Search results
- 1.0585428 - ÚI 2025 RIV NL J - Journal Article
Arinyo i Prats, Andreu - López-Madrona, V. J. - Paluš, Milan
Lead/Lag directionality is not generally equivalent to causality in nonlinear systems: Comparison of phase slope index and conditional mutual information.
Neuroimage. Roč. 292, 15 April 2024 (2024), č. článku 120610. ISSN 1053-8119. E-ISSN 1095-9572
R&D Projects: GA ČR(CZ) GF21-14727K
Institutional support: RVO:67985807
Keywords : Coupling directionality * Cross-frequency coupling * Conditional mutual information * Phase slope index * EEG * Nonlinear systems
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Impact factor: 5.7, year: 2022
Method of publishing: Open access
https://doi.org/10.1016/j.neuroimage.2024.120610
Permanent Link: https://hdl.handle.net/11104/0353138File Download Size Commentary Version Access 0585428-oaf.pdf 1 1.5 MB OA CC BY 4.0 Publisher’s postprint open-access - 2.0578518 - 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 - 3.0573720 - ÚI 2024 RIV DE eng J - Journal Article
Balasis, G. - Balikhin, M. A. - Chapman, S. - Consolini, G. - Daglis, I. A. - Donner, R.V. - Kurths, J. - Paluš, Milan - Runge, J. - Tsurutani, B. T. - Vassiliadis, D. - Wing, S. - Gjerloev, J. W. - Johnson, J. - Materassi, M. - Alberti, T. - Papadimitriou, V. C. - Manshour, Pouya - Boutsi, A. Z. - Stumpo, M.
Complex Systems Methods Characterizing Nonlinear Processes in the Near-Earth Electromagnetic Environment: Recent Advances and Open Challenges.
Space Science Reviews. Roč. 291, č. 5 (2023), č. článku 38. ISSN 0038-6308. E-ISSN 1572-9672
Grant - others:AV ČR(CZ) AP1901
Program: Akademická prémie - Praemium Academiae
Institutional support: RVO:67985807
Keywords : Solar wind * magnetosphere * ionosphere coupling * Magnetic storms * Magnetospheric substorms * Space weather * Nonlinear dynamics * Complex systems
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Impact factor: 10.3, year: 2022
Method of publishing: Open access
https://dx.doi.org/10.1007/s11214-023-00979-7
Permanent Link: https://hdl.handle.net/11104/0344102 - 4.0562624 - 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 - 5.0558251 - ÚI 2023 RIV US eng J - Journal Article
Vlachos, Ioannis - Kugiumtzis, D. - Paluš, Milan
Phase-Based Causality Analysis with Partial Mutual Information from Mixed Embedding.
Chaos. Roč. 32, č. 5 (2022), č. článku 053111. ISSN 1054-1500. E-ISSN 1089-7682
R&D Projects: GA ČR(CZ) GF21-14727K
Grant - others:AV ČR(CZ) AP1901
Program: Akademická prémie - Praemium Academiae
Institutional support: RVO:67985807
Keywords : causality * phase dynamics * synchronization * EEG
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Impact factor: 2.9, year: 2022
Method of publishing: Limited access
http://dx.doi.org/10.1063/5.0087910
Permanent Link: http://hdl.handle.net/11104/0331979 - 6.0542858 - 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 - 7.0542818 - 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 - 8.0511187 - ÚI 2020 RIV GB eng J - Journal Article
Paluš, Milan
Coupling in complex systems as information transfer across time scales.
Philosophical Transactions of the Royal Society A-Mathematical Physical and Engineering Sciences. Roč. 377, č. 2160 (2019), č. článku 20190094. ISSN 1364-503X. E-ISSN 1471-2962
R&D Projects: GA ČR(CZ) GA19-16066S
Institutional support: RVO:67985807
Keywords : causality * coupling * information transfer * synchronization * time scales
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Impact factor: 3.275, year: 2019
Method of publishing: Open access
http://dx.doi.org/10.1098/rsta.2019.0094
Permanent Link: http://hdl.handle.net/11104/0301519 - 9.0499543 - ÚI 2019 RIV GB eng J - Journal Article
Jajcay, Nikola - Kravtsov, S. - Sugihara, G. - Tsonis, A.A. - Paluš, Milan
Synchronization and causality across time scales in El Niño Southern Oscillation.
n p j Climate and Atmospheric Science. Roč. 1, 12 November (2018), č. článku 33. ISSN 2397-3722. E-ISSN 2397-3722
R&D Projects: GA MŠMT LH14001
Institutional support: RVO:67985807
Keywords : casual discovery * El Niño/Southern Oscillation * climate * climate models * synchronization
OECD category: Climatic research
Permanent Link: http://hdl.handle.net/11104/0291739File Download Size Commentary Version Access a0499543.pdf 7 2.4 MB Publisher’s postprint require - 10.0498725 - FGÚ 2019 RIV US eng J - Journal Article
Chang, W.C. - Kudláček, Jan - Hlinka, Jaroslav - Chvojka, Jan - Hadrava, Michal - Kumpošt, Vojtěch - Powell, A. D. - Janča, R. - Maturana, M. I. - Karoly, P. J. - Freestone, D. R. - Cook, M. J. - Paluš, Milan - Otáhal, Jakub - Jefferys, J. G. R. - Jiruška, Přemysl
Loss of neuronal network resilience precedes seizures and determines the ictogenic nature of interictal synaptic perturbations.
Nature Neuroscience. Roč. 21, č. 12 (2018), s. 1742-1752. ISSN 1097-6256. E-ISSN 1546-1726
R&D Projects: GA ČR(CZ) GA14-02634S; GA MZd(CZ) NV15-29835A; GA MZd(CZ) NV17-28427A
Institutional support: RVO:67985823 ; RVO:67985807
Keywords : seizures * dynamics * perturbations * transition to seizure * critical slowing * catastrophic shifts * high-frequency activity * interictal epileptiform discharges
OECD category: Neurosciences (including psychophysiology
Impact factor: 21.126, year: 2018
Permanent Link: http://hdl.handle.net/11104/0291007File Download Size Commentary Version Access 180123_0498725.pdf 5 4.2 MB Publisher’s postprint require a0498725.pdf 7 4 MB Publisher’s postprint require