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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
31 - 40 of 50
- Privacy preserving data and knowledge fusion in personalized biomedicineFrom1 Oct 2017 → 30 Sep 2019Funding: BOF - Bilateral scientific cooperation
- Machine learning Modeling of Time-dependent Patient TrajectoriesFrom24 Aug 2017 → 23 Mar 2023Funding: FWO Strategic Basic Research Grant
- TAMALE: Tracer-bAsed MApping of Liver mEtabolismFrom1 Aug 2017 → 31 Jul 2019Funding: BOF - Bilateral scientific cooperation
- Iterative and multi-level methods for Bayesian multirelational factorization with features.From1 Jan 2016 → 31 Dec 2019Funding: FWO research project (including WEAVE projects)
- Data Integration in Drug-Target Interaction Prediction for Drug Discovery and Drug RepositioningFrom19 Oct 2015 → 1 Mar 2021Funding: Own budget, for example: patrimony, inscription fees, gifts
- Iterative and multi-level methods for Bayesian multirelational factorization with featuresFrom22 Sep 2015 → 25 May 2021Funding: Own budget, for example: patrimony, inscription fees, gifts
- Machine Learning for Genomic Data FusionFrom1 Oct 2012 → 29 Jun 2018Funding: Own budget, for example: patrimony, inscription fees, gifts
- PACBIO.From26 Apr 2012 → 1 Nov 2018Funding: Hercules - Large scale research infrastructure
- Network analysis of analysis of disease phenotypes and drug responsesFrom3 Oct 2011 → 7 Jan 2020Funding: IWT personal funding - strategic basic research grants
- A development framework for data analytics in genomicsFrom3 Oct 2011 → 3 Feb 2017Funding: IMEC (Interuniversity Micro-Electronic Centre)
Publications
1 - 10 of 231
- 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
- MELLODDY: Cross-pharma Federated Learning at Unprecedented Scale Unlocks Benefits in QSAR without Compromising Proprietary Information(2023)
Authors: Martijn Oldenhof, Ádám Arany, Yves Moreau
- 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
1 - 2 of 2