Katerina Hlavácková-Schindler

Orcid: 0000-0001-6467-3077

According to our database1, Katerina Hlavácková-Schindler authored at least 28 papers between 1994 and 2024.

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Bibliography

2024
Granger Causal Inference in Multivariate Hawkes Processes by Minimum Message Length.
J. Mach. Learn. Res., 2024

Advancing Anomaly Detection: Non-Semantic Financial Data Encoding with LLMs.
CoRR, 2024

2023
Causal Inference for Heterogeneous Data and Information Theory.
Entropy, June, 2023

2022
Interpretable Gait Recognition by Granger Causality.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

AWT - Clustering Meteorological Time Series Using an Aggregated Wavelet Tree.
Proceedings of the 9th IEEE International Conference on Data Science and Advanced Analytics, 2022

Causal Discovery in Hawkes Processes by Minimum Description Length.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2020
Heterogeneous Graphical Granger Causality by Minimum Message Length.
Entropy, 2020

The Data Mining Group at University of Vienna.
Datenbank-Spektrum, 2020

Poisson Graphical Granger Causality by Minimum Message Length.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2020

Graphical Granger Causality by Information-Theoretic Criteria.
Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

2019
Granger Causality for Heterogeneous Processes.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2019

2017
Dependency Anomaly Detection for Heterogeneous Time Series: A Granger-Lasso Approach.
Proceedings of the 2017 IEEE International Conference on Data Mining Workshops, 2017

2015
Lasso Granger Causal Models: Some Strategies and Their Efficiency for Gene Expression Regulatory Networks.
Proceedings of the Decision Making: Uncertainty, Imperfection, 2015

2013
Graphical Lasso Granger Method with 2-Levels-Thresholding for Recovering Causality Networks.
Proceedings of the System Modeling and Optimization, 2013

2008
Tikhonov Regularization Parameter in Reproducing Kernel Hilbert Spaces with Respect to the Sensitivity of the Solution.
Proceedings of the Artificial Neural Networks, 2008

2007
Mutual Information Estimation in Higher Dimensions: A Speed-Up of a <i>k</i> -Nearest Neighbor Based Estimator.
Proceedings of the Adaptive and Natural Computing Algorithms, 8th International Conference, 2007

Computational Intelligence approaches to causality detection.
Proceedings of the 15th European Symposium on Artificial Neural Networks, 2007

2001
Fitting of a closed planar curve representing a profile of an archaeological fragment.
Proceedings of the 2001 Conference on Virtual Reality, 2001

2000
An Incremental Algorithm for Parallel Training of the Size and the Weights in a Feedforward Neural Network.
Neural Process. Lett., 2000

1999
Some Comparisons Between Linear Approximation and Approximation by Neural Networks.
Proceedings of the International Conference on Artificial Neural Nets and Genetic Algorithms, 1999

1998
Representations and rates of approximation of real-valued Boolean functions by neural networks.
Neural Networks, 1998

Algorithm of Incremental Approximation Using Variation of a Function with Respect to a Subset.
Proceedings of the International ICSC / IFAC Symposium on Neural Computation (NC 1998), 1998

1997
Placing spline knots in neural networks using splines as activation functions.
Neurocomputing, 1997

Upper Bounds on the Approximation Rates of Real-valued Boolean Functions by Neural Networks.
Proceedings of the International Conference on Artificial Neural Nets and Genetic Algorithms, 1997

1996
Rates of approximation of real-valued boolean functions by neural networks.
Proceedings of the 4th European Symposium on Artificial Neural Networks, 1996

1995
An upper estimate of the error of approximation of continuous multivariable functions by KBF networks.
Proceedings of the 3rd European Symposium on Artificial Neural Networks, 1995

1994
An optimized RBF network for approximation of functions.
Proceedings of the 2nd European Symposium on Artificial Neural Networks, 1994

Approximation of continuous functions by RBF and KBF networks.
Proceedings of the 2nd European Symposium on Artificial Neural Networks, 1994


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