Faculty of Computer Science

Univ.-Prof. Dipl.-Inform.Univ. Dr. Claudia Plant

Claudia Plant
Faculty of Computer Science
Vice Dean
Währinger Straße 29
1090 Wien
claudia.plant(at)univie.ac.at
u:cris portal

Courses

Publications

EEG-based classification in psychiatry using motif discovery. / Kraljevska, Melanija; Hlavackova-Schindler, Katerina; Miklautz, Lukas et al.
In: Neuroscience Informatics, Vol. 6, 2026, p. 100242.

Publications: Contribution to journal › Article › Peer Reviewed

doi.org/10.1016/j.neuri.2025.100242

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

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

Advancing Anomaly Detection: Non-Semantic Financial Data Encoding With Large Language Models. / Bakumenko, Alexander (Corresponding author); Hlavácková-Schindler, Katerina; Plant, Claudia et al.
In: IEEE Access, Vol. 13, 2025, p. 146757-146771.

Publications: Contribution to journal › Article › Peer Reviewed

doi.org/10.1109/ACCESS.2025.3600967

An Introductory Survey to Autoencoder-based Deep Clustering - Sandboxes for Combining Clustering with Deep Learning. / Leiber, Collin; Miklautz, Lukas; Plant, Claudia et al.
In: CoRR, Vol. abs/25, 2025.

Publications: Contribution to journal › Article › Peer Reviewed

Bootstrap Deep Spectral Clustering with Optimal Transport. / Guo, Wengang; Ye, Wei; Chen, Chunchun et al.
In: IEEE Transactions on Multimedia, 2025.

Publications: Contribution to journal › Article › Peer Reviewed

DMDHC: Discovery of Multi-Density Hierarchical Cluster Structures. / Durani, Walid; Mautz, Dominik; Plant, Claudia et al.
Proceedings of the 2025 SIAM International Conference on Data Mining (SDM). ed. / Vagelis Papalexakis; Matteo Riondato; Elena Zheleva; Tim Weninger; Wei Ding. Society for Industrial and Applied Mathematics, 2025. p. 261-269.

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

doi.org/10.1137/1.9781611978520.25

H-SPLID: HSIC-based Saliency Preserving Latent Information Decomposition. / Miklautz, Lukas; Shi, Chengzhi; Shkabrii, Andrii et al.
2025.

Publications: Other publication › Other

doi.org/10.48550/ARXIV.2510.20627
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Projects

Clustering of Smart-Meter Data

Velaj, Y. (Project Lead) & Plant, C. (Co-Lead)

1/01/24 → 31/12/26

Project: Research cooperation

Learning Synchronization Patterns in Neural Signal

Plant, C. (Project Lead) & Schindlerova, K. (Co-Lead)

1/10/21 → 30/09/24

Project: Research funding

Hybrid Computational Sciences

Grohs, P. (Project Lead), Scherzer, O. (Co-Lead), Plant, C. (Co-Lead), Dellago, C. (Co-Lead), Wöhrer, A. (Co-Lead), Kunisch, K. (Co-Lead), Ramlau, R. (Co-Lead) & von Haeseler, A. (Co-Lead)

16/08/21 → 31/12/21

Project: Research funding

Transparent and explainable models

Möller, T. (Project Lead), Plant, C. (Co-Lead) & Grohs, P. (Co-Lead)

1/10/20 → 30/09/24

Project: Research funding

Knowledge-infused Deep Learning for Natural Language Processing

Roth, B. (Project Lead) & Plant, C. (Co-Lead)

1/09/20 → 31/08/28

Project: Research funding

Talks

Application of Deep Clustering Algorithms

Leiber, C. (Speaker), Miklautz, L. (Speaker), Plant, C. (Speaker) & Böhm, C. (Speaker)

21 Oct 2023

Activity: Talks and presentations › Talk or oral contribution › Science to Science

Clustering Methods for Biomedical Applications

Plant, C. (Speaker)

4 Oct 2016

Activity: Talks and presentations › Talk or oral contribution › Other

Information-theoretic Clustering Methods for Neuroscience Applications

Plant, C. (Speaker)

2016

Activity: Talks and presentations › Talk or oral contribution › Other