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Researcher
Yves Moreau
- Disciplines: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, Modelling, 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 - Department of Electrical Engineering (ESAT) (Department)
Member
From1 Oct 2001 → 30 Sep 2004 - ESAT - STADIUS, Stadius Centre for Dynamical Systems, Signal Processing and Data Analytics (Division)
Member
From1 Oct 1999 → 31 Jul 2020
Infrastructure
1 - 2 of 2
- ELIXIR Infrastructure (Consortium coordinator)
- ELIXIR Infrastructure for Data and Services to strengthen Life-Sciences Research in Flanders (Consortium coordinator)
Projects
1 - 10 of 50
- Highly efficient non-Euclidean optimization and MCMC methods for deep matrix completionFrom1 Oct 2023 → TodayFunding: FWO junior postdoctoral fellowship
- Enhancer-AI: AI-driven modelling and design of cell type specific enhancers for gene therapyFrom1 Oct 2023 → TodayFunding: FWO Strategic Basic Research (SBO)
- Machine learning in federated analyticsFrom7 Jun 2023 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Data heterogeneity in federated and privacy-preserving analyticsFrom8 May 2023 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- ELIXIR Infrastructure for Data and Services to strengthen Life-Sciences Research in FlandersFrom1 Jan 2023 → TodayFunding: FWO International research infrastructure (IRI)
- SymBioSys: Computationally mapping genomic heterogeneity from long read sequencing dataFrom1 Oct 2022 → TodayFunding: BOF - projects
- A novel paradigm for Precision Medicine: sparse non-linear Neural Networks for end-to-end Genome InterpretationFrom1 Oct 2022 → TodayFunding: FWO senior postdoctoral fellowship
- Federated multi-task learning in ChemoinformaticsFrom2 Aug 2022 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Federated Artificial Intelligence In Big Data And Healthcare Using Real-World SettingFrom1 Dec 2021 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Multiomic Integration of cell-free DNA profiles to Advance Disease OutcomeFrom1 Oct 2021 → TodayFunding: FWO Strategic Basic Research (SBO)
Publications
161 - 170 of 231
- Predicting receptor-ligand pairs through kernel learning(2011)
Authors: Ernesto Iacucci, Bart De Moor, Yves Moreau
Pages: 1 - 8 - Optimized data fusion for K-means Laplacian Clustering(2011)
Authors: Xinhai Liu, Léon-Charles Tranchevent, Wolfgang Glänzel, Johan Suykens, Bart De Moor, Yves Moreau
Pages: 118 - 126 - Predicting receptor-ligand pairs through kernel learning(2011)
Authors: Ernesto Iacucci, Fabian Ojeda, Bart De Moor, Yves Moreau
Pages: 1 - 8 - Weighted Multiple Kernel Canonical Correlation(2011)
Authors: Yves Moreau
Pages: 173 - 190Number of pages: 18 - Computational approaches to elucidating transient protein-protein interactions, predicting receptor-ligand pairings(2011)
Authors: Ernesto Iacucci, Yves Moreau
Pages: 1 - 16 - Kernel-based Data Fusion for Machine Learning Methods and Applications in Bioinformatics and Text Mining Conclusion(2011)
Authors: Léon-Charles Tranchevent, Bart De Moor, Yves Moreau
Pages: 207 - 208Number of pages: 2 - Rayleigh Quotient-Type Problems in Machine Learning(2011)
Authors: Léon-Charles Tranchevent, Bart De Moor, Yves Moreau
Pages: 27 - 37Number of pages: 11 - L-n-norm Multiple Kernel Learning and Least Squares Support Vector Machines(2011)
Authors: Léon-Charles Tranchevent, Bart De Moor, Yves Moreau
Pages: 39 - 88Number of pages: 50 - Kernel-based data fusion for machine learning(2011)
Authors: Léon-Charles Tranchevent, Bart De Moor, Yves Moreau
Number of pages: 200 - Rayleigh Quotient-Type Problems in Machine Learning(2011)
Authors: Yves Moreau
Pages: 27 - 37Number of pages: 11
Patents
1 - 2 of 2