Lutgarde M. C. Buydens

According to our database1, Lutgarde M. C. Buydens authored at least 33 papers between 1993 and 2020.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.



In proceedings 
PhD thesis 




Synchronizing process variables in time for industrial process monitoring and control.
Comput. Chem. Eng., 2020

Understanding chemical production processes by using PLS path model parameters as soft sensors.
Comput. Chem. Eng., 2020

Spectral-Spatial Classification of Hyperspectral Images: Three Tricks and a New Learning Setting.
Remote. Sens., 2018

Convolutional Neural Networks and Data Augmentation for Spectral-Spatial Classification of Hyperspectral Images.
CoRR, 2017

On the Relevance of Glycolysis Process on Brain Gliomas.
IEEE J. Biomed. Health Informatics, 2013

On the relevance of automatically selected single-voxel MRS and multimodal MRI and MRSI features for brain tumour differentiation.
Comput. Biol. Medicine, 2011

Fusion of metabolomics and proteomics data for biomarkers discovery: case study on the experimental autoimmune encephalomyelitis.
BMC Bioinform., 2011

Integrating gene expression and GO classification for PCA by preclustering.
BMC Bioinform., 2010

Identification of significant metabolic markers from MRSI data for brain cancer classification.
Proceedings of the 8th IEEE International Conference on Bioinformatics and Bioengineering, 2008

Interpretation of ANOVA models for microarray data using PCA.
Bioinform., 2007

On the Use of <sup>1</sup>H and <sup>13</sup>C 1D NMR Spectra as QSPR Descriptors.
J. Chem. Inf. Model., 2006

KNN-kernel density-based clustering for high-dimensional multivariate data.
Comput. Stat. Data Anal., 2006

Initialization of Markov random field clustering of large remote sensing images.
IEEE Trans. Geosci. Remote. Sens., 2005

Model-Based Clustering for Image Segmentation and Large Datasets via Sampling.
J. Classif., 2004

Initialization of Markov Random Field clustering of large polarimetric SAR images.
Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004

Powder pattern indexing using the weighted crosscorrelation and genetic algorithms.
J. Comput. Chem., 2003

The Influence of Different Structure Representations on the Clustering of an RNA Nucleotides Data Set.
J. Chem. Inf. Comput. Sci., 2001

Segmentation of Chemical Shift Images with Mixture Modeling.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2001

Fitting Fluorescence Spectra with Genetic Algorithms.
Proceedings of the Parallel Problem Solving from Nature, 2000

Geometrically Guided Fuzzy C-Means Clustering for Multivariate Image Segmentation.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

Quality criteria of genetic algorithms for construction of phylogenetic trees.
J. Comput. Chem., 1999

Quality Criteria of Genetic Algorithms for Structure Optimization.
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.
J. Comput. Chem., 1998

Predicting nucleic acid torsion angle values using artificial neural networks.
J. Comput. Aided Mol. Des., 1998

ART 2-A for Optimal Test Series Design in QSAR.
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.
Comput. Chem., 1997

Reinvestigation of a Genetic-based Classifier System: The Effectiveness of Recombination.
Comput. Chem., 1997

A Self-organizing Feature Map for Clustering Nucleic Acids Application to a Data Matrix Containing A-DNA and B-DNA Dinucleotides.
Comput. Chem., 1997

Parallel Processing of Chemical Information in a Local Area Network - III. Using Genetic Algorithms for Conformational Analysis of Biomacromolecules.
Comput. Chem., 1996

Parallel Processing of Chemical Information in a Local Area Network - II. a Parallel Cross-validation Procedure for Artificial Neural Networks.
Comput. Chem., 1996

Parallel Processing of Chemical Information in a Local Area Network - I. Hydra: Concept, Configuration, and Implementation of Parallel Applications.
Comput. Chem., 1996

Parallel Cross-Validation of Artificial Neural Networks.
Proceedings of the Neural Networks: Artificial Intelligence and Industrial Applications, 1995

Sequential assignment of 2D-NMR spectra of proteins using genetic algorithms.
J. Chem. Inf. Comput. Sci., 1993