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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
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- ELIXIR Infrastructure (Consortium coordinator)
- ELIXIR Infrastructure for Data and Services to strengthen Life-Sciences Research in Flanders (Consortium coordinator)
Projects
41 - 50 of 50
- SymBioSys: from variome to phenome.From1 Nov 2010 → 31 Oct 2018Funding: BOF - Concerted Research Project from 1994
- Novel algorithms for DNA microarrays data analysis.From1 Oct 2009 → 30 Sep 2015Funding: BOF - Doctoral projects
- Data Driven MAthematical engineering tools for NETworks.From1 Oct 2009 → 30 Sep 2014Funding: BOF - Concerted Research Project from 1994
- High-throughput mutation analysis trough genomic data integration, genomic DNA capture and ultra high-throughput sequencing: towards the discovery of mutation networks.From8 Sep 2009 → 23 Dec 2016Funding: IWT personal funding - strategic basic research grants
- Gene-environment interactions in heart development (CHeartED).From1 Jan 2009 → 31 Dec 2012Funding: General Activities (Annex IV)
- Tissue-specific choice of 3'UTR-length.From1 Jan 2009 → 31 Dec 2014Funding: FWO research project
- Cosmopolitan Chicken research project.From1 Jan 2009 → 31 Dec 2010Funding: IWT / VLAIO - excluding impulse programmes
- Development of Computational Methods to Detect Copy Number Alterations in Human GenomesFrom27 Oct 2008 → 22 May 2013Funding: Own budget, for example: patrimony, inscription fees, gifts
- Development and Application of Machine Learning and Statistical Methods for Chemical Drug DiscoveryFrom1 Oct 2008 → 30 Sep 2014Funding: Own budget, for example: patrimony, inscription fees, gifts
- Elucidating causative genes and pathogenetic mechanisms in cancer: a systems biology approach.From1 Oct 2008 → 30 Sep 2014Funding: FWO fellowships
Publications
1 - 10 of 231
- MELLODDY: Cross-pharma Federated Learning at Unprecedented Scale Unlocks Benefits in QSAR without Compromising Proprietary Information(2024)
Authors: Martijn Oldenhof, Ádám Arany, Yves Moreau
- Smoothing unadjusted Langevin algorithms for nonsmooth composite potential functions(2024)
Authors: Susan Ghaderi, Panos Patrinos, Yves Moreau
Pages: 128 - 377 - Genome interpretation in a federated learning context allows the multi-center exome-based risk prediction of Crohn's disease patients(2023)
Authors: Daniele Raimondi, Nora Verplaetse, Yves Moreau
- Large sample size and nonlinear sparse models outline epistatic effects in inflammatory bowel disease(2023)
Authors: Nora Verplaetse, Antoine Passemiers, Yves Moreau, Daniele Raimondi
- Industry-scale orchestrated federated learning for drug discovery(2023)
Authors: Martijn Oldenhof, Ádám Arany, Yves Moreau
Pages: 15576 - 15584Number of pages: 9 - Nonlinear data fusion over Entity-Relation graphs for Drug-Target Interaction prediction(2023)
Authors: Yves Moreau, Daniele Raimondi
- Machine learning Modeling of Time-dependent Patient Trajectories(2023)
Authors: Edward De Brouwer, Yves Moreau
- Natural Lipid Extracts as an Artificial Membrane for Drug Permeability Assay: In Vitro and In Silico Characterization(2023)
Authors: Yves Moreau, Ádám Arany
- The Journey of Data Within a Global Data Sharing Initiative: A Federated 3-Layer Data Analysis Pipeline to Scale Up Multiple Sclerosis Research(2023)
Authors: Ashkan Pirmani, Yves Moreau
- Reply to Letter by Tellier et al. Scientific refutation of ESHG statement on embryo selection(2022)
Authors: Yves Moreau
Patents
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