Lutgarde M. C. Buydens

According to our database, Lutgarde M. C. Buydens authored at least 36 papers between 1993 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Retrospective quality by design r(QbD) for lactose production using historical process data and design of experiments.

Leonardo Galvis, Tim Offermans, Carlo G. Bertinetto, Andrea Carnoli, Emina Karamujic, Weiwei Li, Ewa Szymanska, Lutgarde M. C. Buydens, Jeroen J. Jansen

Comput. Ind., 2022

2021

Automatically optimizing dynamic synchronization of individual industrial process variables for statistical modelling.

Tim Offermans, Ewa Szymanska, Geert H. van Kollenburg, Lutgarde M. C. Buydens, Jeroen J. Jansen

Comput. Chem. Eng., 2021

Process PLS: Incorporating substantive knowledge into the predictive modelling of multiblock, multistep, multidimensional and multicollinear process data.

Geert H. van Kollenburg, Roel Bouman, Tim Offermans, Jan Gerretzen, Lutgarde M. C. Buydens, Henk-Jan van Manen, Jeroen J. Jansen

Comput. Chem. Eng., 2021

2020

Synchronizing process variables in time for industrial process monitoring and control.

Tim Offermans, Ewa Szymanska, Lutgarde M. C. Buydens, Jeroen J. Jansen

Comput. Chem. Eng., 2020

Understanding chemical production processes by using PLS path model parameters as soft sensors.

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

Comput. Chem. Eng., 2020

2018

Spectral-Spatial Classification of Hyperspectral Images: Three Tricks and a New Learning Setting.

Jacopo Acquarelli, Elena Marchiori, Lutgarde M. C. Buydens, Thanh N. Tran, Twan van Laarhoven

Remote. Sens., 2018

2017

Convolutional Neural Networks and Data Augmentation for Spectral-Spatial Classification of Hyperspectral Images.

Jacopo Acquarelli, Elena Marchiori, Lutgarde M. C. Buydens, Thanh N. Tran, Twan van Laarhoven

CoRR, 2017

2013

On the Relevance of Glycolysis Process on Brain Gliomas.

Michail G. Kounelakis, Michalis E. Zervakis, George C. Giakos, Geert J. Postma, Lutgarde M. C. Buydens, X. Kotsiakis

IEEE J. Biomed. Health Informatics, 2013

2011

On the relevance of automatically selected single-voxel MRS and multimodal MRI and MRSI features for brain tumour differentiation.

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

Comput. Biol. Medicine, 2011

Fusion of metabolomics and proteomics data for biomarkers discovery: case study on the experimental autoimmune encephalomyelitis.

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

BMC Bioinform., 2011

2010

Integrating gene expression and GO classification for PCA by preclustering.

Jorn R. de Haan, Ester Piek, René C. van Schaik, Jacob de Vlieg, Susanne Bauerschmidt, Lutgarde M. C. Buydens, Ron Wehrens

BMC Bioinform., 2010

2008

Identification of significant metabolic markers from MRSI data for brain cancer classification.

Michail G. Kounelakis, Michalis E. Zervakis, Michalis E. Blazadonakis, Geert J. Postma, Lutgarde M. C. Buydens, Arend Heerschap, X. Kotsiakis

Proceedings of the 8th IEEE International Conference on Bioinformatics and Bioengineering, 2008

2007

Interpretation of ANOVA models for microarray data using PCA.

Jorn R. de Haan, Ron Wehrens, Susanne Bauerschmidt, Ester Piek, René C. van Schaik, Lutgarde M. C. Buydens

Bioinform., 2007

2006

On the Use of ¹H and ¹³C 1D NMR Spectra as QSPR Descriptors.

Egon L. Willighagen, H. M. G. W. Denissen, Ron Wehrens, Lutgarde M. C. Buydens

J. Chem. Inf. Model., 2006

KNN-kernel density-based clustering for high-dimensional multivariate data.

Thanh N. Tran, Ron Wehrens, Lutgarde M. C. Buydens

Comput. Stat. Data Anal., 2006

2005

Initialization of Markov random field clustering of large remote sensing images.

Thanh N. Tran, Ron Wehrens, Dirk H. Hoekman, Lutgarde M. C. Buydens

IEEE Trans. Geosci. Remote. Sens., 2005

2004

Model-Based Clustering for Image Segmentation and Large Datasets via Sampling.

Ron Wehrens, Lutgarde M. C. Buydens, Chris Fraley, Adrian E. Raftery

J. Classif., 2004

Initialization of Markov Random Field clustering of large polarimetric SAR images.

Thanh N. Tran, Ron Wehrens, Lutgarde M. C. Buydens, Dirk H. Hoekman

Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004

2003

Powder pattern indexing using the weighted crosscorrelation and genetic algorithms.

Jos A. Hageman, Ron Wehrens, René de Gelder, Lutgarde M. C. Buydens

J. Comput. Chem., 2003

2001

The Influence of Different Structure Representations on the Clustering of an RNA Nucleotides Data Set.

Theo H. Reijmers, Ron Wehrens, Lutgarde M. C. Buydens

J. Chem. Inf. Comput. Sci., 2001

Segmentation of Chemical Shift Images with Mixture Modeling.

A. W. Simonetti, Ron Wehrens, Lutgarde M. C. Buydens

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2001

2000

Fitting Fluorescence Spectra with Genetic Algorithms.

Jos A. Hageman, Ron Wehrens, René de Gelder, W. L. Meerts, Lutgarde M. C. Buydens

Proceedings of the Parallel Problem Solving from Nature, 2000

Geometrically Guided Fuzzy C-Means Clustering for Multivariate Image Segmentation.

J. C. Noordam, W. H. A. M. Van den Broek, Lutgarde M. C. Buydens

Proceedings of the 15th International Conference on Pattern Recognition, 2000

1999

Quality criteria of genetic algorithms for construction of phylogenetic trees.

Theo H. Reijmers, Ron Wehrens, Lutgarde M. C. Buydens

J. Comput. Chem., 1999

1998

Quality Criteria of Genetic Algorithms for Structure Optimization.

Ron Wehrens, Ernö Pretsch, Lutgarde M. C. Buydens

J. Chem. Inf. Comput. Sci., 1998

Multivariate analysis of a data matrix containing A-DNA and B-DNA dinucleoside monophosphate steps: Multidimensional Ramachandran plots for nucleic acids.

Mischa L. M. Beckers, Lutgarde M. C. Buydens

J. Comput. Chem., 1998

Predicting nucleic acid torsion angle values using artificial neural networks.

Mischa L. M. Beckers, Willem J. Melssen, Lutgarde M. C. Buydens

J. Comput. Aided Mol. Des., 1998

1997

ART 2-A for Optimal Test Series Design in QSAR.

Daniel M. C. Domine, James Devillers, Dietrich Wienke, Lutgarde M. C. Buydens

J. Chem. Inf. Comput. Sci., 1997

A Comparative Study of the DG-OMEGA (DG), DGII, and GAT Method for the Structure Elucidation of a Methylene-acetal Linked Thymine Dinucleotide.

Antoine H. C. van Kampen, Mischa L. M. Beckers, Lutgarde M. C. Buydens

Comput. Chem., 1997

Reinvestigation of a Genetic-based Classifier System: The Effectiveness of Recombination.

Antoine H. C. van Kampen, Lutgarde M. C. Buydens

Comput. Chem., 1997

A Self-organizing Feature Map for Clustering Nucleic Acids Application to a Data Matrix Containing A-DNA and B-DNA Dinucleotides.

Mischa L. M. Beckers, Willem J. Melssen, Lutgarde M. C. Buydens

Comput. Chem., 1997

1996

Parallel Processing of Chemical Information in a Local Area Network - III. Using Genetic Algorithms for Conformational Analysis of Biomacromolecules.

Willem J. Melssen, Eduard P. P. A. Derks, Mischa L. M. Beckers, Lutgarde M. C. Buydens

Comput. Chem., 1996

Parallel Processing of Chemical Information in a Local Area Network - II. a Parallel Cross-validation Procedure for Artificial Neural Networks.

Willem J. Melssen, Eduard P. P. A. Derks, Mischa L. M. Beckers, Lutgarde M. C. Buydens

Comput. Chem., 1996

Parallel Processing of Chemical Information in a Local Area Network - I. Hydra: Concept, Configuration, and Implementation of Parallel Applications.

Willem J. Melssen, Eduard P. P. A. Derks, Mischa L. M. Beckers, Lutgarde M. C. Buydens

Comput. Chem., 1996

1995

Parallel Cross-Validation of Artificial Neural Networks.

Eduard P. P. A. Derks, Willem J. Melssen, Lutgarde M. C. Buydens

Proceedings of the Neural Networks: Artificial Intelligence and Industrial Applications, 1995

1993

Sequential assignment of 2D-NMR spectra of proteins using genetic algorithms.

Ron Wehrens, Carlos B. Lucasius, Lutgarde M. C. Buydens, Gerrit Kateman

J. Chem. Inf. Comput. Sci., 1993