Research output per year
Research output per year
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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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, p. 71–82 (CI '25).Research output: Chapter in Book/Report/Conference proceeding › 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, p. 1-27 27 p., 9.Research output: Contribution to journal › Article › peer-review
Open Access -
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. (ed.). International Joint Conferences on Artificial Intelligence Organization, p. 321-329 9 p. (IJCAI International Joint Conference on Artificial Intelligence).Research output: Chapter in Book/Report/Conference proceeding › Conference paper
Open Access1 Citation (Scopus) -
Dealing with Expert Bias in Collective Decision-Making
Abels, A., Lenaerts, T., Trianni, V. & Nowe, A., Jul 2023, In: Artificial Intelligence. 320, 22 p., 103921.Research output: Contribution to journal › Article › peer-review
8 Citations (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. p. 79-90 12 p. (Proceedings of Machine Learning Research).Research output: Chapter in Book/Report/Conference proceeding › Conference paper
Open Access1 Citation (Scopus)
Prizes
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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)
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Best Thesis Abstract Award
Abels, A. (Recipient), 9 Nov 2018
Prize: 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
Prize: Prize (including medals and awards)
Activities
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A New Approach to Handle Non-stationarity in Collective Decision-Making with Experts
Abels, A. (Speaker)
20 Oct 2022Activity: Talk or presentation › Talk or presentation at a conference
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Decisions Collectives
Abels, A. (Speaker)
26 Mar 2021Activity: Talk or presentation › Talk at a festival/exhibition
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How Expert Confidence Can Improve Collective Decision-Making in Contextual Multi-armed Bandit Problems
Abels, A. (Speaker)
30 Nov 2020Activity: Talk or presentation › Talk or presentation at a conference
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How Expert Confidence Can Improve Collective Decison-Making in Contextual Multi-armed Bandit Problems
Abels, A. (Speaker)
18 Jun 2020Activity: Talk or presentation › Talk or presentation at a workshop/seminar
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Collective Decision-Making as a Contextual Multi-Armed Bandit Problem
Abels, A. (Speaker)
30 Nov 2020Activity: Talk or presentation › Talk or presentation at a conference