Uncertainty in Artificial Intelligence

An Actor-Critic Ensemble Aggregation Model for Time-Series Forecasting
Saadallah, A., Tavakol, M. & Morik, K., 2021, (Accepted/In press) IEEE International Conference on Data Engineering (ICDE).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
How to measure uncertainty in uncertainty sampling for active learning
Nguyen, V-L., Shaker, M. H. & Hüllermeier, E., 2021, (Accepted/In press) In: Machine Learning. XX, XX, 28 p.
Research output: Contribution to journal › Article › Academic › peer-review
Learning Gradient Boosted Multi-label Classification Rules
Rapp, M., Mencía, E. L., Fürnkranz, J., Nguyen, V-L. & Hüllermeier, E., 2021, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2020, Proceedings. Hutter, F., Kersting, K., Lijffijt, J. & Valera, I. (eds.). Springer, p. 124-140 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12459 LNAI).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

WESgraph database exports: Initial release
Quaeghebeur, E. (Creator) & Sanchez Perez-Moreno, S. (Creator), Zenodo, 9 Oct 2019
DOI: 10.5281/zenodo.3478346
Dataset

B.A.E.F. Francqui Fellow
Quaeghebeur, Erik (Recipient), 2009
Prize: Other › Fellowships & memberships › Scientific
BOF PhD Bursary
Quaeghebeur, Erik (Recipient), 2002
Prize: Other › Scholarships › Scientific
BOF Postdoc
Quaeghebeur, Erik (Recipient), 20 Aug 2010
Prize: Other › Scholarships › Scientific

11th International Symposium on Imprecise Probability: Theories and Applications, ISIPTA 2019 (Event)
Erik Quaeghebeur (Chair), Teddy Seidenfeld (Member) & Chiara Corsato (Member)
May 2019 → Jul 2019
Activity: Membership types › Membership of jury › Scientific
11th International Symposium on Imprecise Probability: Theories and Applications, ISIPTA 2019 (Event)
Fabio Gagliardi Cozman (Member), Jasper De Bock (Chair), Cassio de Campos (Member), Gert de Cooman (Member), Erik Quaeghebeur (Member), Teddy Seidenfeld (Member) & Gregory Wheeler (Member)
Jul 2018 → Jul 2019
Activity: Membership types › Membership of committee › Scientific
11th International Symposium on Imprecise Probability: Theories and Applications, ISIPTA 2019 (Event)
Jasper De Bock (Editorial board member), Cassio de Campos (Editorial board member), Gert de Cooman (Editorial board member), Erik Quaeghebeur (Editorial board member) & Gregory Wheeler (Editorial board member)
Jul 2018 → Jul 2019
Activity: Publication peer-review and editorial work types › Editorial activity › Scientific

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