with diode array detection, infrared spectroscopic detection and Raman spectroscopic detection HFM Boelens, RJ Dijkstra, PHC Eilers, F Fitzpatrick, JA Westerhuis Journal of chromatography A 1057 (1-2), 21-30, 2004 | 144 | 2004 |
| Critical evaluation of approaches for on-line batch process monitoring ENM van Sprang, HJ Ramaker, JA Westerhuis, SP Gurden, AK Smilde Chemical Engineering Science 57 (18), 3979-3991, 2002 | 136 | 2002 |
| Multivariate modelling of the pharmaceutical two‐step process of wet granulation and tableting with multiblock partial least squares JA Westerhuis, PMJ Coenegracht Journal of Chemometrics: A Journal of the Chemometrics Society 11 (5), 379-392, 1997 | 110 | 1997 |
| Statistical validation of megavariate effects in ASCA DJ Vis, JA Westerhuis, AK Smilde, J van der Greef BMC bioinformatics 8 (1), 1-8, 2007 | 109 | 2007 |
| Multiway multiblock component and covariates regression models AK Smilde, JA Westerhuis, R Boque Journal of Chemometrics: A Journal of the Chemometrics Society 14 (3), 301-331, 2000 | 105 | 2000 |
| Dynamic metabolomic data analysis: a tutorial review AK Smilde, JA Westerhuis, HCJ Hoefsloot, S Bijlsma, CM Rubingh, DJ Vis, ... Metabolomics 6 (1), 3-17, 2010 | 98 | 2010 |
huub hoefslootassociate professor in systems data analysis, university of AmsterdamVerified email at uva.nl
