Faculty of Computer Science

RNDr. CSc. Katerina Schindlerova, Privatdoz.

Katerina Schindlerova
Research Group Data Mining and Machine Learning
Währinger Straße 29
1090 Wien
Room : 3.43
T: +43-1-4277-79523
katerina.schindlerova(at)univie.ac.at
Personal homepage
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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

Cause or Trigger? From Philosophy to Causal Modeling. / Hlavackova-Schindler, Katerina; Wöß, Rainer; Pecorino, Vera et al.
arXiv, 2025.

Publications: Working paper

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

Identifying Causal Direction via Dense Functional Classes. / Hlavackova-Schindler, Katerina; Marsela, Suzana.
In: CoRR, Vol. 25, 2025.

Publications: Contribution to journal › Article › Peer Reviewed

doi.org/10.48550/arXiv.2509.00538

Minimum Description Length and Multi-Criteria Decision Analysis in Predictive Modeling. / Silhavy, Petr; Hlavácková-Schindler, Katerina; Silhavy, Radek.
In: IEEE Access, Vol. 13, 2025, p. 19388-19407.

Publications: Contribution to journal › Article › Peer Reviewed

doi.org/10.1109/ACCESS.2025.3532815

Motif Discovery Framework for Psychiatric EEG Data Classification. / Kraljevska, Melanija; Hlavackova-Schindler, Katerina; Miklautz, Lukas et al.
In: CoRR, Vol. abs/25, 2025.

Publications: Contribution to journal › Article › Peer Reviewed

Multiscale Granger dependencies in the precipitation network of the island of Sicily. / Pecorino, Vera; Pluchino, Alessandro; Rapisarda, Andrea et al.
In: Frontiers in Physics, Vol. 13, 2025.

Publications: Contribution to journal › Article › Peer Reviewed

doi.org/10.3389/fphy.2025.1536084

Advancing Anomaly Detection: Non-Semantic Financial Data Encoding with LLMs. / Bakumenko, Alexander; Hlavackova-Schindler, Katerina; Plant, Claudia et al.
arXiv, 2024.

Publications: Working paper › Preprint

AWT - Clustering Meteorological Time Series Using an Aggregated Wavelet Tree. / Pacher, Christina; Schicker, Irene; deWit, Rosmarie et al.
arXiv.org, 2022.

Publications: Working paper › Preprint

doi.org/10.48550/arXiv.2212.06642

Causal Discovery in Hawkes Processes by Minimum Description Length. / Jalaldoust, Amirkasra; Hlavácková-Schindler, Katerina; Plant, Claudia.
Thirty-Sixth AAAI Conference on Artificial Intelligence; Thirty-Fourth Conference on Innovative Applications of Artificial Intelligence; The Twelveth Symposium on Educational Advances in Artificial Intelligence. Palo Alto, California: AAAI Press, 2022. p. 6978-6987 (Proceedings of the ... National Conference on Artificial Intelligence; No. 6, Vol. 36).

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

doi.org/10.48550/arXiv.2206.06124
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Projects

Learning Synchronization Patterns in Neural Signal

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

1/10/21 → 30/09/24

Project: Research funding

Talks

Granger causality for ill-posed problems

Schindlerova, K. (Speaker)

23 May 2014

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

Info

News:

If you are interested in collaboration on causal inference (PhD, master or other), please contact me directly.

Hours:

by appointment;

If you are interested in collaboration on causal inference (PhD, master or other), please contact me directly.

Comment:

If you are interested in collaboration on causal inference (PhD, master or other), please contact me directly.