Lutgarde M. C. Buydens

Lionel Blanchet, Agnieszka Smolinska, Amos Attali, Marcel P. Stoop, Kirsten A. M. Ampt, Hans van Aken, Ernst Suidgeest, Tinka Tuinstra, Sybren S. Wijmenga, Theo Luider, Lutgarde M. C. Buydens: Fusion of metabolomics and proteomics data for biomarkers discovery: case study on the experimental autoimmune encephalomyelitis. BMC Bioinformatics 12: 254 (2011)

Geert J. Postma, Jan Luts, Albert J. Idema, Margarida Julià-Sapé, Àngel Moreno-Torres, Witek Gajewicz, Johan A. K. Suykens, Arend Heerschap, Sabine Van Huffel, Lutgarde M. C. Buydens: On the relevance of automatically selected single-voxel MRS and multimodal MRI and MRSI features for brain tumour differentiation. Comp. in Bio. and Med. 41(2): 87-97 (2011)

Jorn R. de Haan, Ester Piek, René C. van Schaik, Jacob de Vlieg, Susanne Bauerschmidt, Lutgarde M. C. Buydens, Ron Wehrens: Integrating gene expression and GO classification for PCA by preclustering. BMC Bioinformatics 11: 158 (2010)

Michail G. Kounelakis, Michalis E. Zervakis, Michalis E. Blazadonakis, Geert J. Postma, Lutgarde M. C. Buydens, Arend Heerschap, X. Kotsiakis: Identification of significant metabolic markers from MRSI data for brain cancer classification. BIBE 2008: 1-6

Jorn R. de Haan, Ron Wehrens, Susanne Bauerschmidt, Ester Piek, René C. van Schaik, Lutgarde M. C. Buydens: Interpretation of ANOVA models for microarray data using PCA. Bioinformatics 23(2): 184-190 (2007)

Thanh N. Tran, Ron Wehrens, Lutgarde M. C. Buydens: KNN-kernel density-based clustering for high-dimensional multivariate data. Computational Statistics & Data Analysis 51(2): 513-525 (2006)

Egon L. Willighagen, H. M. G. W. Denissen, Ron Wehrens, Lutgarde M. C. Buydens: On the Use of ¹H and ¹³C 1D NMR Spectra as QSPR Descriptors. Journal of Chemical Information and Modeling 46(2): 487-494 (2006)

Thanh N. Tran, Ron Wehrens, Dirk H. Hoekman, Lutgarde M. C. Buydens: Initialization of Markov random field clustering of large remote sensing images. IEEE T. Geoscience and Remote Sensing 43(8): 1912-1919 (2005)

Ron Wehrens, Lutgarde M. C. Buydens, Chris Fraley, Adrian E. Raftery: Model-Based Clustering for Image Segmentation and Large Datasets via Sampling. J. Classification 21(2): 231-253 (2004)

Jos A. Hageman, Ron Wehrens, René de Gelder, Lutgarde M. C. Buydens: Powder pattern indexing using the weighted crosscorrelation and genetic algorithms. Journal of Computational Chemistry 24(9): 1043-1051 (2003)

Theo H. Reijmers, Ron Wehrens, Lutgarde M. C. Buydens: The Influence of Different Structure Representations on the Clustering of an RNA Nucleotides Data Set. Journal of Chemical Information and Computer Sciences 41(5): 1388-1394 (2001)

A. W. Simonetti, Ron Wehrens, Lutgarde M. C. Buydens: Segmentation of Chemical Shift Images with Mixture Modeling. MICCAI 2001: 1187-1188

J. C. Noordam, W. H. A. M. Van den Broek, Lutgarde M. C. Buydens: Geometrically Guided Fuzzy C-Means Clustering for Multivariate Image Segmentation. ICPR 2000: 1462-1465

Jos A. Hageman, Ron Wehrens, René de Gelder, W. L. Meerts, Lutgarde M. C. Buydens: Fitting Fluorescence Spectra with Genetic Algorithms. PPSN 2000: 702-711

Theo H. Reijmers, Ron Wehrens, Lutgarde M. C. Buydens: Quality criteria of genetic algorithms for construction of phylogenetic trees. Journal of Computational Chemistry 20(8): 867-876 (1999)

Mischa L. M. Beckers, Willem J. Melssen, Lutgarde M. C. Buydens: Predicting nucleic acid torsion angle values using artificial neural networks. Journal of Computer-Aided Molecular Design 12(1): 53-61 (1998)

Mischa L. M. Beckers, Lutgarde M. C. Buydens: Multivariate analysis of a data matrix containing A-DNA and B-DNA dinucleoside monophosphate steps: Multidimensional Ramachandran plots for nucleic acids. Journal of Computational Chemistry 19(7): 695-715 (1998)

Ron Wehrens, Ernö Pretsch, Lutgarde M. C. Buydens: Quality Criteria of Genetic Algorithms for Structure Optimization. Journal of Chemical Information and Computer Sciences 38(2): 151-157 (1998)

Antoine H. C. van Kampen, Lutgarde M. C. Buydens: Reinvestigation of a Genetic-based Classifier System: The Effectiveness of Recombination. Computers & Chemistry 21(3): 153-160 (1997)

Antoine H. C. van Kampen, Mischa L. M. Beckers, Lutgarde M. C. Buydens: A Comparative Study of the DG-OMEGA (DG), DGII, and GAT Method for the Structure Elucidation of a Methylene-acetal Linked Thymine Dinucleotide. Computers & Chemistry 21(5): 281-297 (1997)

Mischa L. M. Beckers, Willem J. Melssen, Lutgarde M. C. Buydens: A Self-organizing Feature Map for Clustering Nucleic Acids Application to a Data Matrix Containing A-DNA and B-DNA Dinucleotides. Computers & Chemistry 21(6): 377-390 (1997)

Daniel M. C. Domine, James Devillers, Dietrich Wienke, Lutgarde M. C. Buydens: ART 2-A for Optimal Test Series Design in QSAR. Journal of Chemical Information and Computer Sciences 37(1): 10-17 (1997)

Willem J. Melssen, Eduard P. P. A. Derks, Mischa L. M. Beckers, Lutgarde M. C. Buydens: Parallel Processing of Chemical Information in a Local Area Network - I. Hydra: Concept, Configuration, and Implementation of Parallel Applications. Computers & Chemistry 20(4): 431-438 (1996)

Willem J. Melssen, Eduard P. P. A. Derks, Mischa L. M. Beckers, Lutgarde M. C. Buydens: Parallel Processing of Chemical Information in a Local Area Network - II. a Parallel Cross-validation Procedure for Artificial Neural Networks. Computers & Chemistry 20(4): 439-448 (1996)

Willem J. Melssen, Eduard P. P. A. Derks, Mischa L. M. Beckers, Lutgarde M. C. Buydens: Parallel Processing of Chemical Information in a Local Area Network - III. Using Genetic Algorithms for Conformational Analysis of Biomacromolecules. Computers & Chemistry 20(4): 449-457 (1996)

Ron Wehrens, Carlos B. Lucasius, Lutgarde M. C. Buydens, Gerrit Kateman: Sequential assignment of 2D-NMR spectra of proteins using genetic algorithms. Journal of Chemical Information and Computer Sciences 33(2): 245-251 (1993)