Persoonlijk profiel
Flemish discipline codes in use since 2023
- Computational biomodelling and machine learning
Vingerafdruk
- 1 Soortgelijke profielen
Samenwerkingen en hoofdonderzoeksgebieden uit de afgelopen vijf jaar
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Artificial Delegates Resolve Fairness Issues in Perpetual Voting with Partial Turnout
Shah, A., Abels, A., Nowé, A. & Lenaerts, T., 2025, Proceedings of the ACM Collective Intelligence Conference. New York, NY, USA: Association for Computing Machinery, blz. 71–82 (CI '25).Onderzoeksoutput: Conference paper
Open Access -
Collective Intelligence in Decision-Making with Non-Stationary Experts
Abels, A., Trianni, V., Nowé, A. & Lenaerts, T., 2025, In: Journal of Artificial Intelligence Research. 83, blz. 1-27 27 blz., 9.Onderzoeksoutput: Article › peer review
Open AccessBestand -
Wisdom from Diversity: Bias Mitigation Through Hybrid Human-LLM Crowds
Abels, A. & Lenaerts, T., 16 aug. 2025, Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, IJCAI-25. Kwok, J. (uitgave). International Joint Conferences on Artificial Intelligence Organization, blz. 321-329 9 blz. (IJCAI International Joint Conference on Artificial Intelligence).Onderzoeksoutput: Conference paper
Open Access1 Citaat (Scopus) -
Dealing with Expert Bias in Collective Decision-Making
Abels, A., Lenaerts, T., Trianni, V. & Nowe, A., jul. 2023, In: Artificial Intelligence. 320, 22 blz., 103921.Onderzoeksoutput: Article › peer review
8 Citaten (Scopus) -
Expertise Trees Resolve Knowledge Limitations in Collective Decision-Making
Abels, A., Lenaerts, T., Trianni, V. & Nowe, A., jul. 2023, Proceedings of the 40th International Conference on Machine Learning. JMLR, Vol. 202. blz. 79-90 12 blz. (Proceedings of Machine Learning Research).Onderzoeksoutput: Conference paper
Open Access1 Citaat (Scopus)
Prijzen
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Best regular paper award
Lenaerts, T. (Recipient), Abels, A. (Recipient), Nowe, A. (Recipient) & Trianni, V. (Recipient), 2020
Prijs: Prize (including medals and awards)
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Best Thesis Abstract Award
Abels, A. (Recipient), 9 nov. 2018
Prijs: Prize (including medals and awards)
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BNVKI Best Thesis Abstract Award
Abels, A. (Recipient), Roijers, D. M. (Recipient) & Lenaerts, T. (Recipient), nov. 2018
Prijs: Prize (including medals and awards)
Activiteiten
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A New Approach to Handle Non-stationarity in Collective Decision-Making with Experts
Abels, A. (Speaker)
20 okt. 2022Activiteit: Talk or presentation at a conference
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ACM Collective Intelligence Conference
Abels, A. (Participant)
18 jun. 2020Activiteit: Participation in conference
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Collective Decision-Making as a Contextual Multi-Armed Bandit Problem
Abels, A. (Speaker)
18 jun. 2020Activiteit: Talk or presentation at a conference
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International Conference on Computational Collective Intelligence
Abels, A. (Participant)
30 nov. 2020 → 3 dec. 2020Activiteit: Participation in conference