| 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 |
| Multi-way analysis: applications in the chemical sciences A Smilde, R Bro, P Geladi John Wiley & Sons, 2005 | 1412 | 2005 |
| Principal component analysis R Bro, AK Smilde Analytical methods 6 (9), 2812-2831, 2014 | 1263 | 2014 |
| 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 |
| Selectivity, local rank, three‐way data analysis and ambiguity in multivariate curve resolution R Tauler, A Smilde, B Kowalski Journal of chemometrics 9 (1), 31-58, 1995 | 979 | 1995 |
| Large-scale human metabolomics studies: a strategy for data (pre-) processing and validation S Bijlsma, I Bobeldijk, ER Verheij, R Ramaker, S Kochhar, IA Macdonald, ... Analytical chemistry 78 (2), 567-574, 2006 | 694 | 2006 |
| 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 |
| ANOVA-simultaneous component analysis (ASCA): a new tool for analyzing designed metabolomics data AK Smilde, JJ Jansen, HCJ Hoefsloot, RJAN Lamers, J Van Der Greef, ... Bioinformatics 21 (13), 3043-3048, 2005 | 448 | 2005 |
| 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 |
| Centering and scaling in component analysis R Bro, AK Smilde Journal of Chemometrics 17 (1), 16-33, 2003 | 408 | 2003 |
| Proposed minimum reporting standards for data analysis in metabolomics R Goodacre, D Broadhurst, AK Smilde, BS Kristal, JD Baker, R Beger, ... Metabolomics 3 (3), 231-241, 2007 | 385 | 2007 |
| 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 |
| Fusion of mass spectrometry-based metabolomics data AK Smilde, MJ van der Werf, S Bijlsma, BJC van der Werff-van der Vat, ... Analytical chemistry 77 (20), 6729-6736, 2005 | 290 | 2005 |
| 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 |
| Cross-validation of component models: a critical look at current methods R Bro, K Kjeldahl, AK Smilde, HAL Kiers Analytical and bioanalytical chemistry 390 (5), 1241-1251, 2008 | 266 | 2008 |
| Influence of temperature on vibrational spectra and consequences for the predictive ability of multivariate models F Wülfert, WT Kok, AK Smilde Analytical chemistry 70 (9), 1761-1767, 1998 | 251 | 1998 |
| Atherosclerosis and liver inflammation induced by increased dietary cholesterol intake: a combined transcriptomics and metabolomics analysis R Kleemann, L Verschuren, MJ van Erk, Y Nikolsky, NHP Cnubben, ... Genome biology 8 (9), 1-16, 2007 | 242 | 2007 |
| Three-way analyses problems and prospects AK Smilde Chemometrics and Intelligent Laboratory Systems 15 (2-3), 143-157, 1992 | 209 | 1992 |
