Projects of affiliated persons per year
Personal profile
Research interests
Causal inference, variable (model) selection, stochastic complexity, information theory, time series, extreme events, neural networks, optimization, climatological applications
Education/Academic qualification
Theoretical computer science, PhD (= CSc. =Candidate of Sciences), Czech Academy of Sciences
1 Sept 1989 → 1 Mar 1993
Award Date: 16 Mar 1993
Mathematics, theoretical computer science, MSc cum laude, Master of Science (=RNDr= rerum naturalium doctor), Charles University Prague
1 Oct 1983 → 28 Jun 1988
Award Date: 28 Jun 1988
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Collaborations and top research areas from the last five years
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Projects
- 1 Finished
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Learning Synchronization Patterns in Neural Signal
Plant, C. (Project Lead) & Schindlerova, K. (Co-Lead)
1/10/21 → 30/09/24
Project: Research funding
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CAR-MNAR: A Unified Factorial Framework for Robust Causal Discovery Under Self-masking MNAR
Alinejad, M. & Hlavackova-Schindler, K., 2027, Machine Learning and Knowledge Discovery in Databases. Research Track. Ceci, M., Kocev, D., Monreale, A., Vens, C., Flach, P., Manco, G., Spiliopoulou, M. & Masciari, E. (eds.). Cham: Springer Nature Switzerland AG, p. 603-622 20 p.Publications: Contribution to book › Contribution to proceedings › Peer Reviewed
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EEG-based classification in psychiatry using motif discovery
Kraljevska, M., Hlavackova-Schindler, K. (Corresponding author), Miklautz, L. & Plant, C., Mar 2026, In: Neuroscience Informatics. 6, 1, 100242.Publications: Contribution to journal › Article › Peer Reviewed
Open Access -
The spatio-temporal visualization tool HMMLVis in renewable energy applications
Wöß, R. (Corresponding author), Hlaváčková-Schindler, K. (Corresponding author), Schicker, I. (Corresponding author), Papazek, P. (Corresponding author) & Plant, C. (Corresponding author), 25 Mar 2026, In: Geoscientific Model Development. 19, 6, p. 2385-2405 21 p.Publications: Contribution to journal › Article › Peer Reviewed
Open Access
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Granger causality for ill-posed problems
Schindlerova, K. (Speaker)
23 May 2014Activity: Talks and presentations › Talk or oral contribution › Other
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Granger Lasso Causal Models in Higher Dimensions - Application to Gene Expression Regulatory Networks.
Hlavackova-Schindler, K. (Contributor) & Bouzari, H. (Contributor)
2013Activity: Talks and presentations › Poster presentation › Other