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1

Adaptive resonance theory based neural networks — the ‘ART’ of real-time pattern recognition in chemical process monitoring?

Dietrich Wienke, Lutgarde Buydens

Journal:

TrAC Trends in Analytical Chemistry

Year:

1995

Language:

english

File:

PDF, 1.07 MB

english, 1995

2

Multivariate Calibration with Least-Squares Support Vector Machines

Thissen, Uwe, Üstün, Bülent, Melssen, Willem J., Buydens, Lutgarde M. C.

Journal:

Analytical Chemistry

Year:

2004

Language:

english

File:

PDF, 119 KB

english, 2004

3

Chemometrics and qualitative analysis have a vibrant relationship

Szymańska, Ewa, Gerretzen, Jan, Engel, Jasper, Geurts, Brigitte, Blanchet, Lionel, Buydens, Lutgarde M.C.

Journal:

TrAC Trends in Analytical Chemistry

Year:

2015

Language:

english

File:

PDF, 1.05 MB

english, 2015

4

Detection and classification of latent defects and diseases on raw French fries with multispectral imaging

Jacco C Noordam, Willie HAM van den Broek, Lutgarde MC Buydens

Journal:

Journal of the Science of Food and Agriculture

Year:

2005

Language:

english

File:

PDF, 306 KB

english, 2005

5

Alignment of high resolution magic angle spinning magnetic resonance spectra using warping methods

Guro F. Giskeødegård, Tom G. Bloemberg, Geert Postma, Beathe Sitter, May-Britt Tessem, Ingrid S. Gribbestad, Tone F. Bathen, Lutgarde M.C. Buydens

Journal:

Analytica Chimica Acta

Year:

2010

Language:

english

File:

PDF, 1.14 MB

english, 2010

6

The bootstrap: a tutorial

Ron Wehrens, Hein Putter, Lutgarde M.C Buydens

Journal:

Chemometrics and Intelligent Laboratory Systems

Year:

2000

Language:

english

File:

PDF, 312 KB

english, 2000

7

NMR and pattern recognition methods in metabolomics: From data acquisition to biomarker discovery: A review

Agnieszka Smolinska, Lionel Blanchet, Lutgarde M.C. Buydens, Sybren S. Wijmenga

Journal:

Analytica Chimica Acta

Year:

2012

Language:

english

File:

PDF, 1.18 MB

english, 2012

8

Warping methods for spectroscopic and chromatographic signal alignment: A tutorial

Bloemberg, Tom G., Gerretzen, Jan, Lunshof, Anton, Wehrens, Ron, Buydens, Lutgarde M.C.

Journal:

Analytica Chimica Acta

Year:

2013

Language:

english

File:

PDF, 4.60 MB

english, 2013

9

Breaking with trends in pre-processing?

Engel, Jasper, Gerretzen, Jan, Szymańska, Ewa, Jansen, Jeroen J., Downey, Gerard, Blanchet, Lionel, Buydens, Lutgarde M.C.

Journal:

TrAC Trends in Analytical Chemistry

Year:

2013

Language:

english

File:

PDF, 1.16 MB

english, 2013

10

Interpretation of variable importance in Partial Least Squares with Significance Multivariate Correlation (sMC)

Tran, Thanh N., Afanador, Nelson Lee, Buydens, Lutgarde M.C., Blanchet, Lionel

Journal:

Chemometrics and Intelligent Laboratory Systems

Year:

2014

Language:

english

File:

PDF, 958 KB

english, 2014

11

A novel, simple and effective way for data pre-processing selection based on design of experiments

Gerretzen, Jan, Szymanska, Ewa, Jansen, Jeroen J., Bart, Jacob, van Manen, Henk-Jan, van den Heuvel, Edwin R., Buydens, Lutgarde M.C.

Journal:

Analytical Chemistry

Year:

2015

Language:

english

File:

PDF, 1.42 MB

english, 2015

12

Kernel-Partial Least Squares regression coupled to pseudo-sample trajectories for the analysis of mixture designs of experiments

Vitale, Raffaele, Palací-López, Daniel, Kerkenaar, Harmen H.M., Postma, Geert J., Buydens, Lutgarde M.C., Ferrer, Alberto

Journal:

Chemometrics and Intelligent Laboratory Systems

Year:

2018

Language:

english

File:

PDF, 5.31 MB

english, 2018

13

Multi-set Pre-processing of Multicolor Flow Cytometry Data

Folcarelli, Rita, Tinnevelt, Gerjen H., Hilvering, Bart, Wouters, Kristiaan, van Staveren, Selma, Postma, Geert J., Vrisekoop, Nienke, Buydens, Lutgarde M. C., Koenderman, Leo, Jansen, Jeroen J.

Journal:

Scientific Reports

Year:

2020

File:

PDF, 1.63 MB

2020

14

Geographical classification of olive oils by the application of CART and SVM to their FT-IR

Sónia Caetano, Bülent Üstün, Siobhán Hennessy, Johanna Smeyers-Verbeke, Willem Melssen, Gérard Downey, Lutgarde Buydens, Yvan Vander Heyden

Journal:

Journal of Chemometrics

Year:

2007

Language:

english

File:

PDF, 252 KB

english, 2007

15

Mixture modelling of medical magnetic resonance data

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

Journal:

Journal of Chemometrics

Year:

2002

Language:

english

File:

PDF, 401 KB

english, 2002

16

SMIXTURE: strategy for mixture model clustering of multivariate images

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

Journal:

Journal of Chemometrics

Year:

2005

Language:

english

File:

PDF, 408 KB

english, 2005

17

Multispectral magnetic resonance image analysis using principal component and linear discriminant analysis

Han Witjes, Mark Rijpkema, Marinette van der Graaf, Willem Melssen, Arend Heerschap, Lutgarde Buydens

Journal:

Journal of Magnetic Resonance Imaging

Year:

2003

Language:

english

File:

PDF, 1.38 MB

english, 2003

18

A phase and frequency alignment protocol for 1H MRSI data of the prostate

Alan J. Wright, Lutgarde M. C. Buydens, Arend Heerschap

Journal:

NMR in Biomedicine

Year:

2012

Language:

english

File:

PDF, 311 KB

english, 2012

19

Lactate and glycine—potential MR biomarkers of prognosis in estrogen receptor-positive breast cancers

Guro F. Giskeødegård, Steinar Lundgren, Beathe Sitter, Hans E. Fjøsne, Geert Postma, Lutgarde M. C. Buydens, Ingrid S. Gribbestad, Tone F. Bathen

Journal:

NMR in Biomedicine

Year:

2012

Language:

english

File:

PDF, 236 KB

english, 2012

20

Combination of feature-reduced MR spectroscopic and MR imaging data for improved brain tumor classification

Arjan W. Simonetti, Willem J. Melssen, Fabien Szabo de Edelenyi, Jack J. A. van Asten, Arend Heerschap, Lutgarde M. C. Buydens

Journal:

NMR in Biomedicine

Year:

2005

Language:

english

File:

PDF, 319 KB

english, 2005

21

Laudatio — Professor G. Kateman

Lutgarde Buydens

Journal:

Chemometrics and Intelligent Laboratory Systems

Year:

1994

Language:

english

File:

PDF, 125 KB

english, 1994

22

Adaptive resonance theory based neural network for supervised chemical pattern recognition (FuzzyARTMAP) Part 1: Theory and network properties

Dietrich Wienke, Lutgarde Buydens

Journal:

Chemometrics and Intelligent Laboratory Systems

Year:

1996

Language:

english

File:

PDF, 1.15 MB

english, 1996

23

Editorial

Lutgarde Buydens, Sijmen De Jong

Journal:

Chemometrics and Intelligent Laboratory Systems

Year:

1995

Language:

english

File:

PDF, 72 KB

english, 1995

24

Editorial of the “V Colloquium Chemiometricum Mediteraneum”

Roberto Todeschini, Lutgarde Buydens

Journal:

Analytica Chimica Acta

Year:

2004

Language:

english

File:

PDF, 30 KB

english, 2004

25

Obituary

Lutgarde Buydens

Journal:

Analytica Chimica Acta

Year:

2006

Language:

english

File:

PDF, 65 KB

english, 2006

26

Editorial

Lutgarde Buydens, Márcia M.C. Ferreira, Sarah Rutan

Journal:

Analytica Chimica Acta

Year:

2007

Language:

english

File:

PDF, 313 KB

english, 2007

27

CAC 2008

Anna de Juan, Jean Michel Roger, Lutgarde Buydens

Journal:

Analytica Chimica Acta

Year:

2009

Language:

english

File:

PDF, 536 KB

english, 2009

28

Strategy for reduced calibration sets to develop quantitative structure–retention relationships in high-performance liquid chromatography

Jan P.M. Andries, Henk A. Claessens, Yvan Vander Heyden, Lutgarde M.C. Buydens

Journal:

Analytica Chimica Acta

Year:

2009

Language:

english

File:

PDF, 777 KB

english, 2009

29

Clustering multispectral images: a tutorial

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

Journal:

Chemometrics and Intelligent Laboratory Systems

Year:

2005

Language:

english

File:

PDF, 2.44 MB

english, 2005

30

Supervised Kohonen networks for classification problems

Willem Melssen, Ron Wehrens, Lutgarde Buydens

Journal:

Chemometrics and Intelligent Laboratory Systems

Year:

2006

Language:

english

File:

PDF, 1.29 MB

english, 2006

31

SOMPLS: A supervised self-organising map--partial least squares algorithm for multivariate regression problems

Willem Melssen, Bülent Üstün, Lutgarde Buydens

Journal:

Chemometrics and Intelligent Laboratory Systems

Year:

2007

Language:

english

File:

PDF, 2.81 MB

english, 2007

32

Improved parametric time warping for proteomics

Tom G. Bloemberg, Jan Gerretzen, Hans J.P. Wouters, Jolein Gloerich, Maurice van Dael, Hans J.C.T. Wessels, Lambert P. van den Heuvel, Paul H.C. Eilers, Lutgarde M.C. Buydens, Ron Wehrens

Journal:

Chemometrics and Intelligent Laboratory Systems

Year:

2010

Language:

english

File:

PDF, 1.39 MB

english, 2010

33

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, Ángel Moreno-Torres, Witek Gajewicz, Johan A.K. Suykens, Arend Heerschap, Sabine Van Huffel, Lutgarde M.C. Buydens

Journal:

Computers in Biology and Medicine

Year:

2011

Language:

english

File:

PDF, 512 KB

english, 2011

34

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

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

Journal:

Computational Statistics & Data Analysis

Year:

2006

Language:

english

File:

PDF, 685 KB

english, 2006

35

Effects of including spatial information in clustering multivariate image data

Patrick W.T. Krooshof, Geert J. Postma, Willem J. Melssen, Lutgarde M.C. Buydens, Thanh N. Tran

Journal:

TrAC Trends in Analytical Chemistry

Year:

2006

Language:

english

File:

PDF, 2.86 MB

english, 2006

36

Nonlinear process monitoring using bottle-neck neural networks

Uwe Thissen, Willem J. Melssen, Lutgarde M.C. Buydens

Journal:

Analytica Chimica Acta

Year:

2001

Language:

english

File:

PDF, 227 KB

english, 2001

37

CAC-2000

Lutgarde Buydens, Sarah Rutan

Journal:

Analytica Chimica Acta

Year:

2001

Language:

english

File:

PDF, 16 KB

english, 2001

38

SpaRef: a clustering algorithm for multispectral images

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

Journal:

Analytica Chimica Acta

Year:

2003

Language:

english

File:

PDF, 270 KB

english, 2003

39

Editorial CAC 2002

Lutgarde Buydens, Sarah C. Rutan

Journal:

Analytica Chimica Acta

Year:

2003

Language:

english

File:

PDF, 27 KB

english, 2003

40

Editorial CAC 2004

Lutgarde Buydens, Anna de Juan

Journal:

Analytica Chimica Acta

Year:

2005

Language:

english

File:

PDF, 30 KB

english, 2005

41

Expert system for the selection of high-performance liquid chromatographic methods for the analysis of drugs

Marina de Smet, Greet Musch, Anne Peeters, Lutgarde Buydens, Desire L. Massart

Journal:

Journal of Chromatography A

Year:

1989

Language:

english

File:

PDF, 1.18 MB

english, 1989

42

Expert system for the selection of initial high-performance liquid chromatographic conditions for the analysis of pharmaceuticals

Rik Hindriks, Frans Maris, Jan Vink, Anne Peeters, Marina De Smet, Desire L. Massart, Lutgarde Buydens

Journal:

Journal of Chromatography A

Year:

1989

Language:

english

File:

PDF, 713 KB

english, 1989

43

Evolutionary optimisation: a tutorial

Ron Wehrens, Lutgarde M.C Buydens

Journal:

TrAC Trends in Analytical Chemistry

Year:

1998

Language:

english

File:

PDF, 492 KB

english, 1998

44

Molecular data-mining: a challenge for chemometrics

Lutgarde M.C Buydens, Theo H Reijmers, Mischa L.M Beckers, Ron Wehrens

Journal:

Chemometrics and Intelligent Laboratory Systems

Year:

1999

Language:

english

File:

PDF, 397 KB

english, 1999

45

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 AM Ampt, Hans van Aken, Ernst Suidgeest, Tinka Tuinstra, Sybren S Wijmenga, Theo Luider, Lutgarde MC Buydens

Journal:

BMC Bioinformatics

Year:

2011

Language:

english

File:

PDF, 879 KB

english, 2011

46

Test Series Selection from Nonlinear Neural Mapping

Daniel Domine, James Devillers, Dietrich Wienke, Lutgarde Buydens

Journal:

Molecular Informatics

Year:

1996

Language:

english

File:

PDF, 766 KB

english, 1996

47

A Procedure for Incorporating Spatial Variability in Ecological Risk Assessment of Dutch River Floodplains

LAMMERT KOOISTRA, ROB S.E.W. LEUVEN, PIET H. NIENHUIS, RON WEHRENS, LUTGARDE M.C. BUYDENS

Journal:

Environmental Management

Year:

2001

Language:

english

File:

PDF, 818 KB

english, 2001

48

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

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

Journal:

Journal of Classification

Year:

2004

Language:

english

File:

PDF, 164 KB

english, 2004

49

Application of a genetic algorithm in the conformational analysis of methylene-acetal-linked thymine dimers in DNA: Comparison with distance geometry calculations

Mischa L.M. Beckers, Lutgarde M.C. Buydens, Jeroen A. Pikkemaat, Cornelis Altona

Journal:

Journal of Biomolecular NMR

Year:

1997

Language:

english

File:

PDF, 192 KB

english, 1997

50

An expert system for the selection of criteria for selectivity optimization in high-pressure liquid chromatography

Anne Peeters, Lutgarde Buydens, Desire L. Massart, P. J. Schoenmakers

Journal:

Chromatographia

Year:

1988

Language:

english

File:

PDF, 689 KB

english, 1988

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