< Back to previous page
Researcher
Johan Suykens
- Disciplines:Modelling, Applied mathematics in specific fields, Computer architecture and networks, Information sciences, Information systems, Programming languages, Scientific computing, Theoretical computer science, Visual computing, Other information and computing sciences, Control systems, robotics and automation, Design theories and methods, Mechatronics and robotics, Biological system engineering, Computer theory, Signal processing
Affiliations
- Dynamical Systems, Signal Processing and Data Analytics (STADIUS) (Division)
Member
From1 Aug 2020 → Today - ESAT - STADIUS, Stadius Centre for Dynamical Systems, Signal Processing and Data Analytics (Division)
Member
From1 Jan 2008 → 31 Jul 2020 - Faculty of Engineering Science (Faculty)
Member
From1 Oct 2000 → 30 Sep 2003 - Department of Electrical Engineering (ESAT) (Department)
Member
From1 Oct 1999 → 31 Dec 2007
Projects
1 - 10 of 36
- Designing full data science pipelines for clinical decision support systems (CDS)From9 Oct 2023 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Tensor models in kernel machines and deep learningFrom1 Oct 2023 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Tensor Tools for Taming the CurseFrom1 Jan 2023 → TodayFunding: BOF - iBOF
- Duality model-based approaches to clusteringFrom27 Sep 2021 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- IMPULS-AI-2021From1 Jan 2021 → 31 Dec 2023Funding: Department General Affairs and Finance
- AI-based Model FusionFrom5 Oct 2020 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Foundations of Trustworthy AI - Integrating Reasoning, Learning and OptimizationFrom1 Sep 2020 → TodayFunding: H2020-EU.2.3.-INDUSTRIAL LEADERSHIP - Innovation in SMEs
- End-user interpretability for complex machine learning modelsFrom11 Oct 2019 → 11 Oct 2023Funding: Own budget, for example: patrimony, inscription fees, gifts
- Constraining Model-Free Reinforcement Learning Algorithms with an Application to Autonomous DrivingFrom24 Sep 2019 → 24 Sep 2023Funding: Own budget, for example: patrimony, inscription fees, gifts
- Optimization Frameworks for Deep Kernel MachinesFrom9 Sep 2019 → 21 Dec 2023Funding: Own budget, for example: patrimony, inscription fees, gifts
Publications
321 - 330 of 408
- Coupled Simulated Annealing(2010)
Authors: Johan Suykens, Joos Vandewalle, Désiré Bollé
Pages: 320 - 335 - Multiway Spectral Clustering with Out-of-Sample Extensions through Weighted Kernel PCA(2010)
Authors: Carlos Alzate, Johan Suykens
Pages: 335 - 347 - Classification of Brain Tumors Based on Magnetic Resonance Spectroscopy (Classificatie van hersentumoren op basis van magnetische resonantie spectroscopie)(2010)
Authors: Jan Luts, Sabine Van Huffel, Johan Suykens
Number of pages: 256 - Additive survival least squares support vector machines(2010)
Authors: Vanya Van Belle, Kristiaan Pelckmans, Johan Suykens, Sabine Van Huffel
Pages: 296 - 308 - Metastable states and transient activity in ensembles of excitatory and inhibitory elements(2010)
Authors: Johan Suykens
Pages: 20006 - Nonparametric comparison of densities based on statistical bootstrap(2010)
Authors: Kris De Brabanter, Peter Karsmakers, Joseph De Brabanter, Johan Suykens, Bart De Moor
Pages: 179 - 190 - L2-norm multiple kernel learning and its application to biomedical data fusion(2010)
Authors: Shi Yu, Tillmann Falck, Anneleen Daemen, Léon-Charles Tranchevent, Johan Suykens, Bart De Moor, Yves Moreau
Pages: 1 - 24 - On the use of a clinical kernel in survival analysis(2010)
Authors: Vanya Van Belle, Kristiaan Pelckmans, Johan Suykens, Sabine Van Huffel
Pages: 451 - 456 - Error-related Potential recorded by EEG in the context of a P300 Mind Speller Brain-Computer Interface(2010)
Authors: Adrien Combaz, Nikolay Chumerin, Johan Suykens, Marc Van Hulle
Pages: 65 - 70 - Polynomial componentwise LS-SVM : fast variable selection using low rank updates(2010)
Authors: Tillmann Falck, Bart De Moor, Johan Suykens
Pages: 3291 - 3297