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
u:cris portal

Courses

Publications

Evaluating Transfer Entropy for Normal and γ-Order Normal Distributions. / Hlavackova-Schindler, Katerina; Toulias, Thomas L.; Kitsos, Christos P.
In: British Journal of Mathematics and Computer Science, Vol. 17, No. 5, 13.07.2016, p. 1-20.

Publications: Contribution to journal › Article › Peer Reviewed

doi.org/10.9734/BJMCS/2016/27377

Granger Causality for Ill-Posed Problems: Ideas, Methods and Application in Life Sciences. / Hlavackova-Schindler, Katerina; Naumova, Valeriya; Pereverzyev Jr., Sergiy.
Statistics and Causality: Methods for Applied Empirical Research. ed. / Wolfgang Wiedermann; Alexander Von Eye. Hoboken, New Jersey : Wiley, 2016. p. 249-276 (Wiley Series in Probability and Statistics).

Publications: Contribution to book › Chapter › Peer Reviewed

doi.org/10.1002/9781118947074.ch11

Lasso granger causal models: Some strategies and their efficiency for gene expression regulatory networks. / Hlavackova-Schindler, Katerina; Pereverzyev Jr., Sergiy.
Decision Making: Uncertainty, Imperfection, Deliberation and Scalability. ed. / Tatiana V. Guy; Miroslav Kárný; David H. Wolpert. Springer, 2015. p. 91-117 (Studies in Computational Intelligence, Vol. 538).

Publications: Contribution to book › Chapter › Peer Reviewed

doi.org/10.1007/978-3-319-15144-1_4

Graphical Lasso Granger method with 2-levels-thresholding for recovering causality networks. / Hlavackova-Schindler, Katerina; Pereverzyev, Sergiy Jr.
System Modeling and Optimization. Springer, 2014. p. 220-229.

Publications: Contribution to book › Chapter › Peer Reviewed

Multi-Penalty Regularization for Detecting Relevant Variables. / Hlavackova-Schindler, Katerina; Naumova, Valeriya; Pereverzyev Jr., Sergiy.
2014. Paper presented at Symposium on Inverse Problems , Chemnitz, Germany.

Publications: Contribution to conference › Paper › Peer Reviewed

The Assumption of Non-Gaussianity in Natural and Social Sciences and Its Influence on Detection of Causal Relationships. / Hlavackova-Schindler, Katerina.
Theoretical and Methodological Approaches to Social Sciences and Knowledge Management. INTECH-Open Science, 2012. p. 77.

Publications: Contribution to book › Chapter › Peer Reviewed

Equivalence of Granger Causality and Transfer Entropy: A Generalization. / Hlavackova-Schindler, Katerina.
In: Applied Mathematical Sciences, Vol. 5, No. 73, 2011.

Publications: Contribution to journal › Article › Peer Reviewed

Causality in Time Series: Its Detection and Quantification by Means of Information Theory. Information Theory and Statistical Learning. / Hlavackova-Schindler, Katerina.
Information Theory and Statistical Learning. Vol. I 1. ed. USA: Springer, 2009. p. 183-207.

Publications: Contribution to book › Chapter › Peer Reviewed

Tikhonov Regularization Parameter in Reproducing Kernel Hilbert Spaces with Respect to the Sensitivity of the Solution. / Hlavackova-Schindler, Katerina.
Proceedings of ICANN 2008. Springer, 2008. (Lecture Notes in Computer Science).

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

Causality detection based on information-theoretic approaches in time series analysis. / Hlavackova-Schindler, Katerina; Palus, Milan; Vejmelka, Martin et al.
In: Physics Reports, Vol. 441, No. 1, 2007, p. 1-46.

Publications: Contribution to journal › Article › Peer Reviewed

doi.org/10.1016/j.physrep.2006.12.004
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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.