Katerina Hlavácková-Schindler

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 15

Top Topics

Multivariate Time Series

Granger Causality

Minimum Message Length

Top Venues

Datenbank-Spektrum

Publications

Alexander Bakumenko, Katerina Hlavácková-Schindler, Claudia Plant, Nina C. Hubig
Advancing Anomaly Detection: Non-Semantic Financial Data Encoding with LLMs. CoRR (2024)
Katerina Hlavácková-Schindler
Causal Inference for Heterogeneous Data and Information Theory. Entropy 25 (6) (2023)
Katerina Hlavácková-Schindler, Anna Melnykova, Irene Tubikanec
Granger Causal Inference in Multivariate Hawkes Processes by Minimum Message Length. CoRR (2023)
Christina Pacher, Irene Schicker, Rosmarie deWit, Katerina Hlavácková-Schindler, Claudia Plant
AWT - Clustering Meteorological Time Series Using an Aggregated Wavelet Tree. CoRR (2022)
Michal Balazia, Katerina Hlavácková-Schindler, Petr Sojka, Claudia Plant
Interpretable Gait Recognition by Granger Causality. ICPR (2022)
Amirkasra Jalaldoust, Katerina Hlavácková-Schindler, Claudia Plant
Causal Discovery in Hawkes Processes by Minimum Description Length. CoRR (2022)
Amirkasra Jalaldoust, Katerina Hlavácková-Schindler, Claudia Plant
Causal Discovery in Hawkes Processes by Minimum Description Length. AAAI (2022)
Christina Pacher, Irene Schicker, Rosmarie deWit, Katerina Hlavácková-Schindler, Claudia Plant
AWT - Clustering Meteorological Time Series Using an Aggregated Wavelet Tree. DSAA (2022)
Michal Balazia, Katerina Hlavácková-Schindler, Petr Sojka, Claudia Plant
Interpretable Gait Recognition by Granger Causality. CoRR (2022)
Katerina Hlavácková-Schindler, Claudia Plant
Poisson Graphical Granger Causality by Minimum Message Length. ECML/PKDD (1) (2020)
Katerina Hlavácková-Schindler, Claudia Plant
Heterogeneous Graphical Granger Causality by Minimum Message Length. Entropy 22 (12) (2020)
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
The Data Mining Group at University of Vienna. Datenbank-Spektrum 20 (1) (2020)
Katerina Hlavácková-Schindler, Claudia Plant
Graphical Granger Causality by Information-Theoretic Criteria. ECAI (2020)
Sahar Behzadi, Katerina Hlavácková-Schindler, Claudia Plant
Granger Causality for Heterogeneous Processes. PAKDD (3) (2019)
Sahar Behzadi, Katerina Hlavácková-Schindler, Claudia Plant
Dependency Anomaly Detection for Heterogeneous Time Series: A Granger-Lasso Approach. ICDM Workshops (2017)
Sergiy Pereverzyev Jr., Katerina Hlavácková-Schindler
Graphical Lasso Granger Method with 2-Levels-Thresholding for Recovering Causality Networks. System Modelling and Optimization (2013)
Katerina Hlavácková-Schindler
Tikhonov Regularization Parameter in Reproducing Kernel Hilbert Spaces with Respect to the Sensitivity of the Solution. ICANN (1) (2008)
Katerina Hlavácková-Schindler, Pablo F. Verdes
Computational Intelligence approaches to causality detection. ESANN (2007)
Martin Vejmelka, Katerina Hlavácková-Schindler
-Nearest Neighbor Based Estimator. ICANNGA (1) (2007)
Katerina Hlavácková-Schindler, Martin Kampel, Robert Sablatnig
Fitting of a closed planar curve representing a profile of an archaeological fragment. Virtual Reality, Archeology, and Cultural Heritage (2001)
Katerina Hlavácková-Schindler, Manfred M. Fischer
An Incremental Algorithm for Parallel Training of the Size and the Weights in a Feedforward Neural Network. Neural Process. Lett. 11 (2) (2000)
Marcello Sanguineti, Katerina Hlavácková-Schindler
Some Comparisons Between Linear Approximation and Approximation by Neural Networks. ICANNGA (1999)