Search results
- 1.0578518 - ÚI 2025 DE eng J - Journal Article
Bodík, Juraj - Paluš, Milan - Pawlas, Z.
Causality in extremes of time series.
Extremes. Roč. 27, č. 1 (2024), s. 67-121. ISSN 1386-1999. E-ISSN 1572-915X
R&D Projects: GA ČR(CZ) GA19-16066S
Grant - others:AV ČR(CZ) AP1901
Program: Akademická prémie - Praemium Academiae
Institutional support: RVO:67985807
Keywords : Granger causality * Causal inference * Nonlinear time series * Causality-in-tail * Extreme value theory * Heavy tails
Impact factor: 1.3, year: 2022
Method of publishing: Open access
https://doi.org/10.1007/s10687-023-00479-5
Permanent Link: https://hdl.handle.net/11104/0347507 - 2.0573813 - ÚI 2024 CH eng J - Journal Article
Hlaváčková-Schindler, Kateřina
Causal Inference for Heterogeneous Data and Information Theory (Editorial).
Entropy. Roč. 25, č. 6 (2023), č. článku 910. E-ISSN 1099-4300
R&D Projects: GA ČR(CZ) GA19-16066S
Grant - others:AV ČR(CZ) AP1901
Program: Akademická prémie - Praemium Academiae
Institutional support: RVO:67985807
Impact factor: 2.7, year: 2022
Method of publishing: Open access
Permanent Link: https://hdl.handle.net/11104/0344169File Download Size Commentary Version Access 0573813-aoa.pdf 2 184.2 KB OA CC BY 4.0 Publisher’s postprint open-access - 3.0572210 - ÚI 2024 RIV US eng J - Journal Article
Kathpalia, Aditi - Nagaraj, N.
Granger causality for compressively sensed sparse signals.
Physical Review E. Roč. 107, č. 3 (2023), č. článku 034308. ISSN 2470-0045. E-ISSN 2470-0053
R&D Projects: GA ČR(CZ) GA19-16066S
Grant - others:AV ČR(CZ) AP1901
Program: Akademická prémie - Praemium Academiae
Institutional support: RVO:67985807
Keywords : Granger causality * compressed sensing * sparse signals * circulant * toeplitz * structured sensing matrices * neural spike train
OECD category: Applied mathematics
Impact factor: 2.4, year: 2022
Method of publishing: Limited access
https://dx.doi.org/10.1103/PhysRevE.107.034308
Permanent Link: https://hdl.handle.net/11104/0342984
Research data: Preprint - ArXiv.org - 4.0569989 - ÚI 2023 RIV US eng J - Journal Article
Moreno Spiegelberg, P. - Arinyo i Prats, Andreu - Ruiz-Reynés, D. - Matías, M.A. - Gomila, D.
Bifurcation structure of traveling pulses in type-I excitable media.
Physical Review E. Roč. 106, č. 3 (2022), č. článku 034206. ISSN 2470-0045. E-ISSN 2470-0053
R&D Projects: GA ČR(CZ) GA19-16066S
Institutional support: RVO:67985807
Keywords : pattern-formation * turbulence * stability * systems * fronts * waves * hopf
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Impact factor: 2.4, year: 2022
Method of publishing: Limited access
https://dx.doi.org/10.1103/PhysRevE.106.034206
Permanent Link: https://hdl.handle.net/11104/0341321
Research data: preprint v arXiv.org - 5.0562624 - ÚI 2023 RIV GB eng J - Journal Article
Kathpalia, Aditi - Manshour, Pouya - Paluš, Milan
Compression complexity with ordinal patterns for robust causal inference in irregularly sampled time series.
Scientific Reports. Roč. 12, č. 1 (2022), č. článku 14170. ISSN 2045-2322. E-ISSN 2045-2322
R&D Projects: GA ČR(CZ) GA19-16066S
Grant - others:AV ČR(CZ) AP1901
Program: Akademická prémie - Praemium Academiae
Institutional support: RVO:67985807
Keywords : Compression-complexity * causal inference * ordinal coding * missing data * irregular sampling * climate data * paleoclimate data
OECD category: Applied mathematics
Impact factor: 4.6, year: 2022
Method of publishing: Open access
https://dx.doi.org/10.1038/s41598-022-18288-4
Permanent Link: https://hdl.handle.net/11104/0334897File Download Size Commentary Version Access 0562624-aoa.pdf 6 1.7 MB OA CC BY 4.0 Publisher’s postprint open-access - 6.0545822 - ÚI 2022 RIV CH eng J - Journal Article
Kořenek, Jakub - Hlinka, Jaroslav
Causality in Reversed Time Series: Reversed or Conserved?
Entropy. Roč. 23, August 2021 (2021), č. článku 1067. E-ISSN 1099-4300
R&D Projects: GA ČR(CZ) GA19-11753S; GA ČR(CZ) GA19-16066S; GA ČR(CZ) GA21-17211S; GA ČR(CZ) GA21-32608S
Institutional support: RVO:67985807
Keywords : causality * time reversal * temporal symmetry * reversed time series * vector autoregressive process * random networks * brain network * climate network
OECD category: Statistics and probability
Impact factor: 2.738, year: 2021
Method of publishing: Open access
Permanent Link: http://hdl.handle.net/11104/0322468File Download Size Commentary Version Access 0545822-aoa.pdf 2 692.2 KB OA CC BY Publisher’s postprint open-access - 7.0542858 - ÚI 2022 RIV CH eng J - Journal Article
Manshour, Pouya - Balasis, G. - Consolini, G. - Papadimitriou, C. - Paluš, Milan
Causality and Information Transfer Between the Solar Wind and the Magnetosphere–Ionosphere System.
Entropy. Roč. 23, č. 4 (2021), č. článku 390. E-ISSN 1099-4300
R&D Projects: GA ČR(CZ) GA19-16066S
Grant - others:AV ČR(CZ) AP1901
Program: Akademická prémie - Praemium Academiae
Institutional support: RVO:67985807
Keywords : time series * causality * information transfer * time reversal * solar wind-magnetosphere–ionosphere system * space weather
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Impact factor: 2.738, year: 2021
Method of publishing: Open access
Permanent Link: http://hdl.handle.net/11104/0320198File Download Size Commentary Version Access 0542858-aoa.pdf 2 1.9 MB OA CC BY 4.0 Publisher’s postprint open-access - 8.0542818 - ÚI 2022 RIV CH eng J - Journal Article
Gupta, Kajari - Paluš, Milan
Cross-Scale Causality and Information Transfer in Simulated Epileptic Seizures.
Entropy. Roč. 23, č. 5 (2021), č. článku 526. E-ISSN 1099-4300
R&D Projects: GA ČR(CZ) GA19-16066S
Grant - others:AV ČR(CZ) AP1901
Program: Akademická prémie - Praemium Academiae
Institutional support: RVO:67985807
Keywords : multiscale dynamics * interactions * Granger causality * information transfer * epilepsy model
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Impact factor: 2.738, year: 2021
Method of publishing: Open access
Permanent Link: http://hdl.handle.net/11104/0320153File Download Size Commentary Version Access 0542818-aoa.pdf 7 913.8 KB OA CC BY 4.0 Publisher’s postprint open-access - 9.0541918 - ÚI 2022 RIV CH eng J - Journal Article
Kathpalia, Aditi - Nagaraj, N.
Time-Reversibility, Causality and Compression-Complexity.
Entropy. Roč. 23, č. 3 (2021), č. článku 327. E-ISSN 1099-4300
R&D Projects: GA ČR(CZ) GA19-16066S
Grant - others:AV ČR(CZ) AP1901
Program: Akademická prémie - Praemium Academiae
Institutional support: RVO:67985807
Keywords : time-reversibility * time-irreversibility * temporal asymmetry * compression-complexity * effort-to-compress * compressive potential * interventional causality * heart period variability asymmetry * sunspot numbers
OECD category: Applied mathematics
Impact factor: 2.738, year: 2021
Method of publishing: Open access
http://dx.doi.org/10.3390/e23030327
Permanent Link: http://hdl.handle.net/11104/0319416File Download Size Commentary Version Access 0541918-aoa.pdf 2 545.5 KB OA CC BY 4.0 Publisher’s postprint open-access - 10.0536946 - ÚI 2021 RIV CH eng J - Journal Article
Hlaváčková-Schindler, Kateřina - Plant, C.
Heterogeneous Graphical Granger Causality by Minimum Message Length.
Entropy. Roč. 22, č. 12 (2020), s. 1-21, č. článku 1400. E-ISSN 1099-4300
R&D Projects: GA ČR(CZ) GA19-16066S
Institutional support: RVO:67985807
Keywords : Granger causality * graphical Granger model * overestimation * information theory * minimum message length
OECD category: Statistics and probability
Impact factor: 2.524, year: 2020
Method of publishing: Open access
Permanent Link: http://hdl.handle.net/11104/0314695File Download Size Commentary Version Access 0536946-aoa.pdf 0 2.4 MB OA CC BY 4.0 Publisher’s postprint open-access