Incorporating structural information from the multichannel EEG improves patient-specific seizure detection
Hunyadi, Borbála, Signoretto, Marco, Van Paesschen, Wim, Suykens, Johan A.K, Van Huffel, Sabine, De Vos, Maarten
Published in Clinical neurophysiology (01.12.2012)
Published in Clinical neurophysiology (01.12.2012)
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Journal Article
Enhancing dynamic soft sensors based on DPLS: A temporal smoothness regularization approach
Shang, Chao, Huang, Xiaolin, Suykens, Johan A.K., Huang, Dexian
Published in Journal of process control (01.04.2015)
Published in Journal of process control (01.04.2015)
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Journal Article
Analysis of regularized least-squares in reproducing kernel Kreĭn spaces
Liu, Fanghui, Shi, Lei, Huang, Xiaolin, Yang, Jie, Suykens, Johan A. K.
Published in Machine learning (01.06.2021)
Published in Machine learning (01.06.2021)
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Journal Article
Efficient evolutionary spectral clustering
Langone, Rocco, Van Barel, Marc, Suykens, Johan A.K.
Published in Pattern recognition letters (01.12.2016)
Published in Pattern recognition letters (01.12.2016)
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Journal Article
Benchmarking Least Squares Support Vector Machine Classifiers
van Gestel, Tony, Suykens, Johan A.K., Baesens, Bart, Viaene, Stijn, Vanthienen, Jan, Dedene, Guido, de Moor, Bart, Vandewalle, Joos
Published in Machine learning (01.01.2004)
Published in Machine learning (01.01.2004)
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Journal Article
Kernel Spectral Clustering for Big Data Networks
Mall, Raghvendra, Langone, Rocco, Suykens, Johan
Published in Entropy (Basel, Switzerland) (01.05.2013)
Published in Entropy (Basel, Switzerland) (01.05.2013)
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Journal Article
Identification of MIMO Hammerstein models using least squares support vector machines
Goethals, Ivan, Pelckmans, Kristiaan, Suykens, Johan A.K., De Moor, Bart
Published in Automatica (Oxford) (01.07.2005)
Published in Automatica (Oxford) (01.07.2005)
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Journal Article
Primal and dual model representations in kernel-based learning
Suykens, Johan A.K., Alzate, Carlos, Pelckmans, Kristiaan
Published in Statistics surveys (01.01.2010)
Published in Statistics surveys (01.01.2010)
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Journal Article
Robustness of reweighted Least Squares Kernel Based Regression
Debruyne, Michiel, Christmann, Andreas, Hubert, Mia, Suykens, Johan A.K.
Published in Journal of multivariate analysis (01.02.2010)
Published in Journal of multivariate analysis (01.02.2010)
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Journal Article
Conference Proceeding
On the relevance of automatically selected single-voxel MRS and multimodal MRI and MRSI features for brain tumour differentiation
Postma, Geert J, Luts, Jan, Idema, Albert J, Julià-Sapé, Margarida, Moreno-Torres, Ángel, Gajewicz, Witek, Suykens, Johan A.K, Heerschap, Arend, Van Huffel, Sabine, Buydens, Lutgarde M.C
Published in Computers in biology and medicine (01.02.2011)
Published in Computers in biology and medicine (01.02.2011)
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Journal Article