Lutgarde M. C. Buydens

36 papers A 2B 1C 2Journal 30Unranked 1

Year	Rank	Type	Title / Venue / Authors
2022	J	`jnl`	Retrospective quality by design r(QbD) for lactose production using historical process data and design of experiments. Comput. Ind. Leonardo Galvis, Tim Offermans, Carlo G. Bertinetto, Andrea Carnoli, Emina Karamujic, Weiwei Li, Ewa Szymanska, Lutgarde M. C. Buydens, Jeroen J. Jansen
2021	J	`jnl`	Automatically optimizing dynamic synchronization of individual industrial process variables for statistical modelling. Comput. Chem. Eng. Tim Offermans, Ewa Szymanska, Geert H. van Kollenburg, Lutgarde M. C. Buydens, Jeroen J. Jansen
2021	J	`jnl`	Process PLS: Incorporating substantive knowledge into the predictive modelling of multiblock, multistep, multidimensional and multicollinear process data. Comput. Chem. Eng. Geert H. van Kollenburg, Roel Bouman, Tim Offermans, Jan Gerretzen, Lutgarde M. C. Buydens, Henk-Jan van Manen, Jeroen J. Jansen
2020	J	`jnl`	Synchronizing process variables in time for industrial process monitoring and control. Comput. Chem. Eng. Tim Offermans, Ewa Szymanska, Lutgarde M. C. Buydens, Jeroen J. Jansen
2020	J	`jnl`	Understanding chemical production processes by using PLS path model parameters as soft sensors. Comput. Chem. Eng. Geert H. van Kollenburg, Jacoline van Es, Jan Gerretzen, Heleen Lanters, Roel Bouman, Willem Koelewijn, Anthony N. Davies, Lutgarde M. C. Buydens, Henk-Jan van Manen, Jeroen J. Jansen
2018	J	`jnl`	Spectral-Spatial Classification of Hyperspectral Images: Three Tricks and a New Learning Setting. Remote. Sens. Jacopo Acquarelli, Elena Marchiori, Lutgarde M. C. Buydens, Thanh N. Tran, Twan van Laarhoven
2017	J	`jnl`	Convolutional Neural Networks and Data Augmentation for Spectral-Spatial Classification of Hyperspectral Images. CoRR Jacopo Acquarelli, Elena Marchiori, Lutgarde M. C. Buydens, Thanh N. Tran, Twan van Laarhoven
2013	J	`jnl`	On the Relevance of Glycolysis Process on Brain Gliomas. IEEE J. Biomed. Health Informatics Michail G. Kounelakis, Michalis E. Zervakis, George C. Giakos, Geert J. Postma, Lutgarde M. C. Buydens, X. Kotsiakis
2011	J	`jnl`	Fusion of metabolomics and proteomics data for biomarkers discovery: case study on the experimental autoimmune encephalomyelitis. BMC Bioinform. 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
2011	J	`jnl`	On the relevance of automatically selected single-voxel MRS and multimodal MRI and MRSI features for brain tumour differentiation. Comput. Biol. Medicine 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
2010	J	`jnl`	Integrating gene expression and GO classification for PCA by preclustering. BMC Bioinform. Jorn R. de Haan, Ester Piek, René C. van Schaik, Jacob de Vlieg, Susanne Bauerschmidt, Lutgarde M. C. Buydens, Ron Wehrens
2008	C	`conf`	Identification of significant metabolic markers from MRSI data for brain cancer classification. BIBE Michail G. Kounelakis, Michalis E. Zervakis, Michalis E. Blazadonakis, Geert J. Postma, Lutgarde M. C. Buydens, Arend Heerschap, X. Kotsiakis
2007	J	`jnl`	Interpretation of ANOVA models for microarray data using PCA. Bioinform. Jorn R. de Haan, Ron Wehrens, Susanne Bauerschmidt, Ester Piek, René C. van Schaik, Lutgarde M. C. Buydens
2006	J	`jnl`	KNN-kernel density-based clustering for high-dimensional multivariate data. Comput. Stat. Data Anal. Thanh N. Tran, Ron Wehrens, Lutgarde M. C. Buydens
2006	J	`jnl`	On the Use of J. Chem. Inf. Model. Egon L. Willighagen, H. M. G. W. Denissen, Ron Wehrens, Lutgarde M. C. Buydens
2005	J	`jnl`	Initialization of Markov random field clustering of large remote sensing images. IEEE Trans. Geosci. Remote. Sens. Thanh N. Tran, Ron Wehrens, Dirk H. Hoekman, Lutgarde M. C. Buydens
2004	C	`conf`	Initialization of Markov Random Field clustering of large polarimetric SAR images. IGARSS Thanh N. Tran, Ron Wehrens, Lutgarde M. C. Buydens, Dirk H. Hoekman
2004	J	`jnl`	Model-Based Clustering for Image Segmentation and Large Datasets via Sampling. J. Classif. Ron Wehrens, Lutgarde M. C. Buydens, Chris Fraley, Adrian E. Raftery
2003	J	`jnl`	Powder pattern indexing using the weighted crosscorrelation and genetic algorithms. J. Comput. Chem. Jos A. Hageman, Ron Wehrens, René de Gelder, Lutgarde M. C. Buydens
2001	A	`conf`	Segmentation of Chemical Shift Images with Mixture Modeling. MICCAI A. W. Simonetti, Ron Wehrens, Lutgarde M. C. Buydens
2001	J	`jnl`	The Influence of Different Structure Representations on the Clustering of an RNA Nucleotides Data Set. J. Chem. Inf. Comput. Sci. Theo H. Reijmers, Ron Wehrens, Lutgarde M. C. Buydens
2000	A	`conf`	Fitting Fluorescence Spectra with Genetic Algorithms. PPSN Jos A. Hageman, Ron Wehrens, René de Gelder, W. L. Meerts, Lutgarde M. C. Buydens
2000	B	`conf`	Geometrically Guided Fuzzy C-Means Clustering for Multivariate Image Segmentation. ICPR J. C. Noordam, W. H. A. M. Van den Broek, Lutgarde M. C. Buydens
1999	J	`jnl`	Quality criteria of genetic algorithms for construction of phylogenetic trees. J. Comput. Chem. Theo H. Reijmers, Ron Wehrens, Lutgarde M. C. Buydens
1998	J	`jnl`	Multivariate analysis of a data matrix containing A-DNA and B-DNA dinucleoside monophosphate steps: Multidimensional Ramachandran plots for nucleic acids. J. Comput. Chem. Mischa L. M. Beckers, Lutgarde M. C. Buydens
1998	J	`jnl`	Predicting nucleic acid torsion angle values using artificial neural networks. J. Comput. Aided Mol. Des. Mischa L. M. Beckers, Willem J. Melssen, Lutgarde M. C. Buydens
1998	J	`jnl`	Quality Criteria of Genetic Algorithms for Structure Optimization. J. Chem. Inf. Comput. Sci. Ron Wehrens, Ernö Pretsch, Lutgarde M. C. Buydens
1997	J	`jnl`	A Comparative Study of the DG-OMEGA (DG), DGII, and GAT Method for the Structure Elucidation of a Methylene-acetal Linked Thymine Dinucleotide. Comput. Chem. Antoine H. C. van Kampen, Mischa L. M. Beckers, Lutgarde M. C. Buydens
1997	J	`jnl`	A Self-organizing Feature Map for Clustering Nucleic Acids Application to a Data Matrix Containing A-DNA and B-DNA Dinucleotides. Comput. Chem. Mischa L. M. Beckers, Willem J. Melssen, Lutgarde M. C. Buydens
1997	J	`jnl`	ART 2-A for Optimal Test Series Design in QSAR. J. Chem. Inf. Comput. Sci. Daniel M. C. Domine, James Devillers, Dietrich Wienke, Lutgarde M. C. Buydens
1997	J	`jnl`	Reinvestigation of a Genetic-based Classifier System: The Effectiveness of Recombination. Comput. Chem. Antoine H. C. van Kampen, Lutgarde M. C. Buydens
1996	J	`jnl`	Parallel Processing of Chemical Information in a Local Area Network - I. Hydra: Concept, Configuration, and Implementation of Parallel Applications. Comput. Chem. Willem J. Melssen, Eduard P. P. A. Derks, Mischa L. M. Beckers, Lutgarde M. C. Buydens
1996	J	`jnl`	Parallel Processing of Chemical Information in a Local Area Network - II. a Parallel Cross-validation Procedure for Artificial Neural Networks. Comput. Chem. Willem J. Melssen, Eduard P. P. A. Derks, Mischa L. M. Beckers, Lutgarde M. C. Buydens
1996	J	`jnl`	Parallel Processing of Chemical Information in a Local Area Network - III. Using Genetic Algorithms for Conformational Analysis of Biomacromolecules. Comput. Chem. Willem J. Melssen, Eduard P. P. A. Derks, Mischa L. M. Beckers, Lutgarde M. C. Buydens
1995	—	`conf`	Parallel Cross-Validation of Artificial Neural Networks. SNN Symposium on Neural Networks Eduard P. P. A. Derks, Willem J. Melssen, Lutgarde M. C. Buydens
1993	J	`jnl`	Sequential assignment of 2D-NMR spectra of proteins using genetic algorithms. J. Chem. Inf. Comput. Sci. Ron Wehrens, Carlos B. Lucasius, Lutgarde M. C. Buydens, Gerrit Kateman