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2024 ■
Avalos, R, Delgrange, F, Nowé, A, Pérez, GA & Roijers, DM 2024, The Wasserstein Believer: Learning Belief Updates for Partially Observable Environments through Reliable Latent Space Models. in The Twelfth International Conference on Learning Representations: ICLR 2024. OpenReview.net, The Twelfth International Conference on Learning Representations, Vienna, Austria, 7/05/24.
 
2023 ■
Versbraegen, N, Gravel, B, Nachtegael, C, Renaux, A, Verkinderen, E, Nowé, A, Lenaerts, T & Papadimitriou, S 2023, 'Faster and more accurate pathogenic combination predictions with VarCoPP2.0', BMC Bioinformatics, vol. 24, no. 1, 179. https://doi.org/10.1186/s12859-023-05291-3
Avalos, R, Delgrange, F, Nowé, A, Pérez, GA & Roijers, DM 2023, 'The Wasserstein Believer: Learning Belief Updates for Partially Observable Environments through Reliable Latent Space Models', Proc. of the Adaptive and Learning Agents Workshop (ALA 2023), pp. 1-21.
Ceusters, G, Camargo, LR, Franke, R, Nowé, A & Messagie, M 2023, 'Safe reinforcement learning for multi-energy management systems with known constraint functions', Energy and AI, vol. 12, 100227. https://doi.org/10.1016/j.egyai.2022.100227
 
2022 ■
Nunes Alegre, L, Felten, F, Talbi, E-G, Danoy, G, Nowé, A, Bazzan, A & C. da Silva, B 2022, MO-Gym: A Library of Multi-Objective Reinforcement Learning Environments. in Proceedings of the 34th Benelux Conference on Artificial Intelligence BNAIC/Benelearn 2022. BNAIC/BeNeLearn 2022, Lamot Mechelen, Belgium, 7/11/22.
 
2021 ■
Grau, I, Nowé, A & Vranken, W 2021, 'Interpreting a black box predictor to gain insights into early folding mechanisms', Computational and Structural Biotechnology Journal, vol. 19, pp. 4919-4930. https://doi.org/10.1016/j.csbj.2021.08.041
 
2020 ■
Abels, A, Lenaerts, T, Trianni, V & Nowé, A 2020, How Expert Confidence Can Improve Collective Decision-Making in Contextual Multi-Armed Bandit Problems. in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 12496 LNAI, Springer Science and Business Media Deutschland GmbH, pp. 125-138, International Conference on Computational Collective Intelligence, Da Nang, Viet Nam, 30/11/20. https://doi.org/10.1007/978-3-030-63007-2_10
Abels, A, Lenaerts, T, Trianni, V & Nowé, A 2020, Collective Decision-Making as a Contextual Multi-armed Bandit Problem. in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 12496 LNAI, Springer Science and Business Media Deutschland GmbH, pp. 113-124, International Conference on Computational Collective Intelligence, Da Nang, Viet Nam, 30/11/20. https://doi.org/10.1007/978-3-030-63007-2_9
 
2018 ■
Bello, M, Bello, R, Nowé, A & García-Lorenzo, MM 2018, A method for the team selection problem between two decision-makers using the ant colony optimization. in Studies in Fuzziness and Soft Computing: Soft Computing Applications for Group Decision-making and Consensus Modeling. vol. 357, Studies in Fuzziness and Soft Computing, vol. 357, Springer Verlag, pp. 391-410. https://doi.org/10.1007/978-3-319-60207-3_23
 
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Jamil, F, Verstraeten, T, Nowé, A, Peeters, C & Helsen, J 2022, 'A deep boosted transfer learning method for wind turbine gearbox fault detection', Renewable Energy, vol. 197, pp. 331-341. https://doi.org/10.1016/j.renene.2022.07.117
Dillen, A, Omidi, M, Ghaffari, F, Vanderborght, B, Roelands, B, Romain, O, Nowé, A & De Pauw, K 2024, 'A shared robot control system combining augmented reality and motor imagery brain-computer interfaces with eye tracking', Journal of Neural Engineering, vol. 21, no. 5, 056028. https://doi.org/10.1088/1741-2552/ad7f8d