Robust statistics in data analysis—A review: Basic concepts M Daszykowski, K Kaczmarek, Y Vander Heyden, B Walczak Chemometrics and intelligent laboratory systems 85 (2), 203-219, 2007 | 470 | 2007 |
Revised DBSCAN algorithm to cluster data with dense adjacent clusters TN Tran, K Drab, M Daszykowski Chemometrics and Intelligent Laboratory Systems 120, 92-96, 2013 | 374 | 2013 |
Representative subset selection M Daszykowski, B Walczak, DL Massart Analytica chimica acta 468 (1), 91-103, 2002 | 370 | 2002 |
Looking for natural patterns in data: Part 1. Density-based approach M Daszykowski, B Walczak, DL Massart Chemometrics and Intelligent laboratory systems 56 (2), 83-92, 2001 | 340 | 2001 |
TOMCAT: A MATLAB toolbox for multivariate calibration techniques M Daszykowski, S Serneels, K Kaczmarek, P Van Espen, C Croux, ... Chemometrics and intelligent laboratory systems 85 (2), 269-277, 2007 | 238 | 2007 |
A comparison of three algorithms for chromatograms alignment AM Van Nederkassel, M Daszykowski, PHC Eilers, Y Vander Heyden Journal of chromatography A 1118 (2), 199-210, 2006 | 202 | 2006 |
Dealing with missing values and outliers in principal component analysis I Stanimirova, M Daszykowski, B Walczak Talanta 72 (1), 172-178, 2007 | 162 | 2007 |
Projection methods in chemistry M Daszykowski, B Walczak, DL Massart Chemometrics and intelligent laboratory systems 65 (1), 97-112, 2003 | 158 | 2003 |
Use and abuse of chemometrics in chromatography M Daszykowski, B Walczak TrAC Trends in Analytical Chemistry 25 (11), 1081-1096, 2006 | 153 | 2006 |
Density-based clustering methods M Daszykowski, B Walczak Comprehensive Chemometrics 2, 635-654, 2009 | 128 | 2009 |
Metabolomics provide new insights on lung cancer staging and discrimination from chronic obstructive pulmonary disease S Deja, I Porebska, A Kowal, A Zabek, W Barg, K Pawelczyk, ... Journal of pharmaceutical and biomedical analysis 100, 369-380, 2014 | 127 | 2014 |
Prediction of total green tea antioxidant capacity from chromatograms by multivariate modeling AM Van Nederkassel, M Daszykowski, DL Massart, Y Vander Heyden Journal of Chromatography A 1096 (1-2), 177-186, 2005 | 124 | 2005 |
Looking for natural patterns in analytical data. 2. Tracing local density with OPTICS M Daszykowski, B Walczak, DL Massart Journal of chemical information and computer sciences 42 (3), 500-507, 2002 | 115 | 2002 |
Determining orthogonal chromatographic systems prior to the development of methods to characterise impurities in drug substances E Van Gyseghem, S Van Hemelryck, M Daszykowski, F Questier, ... Journal of Chromatography A 988 (1), 77-93, 2003 | 93 | 2003 |
Peak alignment of urine NMR spectra using fuzzy warping W Wu, M Daszykowski, B Walczak, BC Sweatman, SC Connor, ... Journal of Chemical Information and Modeling 46 (2), 863-875, 2006 | 86 | 2006 |
Start-to-end processing of two-dimensional gel electrophoretic images M Daszykowski, I Stanimirova, A Bodzon-Kulakowska, J Silberring, ... Journal of Chromatography A 1158 (1-2), 306-317, 2007 | 71 | 2007 |
Robust partial least squares model for prediction of green tea antioxidant capacity from chromatograms M Daszykowski, Y Vander Heyden, B Walczak Journal of Chromatography A 1176 (1-2), 12-18, 2007 | 69 | 2007 |
Target selection for alignment of chromatographic signals obtained using monochannel detectors M Daszykowski, B Walczak Journal of Chromatography A 1176 (1-2), 1-11, 2007 | 66 | 2007 |
Retention prediction of peptides based on uninformative variable elimination by partial least squares R Put, M Daszykowski, T Baczek, Y Vander Heyden Journal of proteome research 5 (7), 1618-1625, 2006 | 66 | 2006 |
On the optimal partitioning of data with k-means, growing k-means, neural gas, and growing neural gas M Daszykowski, B Walczak, DL Massart Journal of chemical information and computer sciences 42 (6), 1378-1389, 2002 | 63 | 2002 |