EEMCS-CS-DMB

Publicaties

2025

Dragon: Data-driven causal discovery for soils in the presence of latent and discrete variables (2025)Ecological informatics, 92. Article 103527. Chen, N., Wubs, E. R. J. & Bucur, D.https://doi.org/10.1016/j.ecoinf.2025.103527Trade-offs in Financial AI: Explainability in a Trilemma with Accuracy and Compliance (2025)[Working paper › Preprint]. ArXiv.org. Evite, P. M., Svetlova, E. & Bucur, D.Interactive Evolutionary Optimization of Visual Explainable AI through Gestalt Principles with Human Feedback (2025)In GECCO 2025 Companion - Proceedings of the 2025 Genetic and Evolutionary Computation Conference Companion (pp. 1935-1943). Association for Computing Machinery, Inc. Bucur, D., Miotto, S., Custode, L. L., Rambaldi Migliore, C. C. & Iacca, G.https://doi.org/10.1145/3712255.3734299gFlora: A Topology-aware Method to Discover Functional Co-response Groups in Soil Microbial Communities (2025)IEEE Transactions on Computational Biology and Bioinformatics, 1-12. Article 10964872 (E-pub ahead of print/First online). Chen, N., Schram, M. & Bucur, D.https://doi.org/10.1109/TCBBIO.2025.3560853

2024

gFlora: a topology-aware method to discover functional co-response groups in soil microbial communities (2024)[Working paper › Preprint]. ArXiv.org. Chen, N., Schram, M. & Bucur, D.Learning the mechanisms of network growth (2024)Scientific reports, 14(1). Article 11866. Touwen, L., Bucur, D., van der Hofstad, R., Garavaglia, A. & Litvak, N.https://doi.org/10.1038/s41598-024-61940-4Understanding Sparse Neural Networks from their Topology via Multipartite Graph Representations (2024)Transactions on Machine Learning Research, 2024. Cunegatti, E., Farina, M., Bucur, D. & Iacca, G.https://openreview.net/pdf?id=Egb0tUZnOYEleMi: A Robust Method to Infer Soil Ecological Networks with Better Community Structure (2024)In Complex Networks XV - Proceedings of the 15th Conference on Complex Networks, CompleNet 2024 (pp. 165-178) (Springer Proceedings in Complexity). Springer. Chen, N. & Bucur, D.https://doi.org/10.1007/978-3-031-57515-0_13Learning the mechanisms of network growth (2024)[Working paper › Preprint]. ArXiv.org. Touwen, L., Bucur, D., van der Hofstad, R., Garavaglia, A. & Litvak, N.https://doi.org/10.48550/arXiv.2404.00793

Onderzoeksprofielen

Vakken collegejaar 2026/2027

Vakken in het huidig collegejaar worden toegevoegd op het moment dat zij definitief zijn in het Osiris systeem. Daarom kan het zijn dat de lijst nog niet compleet is voor het gehele collegejaar.

Vakken collegejaar 2025/2026

Vakken collegejaar 2024/2025

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