Deep Synchronisation-based Clustering. / Bauer, Lena ; Ebrahim, Peter Emad Salah Farag; Weber, Pascal et al.
The 26th IEEE International Conference on Data Mining (ICDM 2026), 12- 15 November, 2026, in Shenyang, Liaoning, China. IEEE, 2026.

Publications: Contribution to book › Contribution to proceedings › Peer Reviewed

Understanding and improving hyperbolic deep reinforcement learning. / Klein, Timo (Corresponding author); Lang, Thomas ; Shkabrii, Andrii et al.
The 14th International Conference on Learning Representations (ICLR 2026), Rio de Janeiro, Brazil, 23-27 April, 2026. 2026. p. 92200-92235.

Publications: Contribution to book › Contribution to proceedings › Peer Reviewed

doi.org/arxiv.org/pdf/2512.14202

Ultrametric Cluster Hierarchies: I Want ‘em All! / Draganov, Andrew; Weber, Pascal; Jørgensen, Rasmus Halfdan et al.
2025. Paper presented at 39th Conference on Neural Information Processing Systems, San Diego, California, United States.

Publications: Contribution to conference › Paper › Peer Reviewed

Parameter Selection for DBSCAN: Insights from Persistent Homology. / Beer, Anna; Kuznetsova, Ekaterina; Plant, Claudia.
ECAI 2025 : 28th European Conference on Artificial Intelligence, 25-30 October 2025, Bologna, Italy – Including 14th Conference on Prestigious Applications of Intelligent Systems (PAIS 2025). ed. / Inês Lynce; Nello Murano; Mauro Vallati; Serena Villata; Federico Chesani; Michela Milano; Andrea Omicini; Mehdi Dastani. Vol. 413 IOS Press, 2025. p. 3250-3257 (Frontiers in Artificial Intelligence and Applications).

Publications: Contribution to book › Contribution to proceedings › Peer Reviewed

doi.org/10.3233/FAIA251192

Empowering marginalized communities through the digital transformation course. / Yüksel-Arslan, Pelin (Corresponding author); Plant, Claudia ; Kayali, Fares.
In: Frontiers in Education, Vol. 10, 1534104, 24.01.2025.

Publications: Contribution to journal › Review › Peer Reviewed

doi.org/10.3389/feduc.2025.1534104

Causal discovery among wind-related variables in a wind farm under extreme wind speed scenarios: Comparison of results using Granger causality and interactive k-means clustering. / Hlavackova-Schindler, Katerina ; Hoxhallari, Kejsi; Morales, Luis Caumel et al.
2025.

Publications: Other publication › Other

doi.org/10.5194/egusphere-egu24-6584

ADEdgeDrop: Adversarial Edge Dropping for Robust Graph Neural Networks. / Chen, Zhaoliang; Wu, Zhihao; Sadikaj, Ylli et al.
In: IEEE Transactions on Knowledge & Data Engineering, Vol. 37, No. 9, 2025, p. 4948-4961.

Publications: Contribution to journal › Article › Peer Reviewed

doi.org/10.1109/TKDE.2025.3586369

Projects

Clustering of Smart-Meter Data

Velaj, Yllka (Project Lead), Plant, Claudia (Co-Lead)

01/01/2024 31/12/2026

Active

Learning Synchronization Patterns in Neural Signal

Plant, Claudia (Project Lead), Schindlerova, Katerina (Co-Lead)

01/10/2021 30/09/2024

Finished

Hybrid Computational Sciences

Grohs, Philipp (Project Lead), Scherzer, Otmar (Co-Lead), Plant, Claudia (Co-Lead), Dellago, Christoph (Co-Lead), Wöhrer, Adelheid (Co-Lead), Kunisch, Karl (Co-Lead), Ramlau, Ronny (Co-Lead), von Haeseler, Arndt (Co-Lead)

16/08/2021 31/12/2021

Finished