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Found 78 publication records. Showing 78 according to the selection in the facets
| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Jan Luts, Geert Molenberghs, Geert Verbeke, Sabine Van Huffel, Johan A. K. Suykens |
A mixed effects least squares support vector machine model for classification of longitudinal data.  |
Computational Statistics & Data Analysis  |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Bogdan Mijovic, Katrien Vanderperren, Nikolay Novitskiy, Bart Vanrumste, Peter Stiers, Bea Van den Bergh, Lieven Lagae, Stefan Sunaert, Johan Wagemans, Sabine Van Huffel, Maarten De Vos |
The "why" and "how" of JointICA: Results from a visual detection task. |
NeuroImage |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Devy Widjaja, Carolina Varon, Alexander Dorado, Johan A. K. Suykens, Sabine Van Huffel |
Application of Kernel Principal Component Analysis for Single-Lead-ECG-Derived Respiration. |
IEEE Trans. Biomed. Engineering |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Geert J. Postma, Jan Luts, Albert J. Idema, Margarida Julià-Sapé, Àngel Moreno-Torres, Witek Gajewicz, Johan A. K. Suykens, Arend Heerschap, Sabine Van Huffel, Lutgarde M. C. Buydens |
On the relevance of automatically selected single-voxel MRS and multimodal MRI and MRSI features for brain tumour differentiation. |
Comp. in Bio. and Med. |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Vanya Van Belle, Kristiaan Pelckmans, Sabine Van Huffel, Johan A. K. Suykens |
Support vector methods for survival analysis: a comparison between ranking and regression approaches. |
Artificial Intelligence in Medicine |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Maarten De Vos, Lieven De Lathauwer, Sabine Van Huffel |
Spatially constrained ICA algorithm with an application in EEG processing. |
Signal Processing |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Carlos Sáez, Juan Miguel García-Gómez, Javier Vicente, Salvador Tortajada, Jan Luts, David Dupplaw, Sabine Van Huffel, Montserrat Robles |
A generic and extensible automatic classification framework applied to brain tumour diagnosis in HealthAgents. |
Knowledge Eng. Review |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Vanya Van Belle, Kristiaan Pelckmans, Sabine Van Huffel, Johan A. K. Suykens |
Improved performance on high-dimensional survival data by application of Survival-SVM. |
Bioinformatics |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Vanya Van Belle, Kristiaan Pelckmans, Johan A. K. Suykens, Sabine Van Huffel |
Learning Transformation Models for Ranking and Survival Analysis. |
Journal of Machine Learning Research |
2011 |
DBLP BibTeX RDF |
|
| 1 | Nikolay Novitskiy, J. R. Ramautar, Katrien Vanderperren, Maarten De Vos, M. Mennes, Bogdan Mijovic, Bart Vanrumste, Peter Stiers, Bea Van den Bergh, Lieven Lagae, Stefan Sunaert, Sabine Van Huffel, Johan Wagemans |
The BOLD correlates of the visual P1 and N1 in single-trial analysis of simultaneous EEG-fMRI recordings during a spatial detection task. |
NeuroImage |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Iveta Hnetynková, Martin Plesinger, Diana Maria Sima, Zdenek Strakos, Sabine Van Huffel |
The Total Least Squares Problem in AX ≈ B: A New Classification with the Relationship to the Classical Works. |
SIAM J. Matrix Analysis Applications |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Mariya Ishteva, Pierre-Antoine Absil, Sabine Van Huffel, Lieven De Lathauwer |
Best Low Multilinear Rank Approximation of Higher-Order Tensors, Based on the Riemannian Trust-Region Scheme. |
SIAM J. Matrix Analysis Applications |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Borbala Hunyadi, Maarten De Vos, Marco Signoretto, Johan A. K. Suykens, Wim Van Paesschen, Sabine Van Huffel |
Automatic Seizure Detection Incorporating Structural Information. |
ICANN |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | P. J. Cherian, W. Deburchgraeve, Vladimir Matic, Maarten De Vos, R. M. Swarte, J. H. Blok, P. Govaert, Sabine Van Huffel, G. H. Visser |
Improvement and Validation of an Automated Neonatal Seizure Detector. |
BIOSIGNALS |
2011 |
DBLP BibTeX RDF |
|
| 1 | Milica Milosevic, Steven Vandeput, Sabine Van Huffel, Katrien Jansen, Lieven Lagae |
Heart Rate Variability Analysis of Children with Refractory Epilepsy before and after the Vagus Nerve Stimulation. |
BIOSIGNALS |
2011 |
DBLP BibTeX RDF |
|
| 1 | M. I. Osorio Garcia, Diana Maria Sima, Sabine Van Huffel, F. U. Nielsen, Uwe Himmelreich |
Damping Factor Constraints and Metabolite Profile Selection Influence Magnetic Resonance Spectroscopy Data Quantification. |
BIOSIGNALS |
2011 |
DBLP BibTeX RDF |
|
| 1 | Joachim Taelman, Bogdan Mijovic, Sabine Van Huffel, Stéphanie Devuyst, Thierry Dutoit |
ECG Artifact Removal from Surface EMG Signals by Combining Empirical Mode Decomposition and Independent Component Analysis. |
BIOSIGNALS |
2011 |
DBLP BibTeX RDF |
|
| 1 | Maarten De Vos, Stéphanie Riès, Katrien Vanderperren, Bart Vanrumste, Francois-Xavier Alario, Sabine Van Huffel, Borís Burle |
Removal of Muscle Artifacts from EEG Recordings of Spoken Language Production. |
Neuroinformatics |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Maarten De Vos, Stéphanie Riès, Katrien Vanderperren, Bart Vanrumste, Francois-Xavier Alario, Sabine Van Huffel, Borís Burle |
Erratum to: Removal of Muscle Artifacts from EEG Recordings of Spoken Language Production. |
Neuroinformatics |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Kris Cuppens, Lieven Lagae, Berten Ceulemans, Sabine Van Huffel, Bart Vanrumste |
Automatic video detection of body movement during sleep based on optical flow in pediatric patients with epilepsy. |
Med. Biol. Engineering and Computing |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Vanya Van Belle, Kristiaan Pelckmans, Johan A. K. Suykens, Sabine Van Huffel |
On the use of a clinical kernel in survival analysis. |
ESANN |
2010 |
DBLP BibTeX RDF |
|
| 1 | Ben Van Calster, George Condous, Emma Kirk, Tom Bourne, Dirk Timmerman, Sabine Van Huffel |
An application of methods for the probabilistic three-class classification of pregnancies of unknown location. |
Artificial Intelligence in Medicine |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Horacio González-Vélez, Mariola Mier, Margarida Julià-Sapé, Theodoros N. Arvanitis, Juan Miguel García-Gómez, Montserrat Robles, Paul H. Lewis, Srinandan Dasmahapatra, David Dupplaw, Andrew Peet, Carles Arús, Bernardo Celda, Sabine Van Huffel, Magí Lluch i Ariet |
HealthAgents: distributed multi-agent brain tumor diagnosis and prognosis. |
Appl. Intell. |
2009 |
DBLP DOI BibTeX RDF |
Machine learning, Pattern recognition, Agents, Decision support systems, Computational intelligence, Medical informatics, Medical ontologies, Magnetic resonance |
| 1 | Katarzyna J. Blinowska, Gernot R. Müller-Putz, Vera Kaiser, Laura Astolfi, Katrien Vanderperren, Sabine Van Huffel, Louis Lemieux |
Multimodal Imaging of Human Brain Activity: Rational, Biophysical Aspects and Modes of Integration. |
Comp. Int. and Neurosc. |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Mariya Ishteva, Lieven De Lathauwer, Pierre-Antoine Absil, Sabine Van Huffel |
Differential-geometric Newton method for the best rank-(R1, R2, R3) approximation of tensors. |
Numerical Algorithms |
2009 |
DBLP DOI BibTeX RDF |
Higher-order tensor, Higher-order singular value decomposition, Rank-(R 1, R 2, R 3) reduction, Quotient manifold, Differential-geometric optimization, Newton’s method, Tucker compression, Multilinear algebra |
| 1 | Pierre-Antoine Absil, Mariya Ishteva, Lieven De Lathauwer, Sabine Van Huffel |
A Geometric Newton Method for Oja's Vector Field. |
Neural Computation |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Ben Van Calster, Olivier Gevaert, Caroline Van Holsbeke, Bart De Moor, Sabine Van Huffel, Dirk Timmerman |
Clinical decision support for ovarian tumor diagnosis using Bayesian models: Results from the IOTA study. |
Computational Intelligence and Bioengineering |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Jan Luts, Johan A. K. Suykens, Sabine Van Huffel, Teresa Laudadio, Sofie Van Cauter, Uwe Himmelreich, Enrique Molla, Jose Piquer, M. Carmen Martinez-Bisbal, Bernardo Celda |
Differentiation between brain metastases and glioblastoma multiforme based on MRI, MRS and MRSI. |
CBMS |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Vanya Van Belle, Kristiaan Pelckmans, Johan A. K. Suykens, Sabine Van Huffel |
MINLIP: Efficient Learning of Transformation Models. |
ICANN |
2009 |
DBLP DOI BibTeX RDF |
ranking models, Support vector machines, ordinal regression |
| 1 | Vanya Van Belle, Kristiaan Pelckmans, Johan A. K. Suykens, Sabine Van Huffel |
Feature Selection in Survival Least Squares Support Vector Machines with Maximal Variation Constraints. |
IWANN |
2009 |
DBLP DOI BibTeX RDF |
failure time data, ls-svm, feature selection |
| 1 | Ben Van Calster, Dirk Timmerman, Ian T. Nabney, Lil Valentin, Antonia C. Testa, Caroline Van Holsbeke, Ignace Vergote, Sabine Van Huffel |
Using Bayesian neural networks with ARD input selection to detect malignant ovarian masses prior to surgery. |
Neural Computing and Applications |
2008 |
DBLP DOI BibTeX RDF |
Ovarian tumour classification, Bayesian evidence framework, Netlab, Multi-layer perceptrons, Ultrasound, Automatic relevance determination |
| 1 | Ben Van Calster, Sabine Van Huffel, Dirk Timmerman, Emma Kirk, Tom Bourne, George Condous |
Towards a Clinical Decision Support System for Pregnancies of Unknown Location. |
CBMS |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Vanya Van Belle, Kristiaan Pelckmans, Johan A. K. Suykens, Sabine Van Huffel |
Survival SVM: a practical scalable algorithm. |
ESANN |
2008 |
DBLP BibTeX RDF |
|
| 1 | Ben Van Calster, Dirk Timmerman, Antonia C. Testa, Lil Valentin, Sabine Van Huffel |
Multi-class classification of ovarian tumors. |
ESANN |
2008 |
DBLP BibTeX RDF |
|
| 1 | Maarten De Vos, Lieven De Lathauwer, Sabine Van Huffel |
Algorithm for imposing SOBI-type constraints on the CP model. |
ISCAS |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Ben Van Calster, Vanya Van Belle, George Condous, Tom Bourne, Dirk Timmerman, Sabine Van Huffel |
Multi-class AUC metrics and weighted alternatives. |
IJCNN |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Diana Maria Sima, Sabine Van Huffel |
Level choice in truncated total least squares. |
Computational Statistics & Data Analysis |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Alexander Kukush, Ivan Markovsky, Sabine Van Huffel |
Estimation in a linear multivariate measurement error model with a change point in the data. |
Computational Statistics & Data Analysis |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Sabine Van Huffel, Chi-Lun Cheng, Nicola Mastronardi, Chris Paige, Alexander Kukush |
Total Least Squares and Errors-in-variables Modeling. |
Computational Statistics & Data Analysis |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Nicola Mastronardi, Gene H. Golub, Shivkumar Chandrasekaran, Marc Moonen, Paul Van Dooren, Sabine Van Huffel |
Numerical Linear Algebra in Signal Processing Applications. |
EURASIP J. Adv. Sig. Proc. |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Jan Luts, Arend Heerschap, Johan A. K. Suykens, Sabine Van Huffel |
A combined MRI and MRSI based multiclass system for brain tumour recognition using LS-SVMs with class probabilities and feature selection. |
Artificial Intelligence in Medicine |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Sabine Van Huffel, Ivan Markovsky, Richard J. Vaccaro, Torsten Söderström |
Total least squares and errors-in-variables modeling. |
Signal Processing |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Ivan Markovsky, Sabine Van Huffel |
Overview of total least-squares methods. |
Signal Processing |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Chuan Lu, Andy Devos, Johan A. K. Suykens, Carles Arús, Sabine Van Huffel |
Bagging Linear Sparse Bayesian Learning Models for Variable Selection in Cancer Diagnosis. |
IEEE Transactions on Information Technology in Biomedicine |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | B. De Neuter, Jan Luts, Leentje Vanhamme, Philippe Lemmerling, Sabine Van Huffel |
Java-based framework for processing and displaying short-echo-time magnetic resonance spectroscopy signals. |
Computer Methods and Programs in Biomedicine |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Maarten De Vos, Lieven De Lathauwer, Sabine Van Huffel |
Imposing Independence Constraints in the CP Model. |
ICA |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | M. S. Hane Aung, Paulo J. G. Lisboa, Terence A. Etchells, Antonia C. Testa, Ben Van Calster, Sabine Van Huffel, Lil Valentin, Dirk Timmerman |
Comparing Analytical Decision Support Models Through Boolean Rule Extraction: A Case Study of Ovarian Tumour Malignancy. |
ISNN |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Ben Van Calster, Jan Luts, Johan A. K. Suykens, George Condous, Tom Bourne, Dirk Timmerman, Sabine Van Huffel |
Comparing Methods for Multi-class Probabilities in Medical Decision Making Using LS-SVMs and Kernel Logistic Regression. |
ICANN |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Juan Miguel García-Gómez, Montserrat Robles, Sabine Van Huffel, Alfons Juan-Císcar |
Modelling of Magnetic Resonance Spectra Using Mixtures for Binned and Truncated Data. |
IbPRIA |
2007 |
DBLP DOI BibTeX RDF |
Binned data, 1H magnetic resonance spectroscopy (MRS), brain tumour, Expectation-Maximization, automatic classification |
| 1 | Juan Miguel García-Gómez, Salvador Tortajada, Javier Vicente, Carlos Sáez, Xavier Castells, Jan Luts, Margarida Julià-Sapé, Alfons Juan-Císcar, Sabine Van Huffel, Anna Barcelo, Joaquín Ariño, Carles Arús, Montserrat Robles |
Genomics and Metabolomics Research for Brain Tumour Diagnosis Based on Machine Learning. |
IWANN |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Ivan Markovsky, Maria Luisa Rastello, Amedeo Premoli, Alexander Kukush, Sabine Van Huffel |
The element-wise weighted total least-squares problem. |
Computational Statistics & Data Analysis |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Diana Maria Sima, Sabine Van Huffel |
A class of template splines. |
Computational Statistics & Data Analysis |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | M. Schuermans, Philippe Lemmerling, Lieven De Lathauwer, Sabine Van Huffel |
The use of total least squares data fitting in the shape-from-moments problem. |
Signal Processing |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Jean-Michel Papy, Lieven De Lathauwer, Sabine Van Huffel |
Common pole estimation in multi-channel exponential data modeling. |
Signal Processing |
2006 |
DBLP DOI BibTeX RDF |
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| 1 | Carles Arús, Bernardo Celda, Srinandan Dasmahapatra, David Dupplaw, Horacio González-Vélez, Sabine Van Huffel, Paul H. Lewis, Magí Lluch i Ariet, Mariola Mier, Andrew Peet, Montserrat Robles |
On the Design of a Web-Based Decision Support System for Brain Tumour Diagnosis Using Distributed Agents. |
IAT Workshops |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Kris Hermus, Werner Verhelst, Philippe Lemmerling, Patrick Wambacq, Sabine Van Huffel |
Perceptual audio modeling with exponentially damped sinusoids. |
Signal Processing |
2005 |
DBLP DOI BibTeX RDF |
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| 1 | Ivan Markovsky, Sabine Van Huffel, Rik Pintelon |
Block-Toeplitz/Hankel Structured Total Least Squares. |
SIAM J. Matrix Analysis Applications |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Ivan Markovsky, Sabine Van Huffel |
On Weighted Structured Total Least Squares. |
LSSC |
2005 |
DBLP DOI BibTeX RDF |
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| 1 | Alexander Kukush, Ivan Markovsky, Sabine Van Huffel |
Consistent estimation in an implicit quadratic measurement error model. |
Computational Statistics & Data Analysis |
2004 |
DBLP DOI BibTeX RDF |
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| 1 | Lukas Lukas, Andy Devos, Johan A. K. Suykens, Leentje Vanhamme, Franklyn A. Howe, Carles Majós, Àngel Moreno-Torres, M. Van Der Graaf, Anne Rosemary Tate, Carles Arús, Sabine Van Huffel |
Brain tumor classification based on long echo proton MRS signals. |
Artificial Intelligence in Medicine |
2004 |
DBLP DOI BibTeX RDF |
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| 1 | Chuan Lu, Tony Van Gestel, Johan A. K. Suykens, Sabine Van Huffel, Ignace Vergote, Dirk Timmerman |
Preoperative prediction of malignancy of ovarian tumors using least squares support vector machines. |
Artificial Intelligence in Medicine |
2003 |
DBLP DOI BibTeX RDF |
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| 1 | Geert Morren, Philippe Lemmerling, Sabine Van Huffel |
Decimative subspace-based parameter estimation techniques. |
Signal Processing |
2003 |
DBLP DOI BibTeX RDF |
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| 1 | Chuan Lu, Tony Van Gestel, Johan A. K. Suykens, Sabine Van Huffel, Dirk Timmerman, Ignace Vergote |
Classification of Ovarian Tumors Using Bayesian Least Squares Support Vector Machines. |
AIME |
2003 |
DBLP DOI BibTeX RDF |
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| 1 | Alexander Kukush, Ivan Markovsky, Sabine Van Huffel |
Consistent fundamental matrix estimation in a quadratic measurement error model arising in motion analysis. |
Computational Statistics & Data Analysis |
2002 |
DBLP DOI BibTeX RDF |
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| 1 | Giansalvo Cirrincione, Maurizio Cirrincione, Jeanny Hérault, Sabine Van Huffel |
The MCA EXIN neuron for the minor component analysis. |
IEEE Transactions on Neural Networks |
2002 |
DBLP DOI BibTeX RDF |
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| 1 | Lukas Lukas, Andy Devos, Johan A. K. Suykens, Leentje Vanhamme, Sabine Van Huffel, Anne Rosemary Tate, Carles Majós, Carles Arús |
The use of LS-SVM in the classification of brain tumors based on Magnetic Resonance Spectroscopy signals. |
ESANN |
2002 |
DBLP BibTeX RDF |
|
| 1 | Lieveke Ameye, Chuan Lu, Lukas Lukas, Jos De Brabanter, Johan A. K. Suykens, Sabine Van Huffel, Hans Daniels, Gunnar Naulaers, Hugo Devlieger |
Prediction of mental development of preterm newborns at birth time using LS-SVM. |
ESANN |
2002 |
DBLP BibTeX RDF |
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| 1 | Philippe Lemmerling, Leentje Vanhamme, Sabine Van Huffel, Bart De Moor |
IQML-like algorithms for solving structured total least squares problems: a unified view. |
Signal Processing |
2001 |
DBLP DOI BibTeX RDF |
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| 1 | Nicola Mastronardi, Paul Van Dooren, Sabine Van Huffel |
On the Stability of the Generalized Schur Algorithm. |
NAA |
2000 |
DBLP DOI BibTeX RDF |
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| 1 | Peter Antal, Herman Verrelst, Dirk Timmerman, Sabine Van Huffel, Bart De Moor, Ignace Vergote |
Bayesian Networks in Ovarian Cancer Diagnosis: Potentials and Limitations. |
CBMS |
2000 |
DBLP DOI BibTeX RDF |
|
| 1 | Giansalvo Cirrincione, Sabine Van Huffel, Maurizio Cirrincione |
The GeTLS EXIN Neuron for Linear Regression. |
IJCNN |
2000 |
DBLP DOI BibTeX RDF |
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| 1 | Hua Chen, Sabine Van Huffel, Ad van den Boom, Paul van den Bosch |
Subspace-based parameter estimation of exponentially damped sinusoids using prior knowledge of frequency and phase. |
Signal Processing |
1997 |
DBLP DOI BibTeX RDF |
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| 1 | Ioannis Dologlou, Sabine Van Huffel, Dirk van Ormondt |
Improved signal enhancement procedures applied to exponential data modeling. |
IEEE Transactions on Signal Processing |
1997 |
DBLP DOI BibTeX RDF |
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| 1 | Hua Chen, Sabine Van Huffel, Joos Vandewalle |
Improved methods for exponential parameter estimation in the presence of known poles and noise. |
IEEE Transactions on Signal Processing |
1997 |
DBLP DOI BibTeX RDF |
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| 1 | Philippe Lemmerling, Bart De Moor, Sabine Van Huffel |
On the equivalence of constrained total least squares and structured total least squares. |
IEEE Transactions on Signal Processing |
1996 |
DBLP DOI BibTeX RDF |
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| 1 | Sabine Van Huffel, Haesun Park, J. Ben Rosen |
Formulation and solution of structured total least norm problems for parameter estimation. |
IEEE Transactions on Signal Processing |
1996 |
DBLP DOI BibTeX RDF |
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| 1 | Sabine Van Huffel, Haesun Park |
Parallel Tri- and Bi-Diagonalization of Bordered Bidiagonal Matrices. |
Parallel Computing |
1994 |
DBLP DOI BibTeX RDF |
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| 1 | Sabine Van Huffel, Joos Vandewalle |
On the accuracy of total least squares and least squares techniques in the presence of errors on all data. |
Automatica |
1989 |
DBLP DOI BibTeX RDF |
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