Seuraa
Fabian Ojeda
Fabian Ojeda
KBC Bank Applied Data Analytical Modelling. PhD KU Leuven
Vahvistettu sähköpostiosoite verkkotunnuksessa kbc.be
Nimike
Viittaukset
Viittaukset
Vuosi
A tutorial on support vector machine-based methods for classification problems in chemometrics
J Luts, F Ojeda, R Van de Plas, B De Moor, S Van Huffel, JAK Suykens
Analytica chimica acta 665 (2), 129-145, 2010
4222010
LS-SVMlab toolbox user's guide: version 1.7
K De Brabanter, P Karsmakers, F Ojeda, C Alzate, J De Brabanter, ...
Katholieke Universiteit Leuven, 2010
3642010
Candidate gene prioritization by network analysis of differential expression using machine learning approaches
D Nitsch, JP Gonçalves, F Ojeda, B De Moor, Y Moreau
BMC bioinformatics 11, 1-16, 2010
1452010
Combined mRNA microarray and proteomic analysis of eutopic endometrium of women with and without endometriosis
A Fassbender, N Verbeeck, D Börnigen, CM Kyama, A Bokor, ...
Human Reproduction 27 (7), 2020-2029, 2012
1072012
A kernel-based integration of genome-wide data for clinical decision support
A Daemen, O Gevaert, F Ojeda, A Debucquoy, JAK Suykens, C Sempoux, ...
Genome medicine 1, 1-17, 2009
1032009
Low rank updated LS-SVM classifiers for fast variable selection
F Ojeda, JAK Suykens, B De Moor
Neural Networks 21 (2-3), 437-449, 2008
822008
Prospective exploration of biochemical tissue composition via imaging mass spectrometry guided by principal component analysis
R Van de Plas, F Ojeda, M Dewil, L Van Den Bosch, B De Moor, ...
Biocomputing 2007, 458-469, 2007
762007
Proteomics analysis of plasma for early diagnosis of endometriosis
A Fassbender, E Waelkens, N Verbeeck, CM Kyama, A Bokor, ...
Obstetrics & Gynecology 119 (2 Part 1), 276-285, 2012
682012
Extracción de características usando transformada wavelet en la identificación de voces patológicas
F Ojeda, G Castellanos
Trabajo de Grado, Universidad Nacional de Colombia, Sede Manizales, 2003
102003
Polynomial componentwise LS-SVM: fast variable selection using low rank updates
F Ojeda, T Falck, B De Moor, JAK Suykens
The 2010 International Joint Conference on Neural Networks (IJCNN), 1-7, 2010
82010
Semi-supervised learning of sparse linear models in mass spectral imaging
F Ojeda, M Signoretto, R Van de Plas, E Waelkens, B De Moor, ...
Pattern Recognition in Bioinformatics: 5th IAPR International Conference …, 2010
82010
LS-SVMlab Toolbox User’s Guide
J Suykens, KD Brabanter, P Karsmakers, F Ojeda, C Alzate, JD Brabanter, ...
Technical report, Katholieke Universiteit Leuven, 2011
72011
Predicting receptor-ligand pairs through kernel learning
E Iacucci, F Ojeda, B De Moor, Y Moreau
BMC bioinformatics 12, 1-8, 2011
62011
Variable selection by rank-one updates for least squares support vector machines
F Ojeda, JAK Suykens, B De Moor
2007 International Joint Conference on Neural Networks, 2283-2288, 2007
52007
Kernel based methods for microarray and mass spectrometry data analysis
F Ojeda
PhD thesis, Faculty of Engineering, KU Leuven, Leuven, Belgium, 2011
42011
Kernel Based Methods for Microarray and Mass Spectrometry Data Analysis (Kernel gebaseerde methoden voor gegevensanalyse van microroosters en massaspectrometrie)
F Ojeda
2011
Biomarkers in plasma or serum: Pitfalls in data processing
A Fassbender, E Waelkens, C Kyama, A Bokor, A Vodolazakaia, ...
Reproductive Sciences 18 (3), 191, 2011
2011
Entropy based selection for spectral clustering
F Ojeda, C Alzate, B De Moor, JAK Suykens
KU Leuven Technical report, 2011
2011
Learning gene networks with sparse inducing estimators
F Ojeda, M Signoretto, J Suykens
Machine Learning in Systems Biology, 167, 2009
2009
Clinical Microarray Data Analysis
F Ojeda, F De Smet, T De Bie, JAK Suykens, BLR De Moor
Kernel Methods in Bioengineering, Signal and Image Processing, 64, 2006
2006
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Artikkelit 1–20