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 - 2.0491998 - ÚI 2019 RIV US eng J - Journal Article
Paluš, Milan - Krakovská, A. - Jakubík, J. - Chvosteková, M.
Causality, Dynamical Systems and the Arrow of Time.
Chaos. Roč. 28, č. 7 (2018), č. článku 075307. ISSN 1054-1500. E-ISSN 1089-7682
R&D Projects: GA MZd(CZ) NV15-33250A
Grant - others:Slovak Grant Agency(SK) 2/0011/16; Slovak Development Agency(SK) APVV-15-0295
Institutional support: RVO:67985807
Keywords : causality * electroencephalography * directed coherence * cardiovascular-system * strange attractors * nonlinearity * synchronization * predictability * oscillators * temperature
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Impact factor: 2.643, year: 2018
Permanent Link: http://hdl.handle.net/11104/0285592File Download Size Commentary Version Access a0491998.pdf 13 778.1 KB Publisher’s postprint require - 3.0489765 - 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 - 4.0486026 - ÚI 2018 RIV CZ cze J - Journal Article
Kalina, Jan - Zvárová, J.
Analýza dat: výzvy a specifika v neurovědách a psychiatrii.
[Data analysis: challenges and specifics in neuroscience and psychiatry.]
Časopis lékařů českých. Roč. 156, č. 8 (2017), s. 430-436. ISSN 0008-7335
R&D Projects: GA MZd(CZ) NV15-33250A; GA ČR GA13-23940S
Institutional support: RVO:67985807
Keywords : biostatistics * big data * psychiatry * decision support
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
http://www.prolekare.cz/casopis-lekaru-ceskych-clanek/analyza-dat-vyzvy-a-specifika-v-neurovedach-a-psychiatrii-62767
Permanent Link: http://hdl.handle.net/11104/0280918 - 5.0477035 - 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