Katerina Hlavácková-Schindler

29 papers A* 1A 1B 3Journal 15Unranked 8

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Advancing Anomaly Detection: Non-Semantic Financial Data Encoding With Large Language Models. IEEE Access Alexander Bakumenko, Katerina Hlavácková-Schindler, Claudia Plant, Nina C. Hubig
2025	J	`jnl`	Cause or Trigger? From Philosophy to Causal Modeling. CoRR Katerina Hlavácková-Schindler, Rainer Wöß, Vera Pecorino, Philip Schindler
2025	J	`jnl`	Identifying Causal Direction via Dense Functional Classes. CoRR Katerina Hlavácková-Schindler, Suzana Marsela
2025	J	`jnl`	Minimum Description Length and Multi-Criteria Decision Analysis in Predictive Modeling. IEEE Access Petr Silhavy, Katerina Hlavácková-Schindler, Radek Silhavy
2025	J	`jnl`	Motif Discovery Framework for Psychiatric EEG Data Classification. CoRR Melanija Kraljevska, Katerina Hlavácková-Schindler, Lukas Miklautz, Claudia Plant
2024	J	`jnl`	Advancing Anomaly Detection: Non-Semantic Financial Data Encoding with LLMs. CoRR Alexander Bakumenko, Katerina Hlavácková-Schindler, Claudia Plant, Nina C. Hubig
2024	J	`jnl`	Granger Causal Inference in Multivariate Hawkes Processes by Minimum Message Length. J. Mach. Learn. Res. Katerina Hlavácková-Schindler, Anna Melnykova, Irene Tubikanec
2023	J	`jnl`	Causal Inference for Heterogeneous Data and Information Theory. Entropy Katerina Hlavácková-Schindler
2023	J	`jnl`	Granger Causal Inference in Multivariate Hawkes Processes by Minimum Message Length. CoRR Katerina Hlavácková-Schindler, Anna Melnykova, Irene Tubikanec
2022	B	`conf`	AWT - Clustering Meteorological Time Series Using an Aggregated Wavelet Tree. DSAA Christina Pacher, Irene Schicker, Rosmarie deWit, Katerina Hlavácková-Schindler, Claudia Plant
2022	J	`jnl`	AWT - Clustering Meteorological Time Series Using an Aggregated Wavelet Tree. CoRR Christina Pacher, Irene Schicker, Rosmarie deWit, Katerina Hlavácková-Schindler, Claudia Plant
2022	A*	`conf`	Causal Discovery in Hawkes Processes by Minimum Description Length. AAAI Amirkasra Jalaldoust, Katerina Hlavácková-Schindler, Claudia Plant
2022	J	`jnl`	Causal Discovery in Hawkes Processes by Minimum Description Length. CoRR Amirkasra Jalaldoust, Katerina Hlavácková-Schindler, Claudia Plant
2022	B	`conf`	Interpretable Gait Recognition by Granger Causality. ICPR Michal Balazia, Katerina Hlavácková-Schindler, Petr Sojka, Claudia Plant
2022	J	`jnl`	Interpretable Gait Recognition by Granger Causality. CoRR Michal Balazia, Katerina Hlavácková-Schindler, Petr Sojka, Claudia Plant
2020	A	`conf`	Graphical Granger Causality by Information-Theoretic Criteria. ECAI Katerina Hlavácková-Schindler, Claudia Plant
2020	J	`jnl`	Heterogeneous Graphical Granger Causality by Minimum Message Length. Entropy Katerina Hlavácková-Schindler, Claudia Plant
2020	—	`conf`	Poisson Graphical Granger Causality by Minimum Message Length. ECML/PKDD (1) Katerina Hlavácková-Schindler, Claudia Plant
2020	J	`jnl`	The Data Mining Group at University of Vienna. Datenbank-Spektrum Muzaffer Can Altinigneli, Lena Greta Marie Bauer, Sahar Behzadi, Robert Fritze, Katerina Hlavácková-Schindler, Maximilian Leodolter, Lukas Miklautz, Martin Perdacher, Ylli Sadikaj, Benjamin Schelling, Claudia Plant
2019	—	`conf`	Granger Causality for Heterogeneous Processes. PAKDD (3) Sahar Behzadi, Katerina Hlavácková-Schindler, Claudia Plant
2017	—	`conf`	Dependency Anomaly Detection for Heterogeneous Time Series: A Granger-Lasso Approach. ICDM Workshops Sahar Behzadi, Katerina Hlavácková-Schindler, Claudia Plant
2015	—	`ch.`	Lasso Granger Causal Models: Some Strategies and Their Efficiency for Gene Expression Regulatory Networks. Decision Making Katerina Hlavácková-Schindler, Sergiy Pereverzyev Jr.
2013	—	`conf`	Graphical Lasso Granger Method with 2-Levels-Thresholding for Recovering Causality Networks. System Modelling and Optimization Sergiy Pereverzyev Jr., Katerina Hlavácková-Schindler
2008	—	`conf`	Tikhonov Regularization Parameter in Reproducing Kernel Hilbert Spaces with Respect to the Sensitivity of the Solution. ICANN (1) Katerina Hlavácková-Schindler
2007	B	`conf`	Computational Intelligence approaches to causality detection. ESANN Katerina Hlavácková-Schindler, Pablo F. Verdes
2007	—	`conf`	Mutual Information Estimation in Higher Dimensions: A Speed-Up of a ICANNGA (1) Martin Vejmelka, Katerina Hlavácková-Schindler
2001	—	`conf`	Fitting of a closed planar curve representing a profile of an archaeological fragment. Virtual Reality, Archeology, and Cultural Heritage Katerina Hlavácková-Schindler, Martin Kampel, Robert Sablatnig
2000	J	`jnl`	An Incremental Algorithm for Parallel Training of the Size and the Weights in a Feedforward Neural Network. Neural Process. Lett. Katerina Hlavácková-Schindler, Manfred M. Fischer
1999	—	`conf`	Some Comparisons Between Linear Approximation and Approximation by Neural Networks. ICANNGA Marcello Sanguineti, Katerina Hlavácková-Schindler