Researcher
Ann Nowe
- Keywords:Electronics and electrical engineering, Computer science (incl. applied informatics)
- Disciplines:Machine learning and decision making, Adaptive agents and intelligent robotics, Data mining
Affiliations
- Artificial Intelligence (Research group)
Responsible
From1 Oct 2018 → Today - Informatics and Applied Informatics (Department)
Member
From8 Apr 2019 → Today - Electronics and Informatics (Department)
Member
From8 Apr 2019 → Today - Electronics and Informatics (Department)
Member
From1 May 2005 → 20 Oct 2022 - Informatics and Applied Informatics (Department)
Member
From1 Oct 1999 → 20 Oct 2022 - Informatics and Telecommunication (Department)
Member
From1 Oct 1999 → 30 Apr 2005 - Informatics and Telecommunication (Department)
Member
From1 Feb 1988 → 30 Sep 1999
Projects
1 - 10 of 56
- MultiSpin.AI : n-ary spintronics-based edge computing co-processor for artificial intelligenceFrom1 Feb 2024 → TodayFunding: HORIZON.3.1 - European Innovation Council (EIC)
- Meta-dynamic modelling of functional brain networks (MEMOBRAIN)From1 Jan 2024 → TodayFunding: FWO research project (including WEAVE projects)
- PEER : The hyPEr ExpeRt collaborative AI assistantFrom1 Oct 2023 → TodayFunding: HORIZON.3.3 - European Institute of Innovation and Technology (EIT)
- Joint R&D 2022: Predictive maintenance: bridging the gap between BMS & operations for more sustainable buildingsFrom1 Sep 2023 → TodayFunding: Brussels Capital Region
- CPC-FARI 2022: Coordination mechanisms for the sharing of energy through proxies, from the user to general guidelinesFrom1 Apr 2023 → TodayFunding: Brussels Capital Region
- CitCom.ai : European Artificial Intelligence and Robotics Testing and Experimentation Facility for Smart and Sustainable Cities and CommunitiesFrom1 Jan 2023 → TodayFunding: HORIZON.2.4 - Digital, Industry and Space
- sustAIn.brussels : Creating a lever for a future-proof and sustainable economy for Brussels enabled by AI and other emerging digital technologies.From1 Nov 2022 → TodayFunding: Other EU initiatives out of framework
- Fault detection and degradation trending using hybrid intelligence techniques and multi-source transfer learningFrom1 Nov 2022 → TodayFunding: FWO fellowships
- Fairness in Reinforcement Learning for Allocation Problems.From1 Nov 2022 → TodayFunding: FWO fellowships
- Flanders AI EDIH : Flanders Artificial Intelligence European Digital Innovation HubFrom1 Nov 2022 → TodayFunding: EU - out of framework - indefinite
Publications
21 - 30 of 253
- Fleet-based early fault detection of wind turbine gearboxes using physics-informed deep learning based on cyclic spectral coherence(2023)
Authors: Fabian Ramiro Perez Sanjines, Cédric Peeters, Timothy Verstraeten, Jérôme Antoni, Ann Nowe, Jan Helsen
- Wasserstein Auto-encoded MDPs(2023)Volume: 11
Authors: Florent Delgrange, Ann Nowe, Guillermo A. Pérez
Pages: 1-30Number of pages: 30 - A general purpose framework for fairness in job hiring(2023)
Authors: Sam Vanspringel, Ioana Alexandra Cimpean, Pieter Libin, Ann Nowe
Pages: 1-3 - Towards Fairness In Reinforcement Learning(2023)
Authors: Ioana Alexandra Cimpean, Pieter Libin, Youri Coppens, Catholijn M Jonker, Ann Nowe
Pages: 1-5 - Serverless technologies and artificial intelligence for edge service management(2023)
Authors: Priscilla Benedetti, Kris Steenhaut, Ann Nowe, Gianluca Reali
Number of pages: 183 - Bridging the knowledge gap in multigenic pathogenicity predictions(2023)
Authors: Alexandre Renaux, Tom Lenaerts, Ann Nowe
Number of pages: 274 - Guiding the exploration strategy of a reinforcement learning agent(2023)
Authors: Helene Plisnier, Ann Nowe
Number of pages: 146 - On Nash Equilibria in Normal-Form Games With Vectorial Payoffs(2022)
Authors: Willem Röpke, Diederik M. Roijers, Ann Nowe, Roxana Radulescu
- A deep boosted transfer learning method for wind turbine gearbox fault detection(2022)
Authors: Faras Jamil, Timothy Verstraeten, Ann Nowe, Cédric Peeters, Jan Helsen
Pages: 331-341 - Fast initialization of control parameters using supervised learning on data from similar assets(2022)Series: 2022 IEEE Conference on Control Technology and Applications, CCTA 2022
Authors: Jeroen Willems, Kerem Eryilmaz, Denis Steckelmacher, Bruno Depraetere, Rian Beck, Abdellatif Bey-Temsamani, Jan Helsen, Ann Nowe
Pages: 1214-1221Number of pages: 8