Fakultät für Informatik

RNDr. CSc. Katerina Schindlerova, Privatdoz.

Katerina Schindlerova
Forschungsgruppe Data Mining and Machine Learning
Währinger Straße 29
1090 Wien
Raum : 3.43
T: +43-1-4277-79523
katerina.schindlerova(at)univie.ac.at
Persönliche Homepage
u:cris-Portal

Lehrveranstaltungen

Publikationen

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

Veröffentlichungen: Beitrag in Fachzeitschrift › Artikel › 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.

Veröffentlichungen: Working Paper

Advancing Anomaly Detection: Non-Semantic Financial Data Encoding With Large Language Models. / Bakumenko, Alexander (Korresp. Autor*in); Hlavácková-Schindler, Katerina; Plant, Claudia et al.
in: IEEE Access, Band 13, 2025, S. 146757-146771.

Veröffentlichungen: Beitrag in Fachzeitschrift › Artikel › Peer Reviewed

doi.org/10.1109/ACCESS.2025.3600967

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

Veröffentlichungen: Beitrag in Fachzeitschrift › Artikel › 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, Band 13, 2025, S. 19388-19407.

Veröffentlichungen: Beitrag in Fachzeitschrift › Artikel › 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, Band abs/25, 2025.

Veröffentlichungen: Beitrag in Fachzeitschrift › Artikel › 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, Band 13, 2025.

Veröffentlichungen: Beitrag in Fachzeitschrift › Artikel › 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.

Veröffentlichungen: Working Paper › Preprint

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

Veröffentlichungen: 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. S. 6978-6987 (Proceedings of the ... National Conference on Artificial Intelligence; Nr. 6, Band 36).

Veröffentlichungen: Beitrag in Buch › Beitrag in Konferenzband › Peer Reviewed

doi.org/10.48550/arXiv.2206.06124
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Projekte

Lernen von Synchronisationsmustern in neuronalen Signalen

Plant, C. (Projektleiter*in) & Schindlerova, K. (Co-Projektleiter*in)

1/10/21 → 30/09/24

Projekt: Forschungsförderung

Vorträge

Granger causality for ill-posed problems

Schindlerova, K. (Vortragende*r)

23 Mai 2014

Aktivität: Vorträge › Vortrag › Andere

Info

Neuigkeiten:

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

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

Kommentar:

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