Sabine Van Huffel

2008
39	EE	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: 581-583
38	EE	Ben Van Calster, Dirk Timmerman, Antonia C. Testa, Lil Valentin, Sabine Van Huffel: Multi-class classification of ovarian tumors. ESANN 2008: 65-70
37	EE	Vanya Van Belle, Kristiaan Pelckmans, Johan A. K. Suykens, Sabine Van Huffel: Survival SVM: a practical scalable algorithm. ESANN 2008: 89-94
36	EE	Ben Van Calster, Vanya Van Belle, George Condous, Tom Bourne, Dirk Timmerman, Sabine Van Huffel: Multi-class AUC metrics and weighted alternatives. IJCNN 2008: 1390-1396
35	EE	Maarten De Vos, Lieven De Lathauwer, Sabine Van Huffel: Algorithm for imposing SOBI-type constraints on the CP model. ISCAS 2008: 1344-1347
34	EE	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 17(5-6): 489-500 (2008)
2007
33	EE	Maarten De Vos, Lieven De Lathauwer, Sabine Van Huffel: Imposing Independence Constraints in the CP Model. ICA 2007: 33-40
32	EE	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 (2) 2007: 139-148
31	EE	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 (2) 2007: 1177-1186
30	EE	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: 1012-1019
29	EE	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 (2) 2007: 266-273
28	EE	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 40(2): 87-102 (2007)
27	EE	Sabine Van Huffel, Chi-Lun Cheng, Nicola Mastronardi, Chris Paige, Alexander Kukush: Total Least Squares and Errors-in-variables Modeling. Computational Statistics & Data Analysis 52(2): 1076-1079 (2007)
26	EE	Diana M. Sima, Sabine Van Huffel: Level choice in truncated total least squares. Computational Statistics & Data Analysis 52(2): 1103-1118 (2007)
25	EE	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 52(2): 1167-1182 (2007)
24	EE	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 85(2): 129-137 (2007)
23	EE	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 11(3): 338-347 (2007)
22	EE	Sabine Van Huffel, Ivan Markovsky, Richard J. Vaccaro, Torsten Söderström: Total least squares and errors-in-variables modeling. Signal Processing 87(10): 2281-2282 (2007)
21	EE	Ivan Markovsky, Sabine Van Huffel: Overview of total least-squares methods. Signal Processing 87(10): 2283-2302 (2007)
2006
20	EE	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: 208-211
19	EE	Ivan Markovsky, Maria Luisa Rastello, Amedeo Premoli, Alexander Kukush, Sabine Van Huffel: The element-wise weighted total least-squares problem. Computational Statistics & Data Analysis 50(1): 181-209 (2006)
18	EE	Diana M. Sima, Sabine Van Huffel: A class of template splines. Computational Statistics & Data Analysis 50(12): 3486-3499 (2006)
17	EE	Jean-Michel Papy, Lieven De Lathauwer, Sabine Van Huffel: Common pole estimation in multi-channel exponential data modeling. Signal Processing 86(4): 846-858 (2006)
16	EE	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 86(5): 1109-1115 (2006)
2005
15	EE	Ivan Markovsky, Sabine Van Huffel: On Weighted Structured Total Least Squares. LSSC 2005: 695-702
14	EE	Kris Hermus, Werner Verhelst, Philippe Lemmerling, Patrick Wambacq, Sabine Van Huffel: Perceptual audio modeling with exponentially damped sinusoids. Signal Processing 85(1): 163-176 (2005)
2004
13	EE	Lukas Lukas, Andy Devos, Johan A. K. Suykens, Leentje Vanhamme, F. A. Howe, Carles Majós, A. 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 31(1): 73-89 (2004)
12	EE	Alexander Kukush, Ivan Markovsky, Sabine Van Huffel: Consistent estimation in an implicit quadratic measurement error model. Computational Statistics & Data Analysis 47(1): 123-147 (2004)
2003
11	EE	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: 219-228
10	EE	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 28(3): 281-306 (2003)
9	EE	Geert Morren, Philippe Lemmerling, Sabine Van Huffel: Decimative subspace-based parameter estimation techniques. Signal Processing 83(5): 1025-1033 (2003)
2002
8		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: 131-136
7		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: 167-172
6	EE	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 41(1): 3-18 (2002)
2001
5	EE	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 81(9): 1935-1945 (2001)
2000
4	EE	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: 103-108
3	EE	Giansalvo Cirrincione, Sabine Van Huffel, Maurizio Cirrincione: The GeTLS EXIN Neuron for Linear Regression. IJCNN (6) 2000: 285-289
2	EE	Nicola Mastronardi, Paul Van Dooren, Sabine Van Huffel: On the Stability of the Generalized Schur Algorithm. NAA 2000: 560-567
1994
1		Sabine Van Huffel, Haesun Park: Parallel Tri- and Bi-Diagonalization of Bordered Bidiagonal Matrices. Parallel Computing 20(8): 1107-1128 (1994)

Coauthor Index

1	Lieveke Ameye	[7]
2	Peter Antal	[4]
3	Magí Lluch i Ariet	[20]
4	Joaquín Ariño	[30]
5	Carles Arús	[8] [13] [20] [23] [30]
6	M. S. Hane Aung	[31]
7	Anna Barcelo	[30]
8	Vanya Van Belle	[36] [37]
9	Tom Bourne	[32] [36] [39]
10	Jos De Brabanter	[7]
11	Ben Van Calster	[31] [32] [34] [36] [38] [39]
12	Xavier Castells	[30]
13	Bernardo Celda	[20]
14	Chi-Lun Cheng	[27]
15	Giansalvo Cirrincione	[3]
16	Maurizio Cirrincione	[3]
17	George Condous	[32] [36] [39]
18	Hans Daniels	[7]
19	Srinandan Dasmahapatra	[20]
20	Hugo Devlieger	[7]
21	Andy Devos	[8] [13] [23]
22	Paul Van Dooren	[2]
23	David Dupplaw	[20]
24	Terence A. Etchells	[31]
25	Juan Miguel García-Gómez	[29] [30]
26	Tony Van Gestel	[10] [11]
27	Horacio González-Vélez	[20]
28	M. Van Der Graaf	[13]
29	Arend Heerschap	[28]
30	Kris Hermus	[14]
31	Caroline Van Holsbeke	[34]
32	F. A. Howe	[13]
33	Alfons Juan-Císcar	[29] [30]
34	Margarida Julià-Sapé	[30]
35	Emma Kirk	[39]
36	Alexander Kukush	[6] [12] [19] [25] [27]
37	Lieven De Lathauwer	[16] [17] [33] [35]
38	Philippe Lemmerling	[5] [9] [14] [16] [24]
39	Paul H. Lewis	[20]
40	Paulo J. G. Lisboa	[31]
41	Chuan Lu	[7] [10] [11] [23]
42	Lukas Lukas	[7] [8] [13]
43	Jan Luts	[24] [28] [30] [32]
44	Carles Majós	[8] [13]
45	Ivan Markovsky	[6] [12] [15] [19] [21] [22] [25]
46	Nicola Mastronardi	[2] [27]
47	Mariola Mier	[20]
48	Bart De Moor	[4] [5]
49	A. Moreno-Torres	[13]
50	Geert Morren	[9]
51	Ian T. Nabney	[34]
52	Gunnar Naulaers	[7]
53	B. De Neuter	[24]
54	Chris Paige	[27]
55	Jean-Michel Papy	[17]
56	Haesun Park	[1]
57	Andrew Peet	[20]
58	Kristiaan Pelckmans	[37]
59	Amedeo Premoli	[19]
60	Maria Luisa Rastello	[19]
61	Montserrat Robles	[20] [29] [30]
62	Carlos Sáez	[30]
63	M. Schuermans	[16]
64	Diana M. Sima	[18] [26]
65	Torsten Söderström	[22]
66	Johan A. K. Suykens	[7] [8] [10] [11] [13] [23] [28] [32] [37]
67	Anne Rosemary Tate	[8] [13]
68	Antonia C. Testa	[31] [34] [38]
69	Dirk Timmerman	[4] [10] [11] [31] [32] [34] [36] [38] [39]
70	Salvador Tortajada	[30]
71	Richard J. Vaccaro	[22]
72	Lil Valentin	[31] [34] [38]
73	Leentje Vanhamme	[5] [8] [13] [24]
74	Ignace Vergote	[4] [10] [11] [34]
75	Werner Verhelst	[14]
76	Herman Verrelst	[4]
77	Javier Vicente	[30]
78	Maarten De Vos	[33] [35]
79	Patrick Wambacq	[14]

Colors in the list of coauthors