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Lutgarde M. C. Buydens
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2020 – today
- 2022
- [j29]Leonardo Galvis, Tim Offermans, Carlo G. Bertinetto, Andrea Carnoli, Emina Karamujic, Weiwei Li, Ewa Szymanska, Lutgarde M. C. Buydens, Jeroen J. Jansen:
Retrospective quality by design r(QbD) for lactose production using historical process data and design of experiments. Comput. Ind. 141: 103696 (2022) - 2021
- [j28]Tim Offermans, Ewa Szymanska, Geert H. van Kollenburg, Lutgarde M. C. Buydens, Jeroen J. Jansen:
Automatically optimizing dynamic synchronization of individual industrial process variables for statistical modelling. Comput. Chem. Eng. 152: 107402 (2021) - [j27]Geert H. van Kollenburg, Roel Bouman, Tim Offermans, Jan Gerretzen, Lutgarde M. C. Buydens, Henk-Jan van Manen, Jeroen J. Jansen:
Process PLS: Incorporating substantive knowledge into the predictive modelling of multiblock, multistep, multidimensional and multicollinear process data. Comput. Chem. Eng. 154: 107466 (2021) - 2020
- [j26]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:
Understanding chemical production processes by using PLS path model parameters as soft sensors. Comput. Chem. Eng. 139: 106841 (2020) - [j25]Tim Offermans, Ewa Szymanska, Lutgarde M. C. Buydens, Jeroen J. Jansen:
Synchronizing process variables in time for industrial process monitoring and control. Comput. Chem. Eng. 140: 106938 (2020)
2010 – 2019
- 2018
- [j24]Jacopo Acquarelli, Elena Marchiori, Lutgarde M. C. Buydens, Thanh N. Tran, Twan van Laarhoven:
Spectral-Spatial Classification of Hyperspectral Images: Three Tricks and a New Learning Setting. Remote. Sens. 10(7): 1156 (2018) - 2017
- [i1]Jacopo Acquarelli, Elena Marchiori, Lutgarde M. C. Buydens, Thanh N. Tran, Twan van Laarhoven:
Convolutional Neural Networks and Data Augmentation for Spectral-Spatial Classification of Hyperspectral Images. CoRR abs/1711.05512 (2017) - 2013
- [j23]Michail G. Kounelakis, Michalis E. Zervakis, George C. Giakos, Geert J. Postma, Lutgarde M. C. Buydens, X. Kotsiakis:
On the Relevance of Glycolysis Process on Brain Gliomas. IEEE J. Biomed. Health Informatics 17(1): 128-135 (2013) - 2011
- [j22]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 Bioinform. 12: 254 (2011) - [j21]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. Comput. Biol. Medicine 41(2): 87-97 (2011) - 2010
- [j20]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 Bioinform. 11: 158 (2010)
2000 – 2009
- 2008
- [c6]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 - 2007
- [j19]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. Bioinform. 23(2): 184-190 (2007) - 2006
- [j18]Thanh N. Tran, Ron Wehrens, Lutgarde M. C. Buydens:
KNN-kernel density-based clustering for high-dimensional multivariate data. Comput. Stat. Data Anal. 51(2): 513-525 (2006) - [j17]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. J. Chem. Inf. Model. 46(2): 487-494 (2006) - 2005
- [j16]Thanh N. Tran, Ron Wehrens, Dirk H. Hoekman, Lutgarde M. C. Buydens:
Initialization of Markov random field clustering of large remote sensing images. IEEE Trans. Geosci. Remote. Sens. 43(8): 1912-1919 (2005) - 2004
- [j15]Ron Wehrens, Lutgarde M. C. Buydens, Chris Fraley, Adrian E. Raftery:
Model-Based Clustering for Image Segmentation and Large Datasets via Sampling. J. Classif. 21(2): 231-253 (2004) - [c5]Thanh N. Tran, Ron Wehrens, Lutgarde M. C. Buydens, Dirk H. Hoekman:
Initialization of Markov Random Field clustering of large polarimetric SAR images. IGARSS 2004 - 2003
- [j14]Jos A. Hageman, Ron Wehrens, René de Gelder, Lutgarde M. C. Buydens:
Powder pattern indexing using the weighted crosscorrelation and genetic algorithms. J. Comput. Chem. 24(9): 1043-1051 (2003) - 2001
- [j13]Theo H. Reijmers, Ron Wehrens, Lutgarde M. C. Buydens:
The Influence of Different Structure Representations on the Clustering of an RNA Nucleotides Data Set. J. Chem. Inf. Comput. Sci. 41(5): 1388-1394 (2001) - [c4]A. W. Simonetti, Ron Wehrens, Lutgarde M. C. Buydens:
Segmentation of Chemical Shift Images with Mixture Modeling. MICCAI 2001: 1187-1188 - 2000
- [c3]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 - [c2]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
1990 – 1999
- 1999
- [j12]Theo H. Reijmers, Ron Wehrens, Lutgarde M. C. Buydens:
Quality criteria of genetic algorithms for construction of phylogenetic trees. J. Comput. Chem. 20(8): 867-876 (1999) - 1998
- [j11]Mischa L. M. Beckers, Willem J. Melssen, Lutgarde M. C. Buydens:
Predicting nucleic acid torsion angle values using artificial neural networks. J. Comput. Aided Mol. Des. 12(1): 53-61 (1998) - [j10]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. J. Comput. Chem. 19(7): 695-715 (1998) - [j9]Ron Wehrens, Ernö Pretsch, Lutgarde M. C. Buydens:
Quality Criteria of Genetic Algorithms for Structure Optimization. J. Chem. Inf. Comput. Sci. 38(2): 151-157 (1998) - 1997
- [j8]Antoine H. C. van Kampen, Lutgarde M. C. Buydens:
Reinvestigation of a Genetic-based Classifier System: The Effectiveness of Recombination. Comput. Chem. 21(3): 153-160 (1997) - [j7]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. Comput. Chem. 21(5): 281-297 (1997) - [j6]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. Comput. Chem. 21(6): 377-390 (1997) - [j5]Daniel M. C. Domine, James Devillers, Dietrich Wienke, Lutgarde M. C. Buydens:
ART 2-A for Optimal Test Series Design in QSAR. J. Chem. Inf. Comput. Sci. 37(1): 10-17 (1997) - 1996
- [j4]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. Comput. Chem. 20(4): 431-438 (1996) - [j3]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. Comput. Chem. 20(4): 439-448 (1996) - [j2]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. Comput. Chem. 20(4): 449-457 (1996) - 1995
- [c1]Eduard P. P. A. Derks, Willem J. Melssen, Lutgarde M. C. Buydens:
Parallel Cross-Validation of Artificial Neural Networks. SNN Symposium on Neural Networks 1995: 389-392 - 1993
- [j1]Ron Wehrens, Carlos B. Lucasius, Lutgarde M. C. Buydens, Gerrit Kateman:
Sequential assignment of 2D-NMR spectra of proteins using genetic algorithms. J. Chem. Inf. Comput. Sci. 33(2): 245-251 (1993)
Coauthor Index
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