Search Results - "Moor, Bart De"

Systematic benchmarking of microarray data classification: assessing the role of non-linearity and dimensionality reduction by Pochet, Nathalie, De Smet, Frank, Suykens, Johan A. K., De Moor, Bart L. R.

“…Motivation: Microarrays are capable of determining the expression levels of thousands of genes simultaneously. In combination with classification methods, this…”
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Candidate gene prioritization by network analysis of differential expression using machine learning approaches by Nitsch, Daniela, Gonçalves, Joana P, Ojeda, Fabian, de Moor, Bart, Moreau, Yves

“…Discovering novel disease genes is still challenging for diseases for which no prior knowledge--such as known disease genes or disease-related pathways--is…”
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Adsorption of C2−C8 n-Alkanes in Zeolites by De Moor, Bart A, Reyniers, Marie-Françoise, Gobin, Oliver C, Lercher, Johannes A, Marin, Guy B

“…Adsorption of n-alkanes has been studied in the industrially relevant zeolites H-FAU, H-BEA, H-MOR, and H-ZSM-5 combining QM−Pot(MP2//B3LYP) with statistical…”
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Subspace identification of Hammerstein systems using least squares support vector machines by Goethals, I., Pelckmans, K., Suykens, J.A.K., Bart De Moor

“…This paper presents a method for the identification of multiple-input-multiple-output (MIMO) Hammerstein systems for the goal of prediction. The method extends…”
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Graphical description of the action of local Clifford transformations on graph states by Van den Nest, Maarten, Dehaene, Jeroen, De Moor, Bart

“…We translate the action of local Clifford operations on graph states into transformations on their associated graphs, i.e., we provide transformation rules,…”
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Nonparametric Regression via StatLSSVM by Brabanter, Kris De, Suykens, Johan A. K., Moor, Bart De

“…We present a new MATLAB toolbox under Windows and Linux for nonparametric regression estimation based on the statistical library for least squares support…”
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Isobutene Protonation in H‑FAU, H‑MOR, H‑ZSM-5, and H‑ZSM-22 by Nguyen, Cuong M, De Moor, Bart A, Reyniers, Marie-Françoise, Marin, Guy B

“…Kinetics and thermodynamics of isobutene protonation in H-FAU, H-MOR, H-ZSM-5, and H-ZSM-22 have been studied in a temperature range of 300–800 K, combining…”
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Normal Mode Analysis in Zeolites: Toward an Efficient Calculation of Adsorption Entropies by De Moor, Bart A, Ghysels, An, Reyniers, Marie-Françoise, Van Speybroeck, Veronique, Waroquier, Michel, Marin, Guy B

“…An efficient procedure for normal-mode analysis of extended systems, such as zeolites, is developed and illustrated for the physisorption and chemisorption of…”
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Hierarchical Biclustering of Mouse Pancreas Mass Spectrometry Imaging Data Using Recursive Rank-2 Non-negative Matrix Factorization by Nijs, Melanie, Waelkens, Etienne, Moor, Bart De

“…One of the main challenges in mass spectrometry imaging data analysis remains the analysis of / -spectra displaying a low signal-to-noise ratio caused by their…”
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Kernel based partially linear models and nonlinear identification by Espinoza, M., Suykens, J.A.K., Bart De Moor

“…In this note, we propose partially linear models with least squares support vector machines (LS-SVMs) for nonlinear ARX models. We illustrate how full…”
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Comparison and meta-analysis of microarray data: from the bench to the computer desk by Moreau, Yves, Aerts, Stein, Moor, Bart De, Strooper, Bart De, Dabrowski, Michal

“…The upcoming availability of public microarray repositories and of large compendia of gene expression information opens up a new realm of possibilities for…”
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Evaluation of Distance Metrics and Spatial Autocorrelation in Uniform Manifold Approximation and Projection Applied to Mass Spectrometry Imaging Data by Smets, Tina, Verbeeck, Nico, Claesen, Marc, Asperger, Arndt, Griffioen, Gerard, Tousseyn, Thomas, Waelput, Wim, Waelkens, Etienne, De Moor, Bart

“…In this work, uniform manifold approximation and projection (UMAP) is applied for nonlinear dimensionality reduction and visualization of mass spectrometry…”
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Application of structured total least squares for system identification and model reduction by Markovsky, I., Willems, J.C., Van Huffel, S., Bart De Moor, Pintelon, R.

“…The following identification problem is considered: Minimize the /spl lscr//sub 2/ norm of the difference between a given time series and an approximating one…”
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Testing the functional reserve of the kidney before hematopoietic stem cell transplantation: doubt remains by De Moor, Bart, Sprangers, Ben

“…Acute kidney injury is a common and important complication following hematopoietic stem cell transplantation. In the nephrology community, acute kidney injury…”
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Constructing Multidimensional Difference Equations From a State-Space Representation Using the Generalized Cayley-Hamilton Theorem by Vanpoucke, Lukas, Moor, Bart De

“…We show that applying a generalization of the Cayley-Hamilton Theorem to a state-space representation of a single-output, multidimensional (mD), linear,…”
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Predicting the prognosis of breast cancer by integrating clinical and microarray data with Bayesian networks by Gevaert, Olivier, Smet, Frank De, Timmerman, Dirk, Moreau, Yves, Moor, Bart De

“…Motivation: Clinical data, such as patient history, laboratory analysis, ultrasound parameters—which are the basis of day-to-day clinical decision support—are…”
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Spatially aware clustering of ion images in mass spectrometry imaging data using deep learning by Zhang, Wanqiu, Claesen, Marc, Moerman, Thomas, Groseclose, M. Reid, Waelkens, Etienne, De Moor, Bart, Verbeeck, Nico

“…Computational analysis is crucial to capitalize on the wealth of spatio-molecular information generated by mass spectrometry imaging (MSI) experiments…”
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Current animal models for the study of congestion in heart failure: an overview by Cops, Jirka, Haesen, Sibren, De Moor, Bart, Mullens, Wilfried, Hansen, Dominique

“…Congestion (i.e., backward failure) is an important culprit mechanism driving disease progression in heart failure. Nevertheless, congestion remains often…”
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A tutorial on support vector machine-based methods for classification problems in chemometrics by Luts, Jan, Ojeda, Fabian, Van de Plas, Raf, De Moor, Bart, Van Huffel, Sabine, Suykens, Johan A.K.

“…This tutorial provides a concise overview of support vector machines and different closely related techniques for pattern classification. The tutorial starts…”
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Biomarkers of endometriosis by Fassbender, Amelie, Ph.D, Vodolazkaia, Alexandra, Ph.D., M.D, Saunders, Philippa, Ph.D, Lebovic, Dan, M.D, Waelkens, Etienne, Ph.D., M.D, De Moor, Bart, Ph.D, D'Hooghe, Thomas, Ph.D., M.D

“…A noninvasive test for endometriosis would be useful for the early detection of endometriosis in symptomatic women who have pelvic pain and/or subfertility…”
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