Search results
- 1.0520385 - ÚI 2021 RIV US eng J - Journal Article
Kořenek, Jakub - Hlinka, Jaroslav
Causal network discovery by iterative conditioning: Comparison of algorithms.
Chaos. Roč. 30, č. 1 (2020), č. článku 013117. ISSN 1054-1500. E-ISSN 1089-7682
R&D Projects: GA MZd(CZ) NV15-29835A; GA MZd(CZ) NV15-33250A; GA MZd(CZ) NV17-28427A; GA ČR(CZ) GA19-16066S; GA ČR(CZ) GA19-11753S
Grant - others:GA MŠk(CZ) LO1611
Institutional support: RVO:67985807
Keywords : causality inference * complex networks * transfer entropy * conditional mutual information * Granger causality
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Impact factor: 3.642, year: 2020
Method of publishing: Limited access
http://dx.doi.org/10.1063/1.5115267
Permanent Link: http://hdl.handle.net/11104/0305065 - 2.0489765 - ÚI 2019 RIV US eng J - Journal Article
Krakovská, A. - Jakubík, J. - Chvosteková, M. - Coufal, David - Jajcay, Nikola - Paluš, Milan
Comparison of Six Methods for the Detection of Causality in a Bivariate Time Series.
Physical Review E. Roč. 97, č. 4 (2018), č. článku 042207. ISSN 2470-0045. E-ISSN 2470-0053
R&D Projects: GA MZd(CZ) NV15-33250A
Institutional support: RVO:67985807
Keywords : comparative study * causality detection * bivariate models * Granger causality * transfer entropy * convergent cross mappings
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Impact factor: 2.353, year: 2018
https://journals.aps.org/pre/abstract/10.1103/PhysRevE.97.042207
Permanent Link: http://hdl.handle.net/11104/0284129 - 3.0477035 - ÚI 2018 RIV US eng J - Journal Article
Coufal, David - Jakubík, J. - Jajcay, Nikola - Hlinka, Jaroslav - Krakovská, A. - Paluš, Milan
Detection of Coupling Delay: A Problem not yet Solved.
Chaos. Roč. 27, č. 8 (2017), č. článku 083109. ISSN 1054-1500. E-ISSN 1089-7682
R&D Projects: GA MZd(CZ) NV15-33250A
Grant - others:bilateral cooperation of the Czech and Slovak Academies of Sciences(CZ-SK) SAV-15-18; Slovak Grant Agency(SK) 2/0011/16; Slovak Development Agency(SK) APVV-15-0295
Program: Bilaterální spolupráce
Institutional support: RVO:67985807
Keywords : coupling delay * conditional mutual information * transfer entropy * convergent cross-mapping * synchronization * causality
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Impact factor: 2.415, year: 2017
Permanent Link: http://hdl.handle.net/11104/0273430File Download Size Commentary Version Access a0477035.pdf 10 1.8 MB Publisher’s postprint require - 4.0461261 - ÚTIA 2017 RIV GB eng J - Journal Article
Hlaváčková-Schindler, Kateřina - Toulias, T. L. - Kitsos, C. P.
Evaluating Transfer Entropy for Normal and y-Order Normal Distributions.
British Journal of Mathematics & Computer Science. Roč. 17, č. 5 (2016), s. 1-20. ISSN 2231-0851
Institutional support: RVO:67985556
Keywords : Transfer entropy * time series * Kullback-Leibler divergence * causality * generalized normal distribution
Subject RIV: BC - Control Systems Theory
http://library.utia.cas.cz/separaty/2016/AS/hlavackova-schindler-0461261.pdf
Permanent Link: http://hdl.handle.net/11104/0261537 - 5.0435815 - ÚI 2015 DE eng A - Abstract
Hlinka, Jaroslav - Hartman, David - Jajcay, Nikola - Vejmelka, Martin - Donner, R. - Marwan, N. - Kurths, J. - Paluš, Milan
Regional and inter–regional effects in evolving climate network.
Geophysical Research Abstracts. Roč. 16, - (2014), EGU2014-13557. ISSN 1607-7962.
[EGU General Assembly /11./. 27.04.2014-02.05.2014, Vienna]
Institutional support: RVO:67985807
Keywords : causality * climate * nonlinearity * transfer entropy * network * stability
Subject RIV: BB - Applied Statistics, Operational Research
Permanent Link: http://hdl.handle.net/11104/0239668File Download Size Commentary Version Access a0435815.pdf 0 35.1 KB Publisher’s postprint open-access - 6.0393073 - ÚI 2014 RIV CH eng J - Journal Article
Hlinka, Jaroslav - Hartman, David - Vejmelka, Martin - Runge, J. - Marwan, N. - Kurths, J. - Paluš, Milan
Reliability of Inference of Directed Climate Networks Using Conditional Mutual Information.
Entropy. Roč. 15, č. 6 (2013), s. 2023-2045. E-ISSN 1099-4300
R&D Projects: GA ČR GCP103/11/J068
Institutional support: RVO:67985807
Keywords : causality * climate * nonlinearity * transfer entropy * network * stability
Subject RIV: BB - Applied Statistics, Operational Research
Impact factor: 1.564, year: 2013
Permanent Link: http://hdl.handle.net/11104/0221829File Download Size Commentary Version Access 0393073.pdf 6 1.4 MB Publisher’s postprint open-access