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
21 - 30 of 231
- Single-cell genome-wide concurrent haplotyping and copy-number profiling through genotyping-by-sequencing(2022)
Authors: Eftychia Dimitriadou, Sophie Debrock, Olga Tsuiko, Karen Peeraer, Yves Moreau, Thierry Voet, Masoud Zamani Esteki, Joris Vermeesch
- Expressive Graph Informer Networks(2022)
Authors: Ádám Arany, Edward De Brouwer, Yves Moreau
Pages: 198 - 212Number of pages: 15 - HPMPdb: A machine learning-ready database of protein molecular phenotypes associated to human missense variants(2022)
Authors: Daniele Raimondi, Joost Schymkowitz, Frederic Rousseau, Yves Moreau
Pages: 167 - 174 - Splitting chemical structure data sets for federated privacy-preserving machine learning(2021)
Authors: Jaak Simm, Yves Moreau
- Associations of Disease-Modifying Therapies With COVID-19 Severity in Multiple Sclerosis(2021)
Authors: Edward De Brouwer, Yves Moreau, Ashkan Pirmani
Pages: E1870 - E1885 - Self-labeling of Fully Mediating Representations by Graph Alignment(2021)
Authors: Martijn Oldenhof, Yves Moreau, Jaak Simm
Pages: 46 - 65 - In silico prediction of in vitro protein liquid-liquid phase separation experiments outcomes with multi-head neural attention(2021)
Authors: Daniele Raimondi, Gabriele Orlando, Emiel Michiels, Ludo Van Den Bosch, Yves Moreau, Frederic Rousseau, Joost Schymkowitz
Pages: 3473 - 3479 - Longitudinal machine learning modeling of MS patient trajectories improves predictions of disability progression(2021)
Authors: Edward De Brouwer, Yves Moreau
- A novel method for data fusion over entity-relation graphs and its application to protein-protein interaction prediction(2021)
Authors: Daniele Raimondi, Jaak Simm, Ádám Arany, Yves Moreau
Pages: 2275 - 2281 - Two‐level preconditioning for Ridge Regression(2021)
Authors: Joris Tavernier, Jaak Simm, Karl Meerbergen, Yves Moreau
Patents
1 - 2 of 2