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Collaborations and top research areas from the last five years
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EU706: Confident data-driven Decision Support
Nowe, A. (Administrative Promotor)
1/01/26 → 31/12/29
Project: Fundamental
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FWOAL1186: The future of chromatographic method development (FuturoChrom): machine learning vs. humanbased modelling, or both?
Desmet, G. (Administrative Promotor) & Nowe, A. (CoI (Co-Promotor))
1/01/26 → 31/12/29
Project: Fundamental
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FWOSB208: From Theory to Practice: Foundations for Scalable and Human-Aligned Multi-Objective Reinforcement Learning
Azmani, H. (Mandate) & Nowe, A. (Administrative Promotor)
31/10/25 → 31/10/29
Project: Fundamental
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OZR4417: Reliable and Adaptive Learning Agents: Unifying Reinforcement Learning and Reactive Synthesis
Nowe, A. (Administrative Promotor) & Delgrange, F. (Mandate)
1/10/25 → 30/09/26
Project: Fundamental
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FWOSBO64: ANTICIPATE : Artificial Intelligence and Epidemic Modeling to Prepare Hospitals for the next Respiratory Pathogen with Pandemic Potential 138
Libin, P. (Administrative Promotor), De Geyter, D. (CoI (Co-Promotor)), De Vriendt, P. (CoI (Co-Promotor)), Nowe, A. (CoI (Co-Promotor)), Allard, S. (CoI (Co-Promotor)), De Cock, D. (CoI (Co-Promotor)) & Van Dooren, S. (CoI (Co-Promotor))
1/10/25 → 30/09/29
Project: Applied
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Benchmarking knowledge graph embedding models for the prediction of oligogenic combinations
Bosch, I., Gravel, B., Renaux, A., Nowé, A., Laan, M. & Lenaerts, T., 7 Jan 2026, In: Briefings in Bioinformatics. 27, 1, 13 p., bbaf712.Research output: Contribution to journal › Article › peer-review
Open Access -
Counterfactual User Guidance for Improving Transparent Hyperparameter Tuning
Manai, S., Bobek, S., Asadi, M., Nowe, A. & J. Nalepa, G., 24 Mar 2026, (Accepted/In press) Lecture Notes in Computer Science. Springer, p. 0Research output: Chapter in Book/Report/Conference proceeding › Conference paper
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Personalized Next-Basket Recommendation with Interpretable Cycle-Aware Purchase Modeling
Fazaeefar, F., Speziali, P., Bobek, S., J. Nalepa, G., Roijers, D. M., Nowe, A. & Asadi, M., 24 Mar 2026, (Accepted/In press) Lecture Notes in Computational Science. Springer, p. 0Research output: Chapter in Book/Report/Conference proceeding › Conference paper
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Symbolic–Geometric Task and Motion Planning for Heterogeneous Dual-Manipulator Systems
Raisi Hatmabadi, M., Liu, G., Omer, M., Firouzipouyaei, H., Nowe, A. & Vanderborght, B., 25 Mar 2026, Benelux Meeting on Systems and Control 2026. p. 173-173 1 p.Research output: Chapter in Book/Report/Conference proceeding › Conference paper
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A Framework for Flexibly Guiding Learning Agents
Elbarbari, M. A. H. M., Delgrange, F., Vervlimmeren, I., Efthymiadis, K., Vanderborght, B. & Nowe, A., Jul 2025, In: Neural Computing & Applications. 37, 19, p. 13101-13117 17 p., 1.Research output: Contribution to journal › Article › peer-review
Open AccessFile2 Citations (Scopus)195 Downloads (Pure)
Datasets
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BOCK: Biological networks and Oligogenic Combinations as a Knowledge graph
Renaux, A. (Creator), Lenaerts, T. (Creator) & Nowe, A. (Creator), Zenodo, 14 Dec 2022
Dataset
Prizes
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ALA best paper award
Roijers, D. (Recipient), Zintgraf, L. (Recipient), Libin, P. (Recipient) & Nowe, A. (Recipient), May 2018
Prize: National/international honour
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Best Demonstration Award
Steckelmacher, D. (Recipient), Plisnier, H. (Recipient) & Nowe, A. (Recipient), 8 Nov 2019
Prize: Prize (including medals and awards)
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Best Paper Award
Deproost, S. (Recipient), Steckelmacher, D. (Recipient) & Nowe, A. (Recipient), 20 Nov 2024
Prize: Prize (including medals and awards)
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Best paper award (Dutch Foundation of Neural networks 2021)
Liu, G. (Recipient), De Winter, J. (Recipient), Vanderborght, B. (Recipient), Nowe, A. (Recipient) & Steckelmacher, D. (Recipient), 2021
Prize: Prize (including medals and awards)
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Best regular paper award
Lenaerts, T. (Recipient), Abels, A. (Recipient), Nowe, A. (Recipient) & Trianni, V. (Recipient), 2020
Prize: Prize (including medals and awards)
Activities
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The World Conference on eXplainable Artificial Intelligence
Nowe, A. (Chair), Baier, H. (Chair), J. Nalepa, G. (Chair) & Asadi, M. (Chair)
1 Jul 2026 → 3 Jul 2026Activity: Participating in or organising an event › Participation in conference
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The World Conference on eXplainable Artificial Intelligence
Nowe, A. (Chair), Baier, H. (Chair), Asadi, M. (Chair) & J. Nalepa, G. (Chair)
9 Jul 2025 → 11 Jul 2025Activity: Participating in or organising an event › Participation in conference
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Future-Ready On-Demand Solutions with AI, Data, and Robotics
Nowe, A. (Participant) & Asadi, M. (Participant)
17 Feb 2025 → 18 Feb 2025Activity: Participating in or organising an event › Participation in workshop, seminar
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Europe’s Vision on Responsible AI: Research, Practice, Policy
Sacharidis, D. (Organiser), Schietgat, L. (Organiser), Mörch, C. (Organiser), Frénay, B. (Organiser), Garone, E. (Organiser), Nowe, A. (Organiser), Garone, A. (Organiser) & Asadi, M. (Organiser)
28 Apr 2025Activity: Participating in or organising an event › Participating in or organizing a public lecture/debate
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Interactive eXplainable AI - Theory and Practice
J. Nalepa, G. (Organiser), Atzmueller, M. (Organiser), Bach, K. (Organiser), Nowe, A. (Organiser) & Asadi, M. (Organiser)
19 Sept 2025Activity: Participating in or organising an event › Participation in workshop, seminar
Press/Media
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Kan je een computer leren fietsen?
Nowe, A., Coppens, Y. & Steckelmacher, D.
22/03/18
1 Media contribution
Press/Media: Public Engagement Activities
Thesis
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Federated learning in neuroimaging: pioneering predictive models for brain age estimation
Vargas Guerrero, A. J. ((PhD) Student), Nagels, G. (Promotor) & Nowe, A. (Promotor), Denissen, S. (Advisor), 2024Student thesis: Master's Thesis