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Full Text	Issue Date	Title	Author(s)
	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	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	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	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	Optimisation of support vector regression parameters	Üstün, B.; Melssen, W.J.; Buydens, L.M.C.
	2006	Facilitating the application of Support Vector Regression by using a universal Pearson VII function based kernel	Ustun, B.; Melssen, W.J.; Buydens, L.M.C.
	2006	Supervised Kohonen networks for classification problems	Melssen, W.J.; Wehrens, R.; Buydens, L.M.C.
	2005	Multivariate statistical process control using mixture modelling	Thissen, U.; Swierenga, H.; Weijer, A.P. de; Wehrens, H.R.M.J.; Melssen, W.J.; Buydens, L.M.C.
	2005	Determination of optimal support vector regression parameters by genetic algorithms and simplex optimization	Üstün, B.; Melssen, W.J.; Oudenhuijzen, M.; Buydens, L.M.C.
	2005	Representing structural databases in a self-organizing map	Wehrens, H.R.M.J.; Melssen, W.J.; Buydens, L.M.C.; Gelder, R. de
	2005	Combination of feature-reduced MR spectroscopic and MR imaging data for improved brain tumor classification.	Simonetti, A.W.; Melssen, W.J.; Szabo de Edelenyi, F.; Asten, J.J.A. van; Heerschap, A.; Buydens, L.M.C.
	2005	Combination of feature-reduced MR spectroscopic and MR imaging data for improved brain tumor classification	Simonetti, A.W.; Melssen, W.J.; Edelenyi, F.S. de; Asten, J.J.A. van; Heerschap, A.; Buydens, L.M.C.
	2004	Multivariate calibration with least-squares support vector machines.	Thissen, U.M.J.; Ustun, B.; Melssen, W.J.; Buydens, L.M.C.
	2004	Comparing support vector machines to PLS for spectral regression applications	Thissen, U.M.J.; Pepers, M.; Ustun, B.; Melssen, W.J.; Buydens, L.M.C.
	1997	Optimal wavelength range selection by a genetic algorithm for discrimination purposes in spectroscopic infrared imaging	Broek, W.H.A.M. van den; Wienke, D.; Melssen, W.J.; Buydens, L.M.C.
	1997	A self-organizing feature map for clustering nucleic acids - Application to a data matrix containing A-DNA and B-DNA dinucleotides	Beckers, M.L.M.; Melssen, W.J.; Buydens, L.M.C.
	1997	Application of a spectroscopic infrared focal plane array sensor for on-line identification of plastic waste	Broek, W.H.A.M. van den; Wienke, D.; Melssen, W.J.; Feldhoff, R.; HuthFehre, T.; Kantimm, T.; Buydens, L.M.C.
	1996	Parallel processing of chemical information in a local area network .2. A parallel cross-validation procedure for artificial neural networks	Derks, E.P.P.A.; Beckers, M.L.M.; Melssen, W.J.; Buydens, L.M.C.
	1996	Near-infrared imaging spectroscopy (NIRIS) and image rank analysis for remote identification of plastics in mixed waste	Wienke, D.; Broek, W. van den; Melssen, W.; Buydens, L.; Feldhoff, R.; Huth-Fehre, T.; Kantimm, T.; Winter, F.; Cammann, K.
	1996	Parallel processing of chemical information in a local area network .3. Using genetic algorithms for conformational analysis of biomacromolecules	Beckers, M.L.M.; Derks, E.P.P.A.; Melssen, W.J.; Buydens, L.M.C.
	1996	Parallel processing of chemical information in a local area network .1. HYDRA: Concept, configuration, and implementation of parallel applications	Melssen, W.J.; Derks, E.P.P.A.; Beckers, M.L.M.; Buydens, L.M.C.
	1995	Nir - Remote-Sensing and Artificial Neural Networks for Rapid Identification of Post Consumer Plastics	Huthfehre, T.; Feldhoff, R.; Kantimm, T.; Quick, L.; Winter, F.; Cammann, K.; Broek, W. van den; Wienke, D.; Melssen, W.; Buydens, L.
	1995	Identification of Plastics among Nonplastics in Mixed Waste by Remote Sensing near-Infrared Imaging Spectroscopy : 1. Image Improvement and Analysis by Singular Value Decomposition	Broek, W.H.A.M. van den; Wienke, D.; Melssen, W.J.; Crom, C.W.A. de; Buydens, L.
	1995	Comparison of an adaptive resonance theory based neural network (ART-2a) against other classifiers for rapid sorting of post consumer plastics by remote near-infrared spectroscopic sensing using an InGaAs diode array	Wienke, D.; Broek, W. van den; Melssen, W.; Buydens, L.; Feldhoff, R.; Kantimm, T.; HuthFehre, T.; Quick, L.; Winter, F.; Cammann, K.

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