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Full Text	Issue Date	Title	Author(s)
	2012	Nmr and pattern recognition methods in metabolomics: From data acquisition to biomarker discovery: A review	Smolinska, A.; Blanchet, L.; Buydens, L.M.C.; Wijmenga, S.S.
	2012	Confirmation of brand identity of a trappist beer by mid-infrared spectroscopy coupled with multivariate data analysis	Engel, J.; Blanchet, L.; Buydens, L.M.C.; Downey, G.
	2012	Statistical methods for improving verification of claims of origin for italian wines based on stable isotope ratios	Dordevic, N.; Wehrens, R.; Postma, G.J.; Buydens, L.M.C.; Camin, F.
	2012	Predictive-property-ranked variable reduction in partial least squares modelling with final complexity adapted models: Comparison of properties for ranking	Andriesa, J.P.M.; Heyden, Y. Vander; Buydens, L.M.C.
	2012	Interpretation and visualization of non-linear data fusion in kernel space: Study on metabolomic characterization of progression of multiple sclerosis	Smolinska, A.; Blanchet, L.M.; Coulier, L.; Ampt, K.A.M.; Luider, T.; Hintzen, R.Q.; Wijmenga, S.S.; Buydens, L.M.C.
	2012	Lactate and glycine-potential mr biomarkers of prognosis in estrogen receptor-positive breast cancers	Giskeødegård, G.F.; Lundgren, S.; Sitter, B.; Fjøsne, H.E.; Postma, G.; Buydens, L.M.C.; Gribbestad, I.S.; Bathen, T.F.
	2012	On the relevance of glycolysis process on brain gliomas	Kounelakis, M.; Zervakis, M.; Giakos, G.; Postma, G.; Buydens, L.; Kotsiakis, X.
	2012	A comprehensive full factorial lc-ms/ms proteomics benchmark data set	Wessels, H.C.T.; Bloemberg, T.G.; Dael, M.F.P. van; Wehrens, R.; Buydens, L.M.C.; Heuvel, L.P. van den; Gloerich, J.
	2012	Simultaneous analysis of plasma and csf by nmr and hierarchical models fusion	Smolinska, A.; Posma, J.M.; Blanchet, L.M.; Ampt, K.A.M.; Attali, A.; Tuinstra, T.; Luider, T.; Doskocz, M.; Michiels, P.J.; Girard, F.C.; Buydens, L.M.C.; Wijmenga, S.S.
	2012	Interpretation and visualization of non-linear data fusion in kernel space: study on metabolomic characterization of progression of multiple sclerosis.	Smolinska, A.M.; Blanchet, L.M.; Coulier, L.; Ampt, K.A.M.; Luider, T.; Hintzen, R.Q.; Wijmenga, S.S.; Buydens, L.M.C.
	2011	Cac-2010: Twelfth international conference on chemometrics in analytical chemistry	Buydens, L.; Espen, P. Van; Rutan, S.
	2011	A phase and frequency alignment protocol for 1h mrsi data of the prostate	Wright, A.J.; Buydens, L.M.C.; Heerschap, A.
	2011	Embedding filtering criteria into a wrapper marker selection method for brain tumor classification: An application on metabolic peak area ratios	Kounelakis, M.G.; Zervakis, M.E.; Giakos, G.C.; Postma, G.J.; Buydens, L.M.C.; Kotsiakis, X.
	2011	Opening the kernel of kernel partial least squares and support vector machines	Postma, G.J.; Krooshof, P.W.T.; Buydens, L.M.C.
	2011	Improved variable reduction in partial least squares modelling based on predictive-property-ranked variables and adaptation of partial least squares complexity	Andries, J.P.M.; Heyden, Y. Vander; Buydens, L.M.C.
	2011	Discrimination between Metastases and Glioblastomas multiforme based on morphometrical analysis of MR images	Blanchet, L.M.; Krooshof, P.W.T.; Postma, G.J.; Idema, A.J.S.; Goraj, B.; Heerschap, A.; Buydens, L.M.C.
	2011	Screening for emphysema via exhaled volatile organic compounds	Cristescu, S.M.; Gietema, H.A.; Blanchet, L.M.; Kruitwagen, C.L.; Munnik, P.; Klaveren, R.J. van; Lammers, J.W.; Buydens, L.; Harren, F.J.; Zanen, P.
	2011	Fusion of metabolomics and proteomics data for biomarkers discovery: Case study on the experimental autoimmune encephalomyelitis	Blanchet, L.M.; Smolinska, A.; Attali, A.; Stoop, M.P.; Ampt, K.A.M.; Aken, H. Van; Suidgeest, E.; Tuinstra, T.; Wijmenga, S.S.; Luider, T.; Buydens, L.M.C.
	2011	The impact of delayed storage on the measured proteome and metabolome of human cerebrospinal fluid	Rosenling, T.; Stoop, M.P.; Smolinska, A.; Muilwijk, B.; Coulier, L.; Shi, S.; Dane, A.; Christin, C.; Suits, F.; Horvatovich, P.L.; Wijmenga, S.S.; Buydens, L.M.C.; Vreeken, R.; Hankemeier, T.; Gool, A.J. van; Luider, T.M.; Bischoff, R.
	2011	Nmr and pattern recognition can distinguish neuroinflammation and peripheral inflammation	Smolinska, A.; Attali, A.; Blanchet, L.M.; Ampt, K.; Tuinstra, T.; Aken, H. Van; Suidgeest, E.; Gool, A.J. van; Luider, T.; Wijmenga, S.S.; Buydens, L.M.C.
	2011	On the relevance of automatically selected single-voxel MRS and multimodal MRI and MRSI features for brain tumour differentiation	Postma, G.J.; Luts, J.; Idema, A.J.S.; Julia-Sape, M.; Moreno-Torres, A.; Gajewicz, W.; Suykens, J.A.; Heerschap, A.; Huffel, S. van; Buydens, L.M.C.
	2010	Tracing the geographical origin of honeys based on volatile compounds profiles assessment using pattern recognition techniques	Stanimirova, I.; Üstün, B.; Cajka, T.; Riddelova, K.; Hajslova, J.; Buydens, L.M.C.; Walczak, B.
	2010	Targeting brain gliomas energy metabolism for classification purposes	Kounelakis, M.G.; Zervakis, M.E.; Postma, G.J.; Buydens, L.M.C.; Giakos, G.C.; Narayan, C.; Marotta, S.; Natarajamani, D.; Kotsiakis, X.
	2010	Visualization and Recovery of the (Bio)chemical Interesting Variables in Data Analysis with Support Vector Machine Classification	Krooshof, P.W.T.; Üstün, B.; Postma, G.J.; Buydens, L.M.C.
	2010	Alignment of high resolution magic angle spinning magnetic resonance spectra using warping methods	Giskeødegård, G.F.; Bloemberg, T.G.; Postma, G.; Sitter, B.; Tessem, M.B.; Gribbestad, I.S.; Bathen, T.F.; Buydens, L.M.C.
	2010	Validation of MRS metabolic markers in the classification of brain gliomas and their correlation to energy metabolism	Kounelakis, M.G.; Zervakis, M.E.; Postma, G.J.; Buydens, L.M.C.; Heerschap, A.; Kotsiakis, X.
	2010	Triple-negative breast cancer: Present challenges and new perspectives	Podo, F.; Buydens, L.M.C.; Degani, H.; Hilhorst, R.; Klipp, E.; Gribbestad, I.S.; Huffel, S. van; Laarhoven, H.W.M. van; Luts, J.; Monleon, D.; Postma, G.J.; Schneiderhan-Marra, N.; Santoro, F.; Wouters, Hans; Russnes, H.G.; Sorlie, T.; Tagliabue, E.; Borresen-Dale, A.L.
	2010	Integrating gene expression and go classification for pca by preclustering	Haan, J.R. de; Piek, E.; Schaik, R.C. Van; Vlieg, J. de; Bauerschmidt, S.; Buydens, L.M.C.; Wehrens, H.R.M.J.
	2010	Beyond single p-value cut-offs: Methods to improve decision making in GO enrichment analysis of microarray experiments	Haan, J.R. de; Wehrens, H.R.M.J.; Bauerschmidt, S.; Schaik, R.C. Van; Piek, E.; Buydens, L.M.C.
	2010	Improved parametric time warping for proteomics	Bloemberg, T.G.; Gerretzen, J.; Wouters, H.J.P.; Gloerich, J.; Dael, M. van; Wessels, H.; Heuvel, L.P. van den; Eilers, P.H.C.; Buydens, L.M.C.; Wehrens, H.R.M.J.
	2010	Quantitative Proteomics and Metabolomics Analysis of Normal Human Cerebrospinal Fluid Samples	Stoop, M.P.; Coulier, L.; Rosenling, T.; Shi, S.; Smolinska, A.M.; Buydens, L.M.C.; Ampt, K.A.M.; Stingl, C.; Dane, A.; Muilwijk, B.; Luitwieler, R.L.; Smitt, P.; Hintzen, R.Q.; Bischoff, R.; Wijmenga, S.S.; Hankemeier, T.; Gool, A.J. van; Luider, T.M.
	2009	Robust ANOVA for microarray data	Haan, J.R. de; Bauerschmidt, S.; Schaik, R.C. van; Piek, E.; Buydens, L.M.C.; Wehrens, H.R.M.J.
	2009	Strategy for reduced calibration sets to develop quantitative structure-retention relationships in high-performance liquid chromatography	Andries, J.P.; Claessens, H.A.; Heyden, Y. van der; Buydens, L.M.C.
	2009	Multiproject–multicenter evaluation of automatic brain tumor classification by magnetic resonance spectroscopy	García-Gómez, J.; Luts, J.; Julià-Sapé, M.; Krooshof, P.W.T.; Tortajada, S.; Robledo, J.; Melssen, W.; Fuster-García, E.; Olier, I.; Postma, G.J.; Monleón, D.; Moreno-Torres, À.; Pujol, J.; Candiota, A.-P.; Martínez-Bisbal, M.; Suykens, J.; Buydens, L.; Celda, B.; Huffel, S. Van; Arús, C.; Robles, M.
	2008	Chemometrics for food authentication	Buydens, L.
	2008	Combining ANOVA and PCA in the analysis of Microarray Data	Buydens, L.
	2008	Combining ANOVA and PCA in the analysis of Microarray Data	Buydens, L.
	2008	Pattern Recognition of Magnetic Resonance Imaging Data to Discriminate between Brain Tumors	Krooshof, P.W.T.; Melssen, W.; Postma, G.J.; Buydens, L.
	2008	Evaluation of Spectroscopic Images, Hoofdstuk 1	Krooshof, P.W.T.; Postma, G.J.; Melssen, W.; Buydens, L.
	2007	SOMPLS: A supervised self-organising map-partial least squares algorithm for ariate regression problems	Üstün, B.; Melssen, W.J.; Buydens, L.M.C.
	2007	Robust DOSY NMR data analysis	Huo, R.; Wehrens, R.; Buydens, L.M.C.
	2007	Interpretation of ANOVA models for microarray data using PCA.	Haan, J.R. de; Wehrens, R.; Bauerschmidt, S.; Piek, E.; Schaik, R.C. Van; Buydens, L.M.C.
	2007	Supervised self-organizing maps in crystal property and structure prediction	Willighagen, E.L.; Wehrens, R.; Melssen, W.J.; Gelder, R. de; Buydens, L.M.C.
	2006	Analytical Sciences : measuring to know and understand	Buydens, L.M.C.
	2006	Including Spatial Information in Clustering Multivariate Images	Buydens, L.M.C.
	2006	Tissue Classification Methods for MRI and MRSI	Krooshof, P.W.T.; Buydens, L.M.C.
	2006	Application of spectroscopic imaging and chemometrics for brain tumour classification [seminar 15th March]	Buydens, L.M.C.
	2006	Effects of Including Spatial Information in the Clustering of Multivariate Image Data	Krooshof, P.W.T.; Tran, T.N.; Postma, G.J.; Melssen, W.J.; Buydens, L.M.C.
	2006	Clustering of Brain Tumors by Segmentation of Magnetic Resonance Data	Krooshof, P.W.T.; Postma, G.J.; Melssen, W.J.; Buydens, L.M.C.
	2006	SMIXTURE: strategy for mixture model clustering of multivariate images	Tran, T.N.; Wehrens, R.; Buydens, L.M.C.

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