Search results
- 1.0572210 - 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 - 2.0562624 - 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 - 3.0545373 - ÚI 2022 GB eng J - Journal Article
Kathpalia, Aditi - Nagaraj, N.
Data-based intervention approach for Complexity-Causality measure.
PeerJ Computer Science. Roč. 2019, č. 5 (2019), č. článku e196. ISSN 2376-5992. E-ISSN 2376-5992
Keywords : granger causality * entropy * Causality * Causal inference * Intervention * Compression-complexity * Model-based * Dynamical complexity * Negative causality
Impact factor: 3.091, year: 2019
Permanent Link: http://hdl.handle.net/11104/0322080 - 4.0545372 - ÚI 2022 US eng J - Journal Article
Kathpalia, Aditi - Nagaraj, N.
Causal stability and synchronization.
Chaos. Roč. 29, č. 9 (2019), č. článku 091103. ISSN 1054-1500. E-ISSN 1089-7682
Keywords : phase synchronization
Impact factor: 2.832, year: 2019
Permanent Link: http://hdl.handle.net/11104/0322081 - 5.0545371 - ÚI 2022 US eng J - Journal Article
Balakrishnan, H.N. - Kathpalia, Aditi - Saha, S. - Nagaraj, N.
ChaosNet: A chaos based artificial neural network architecture for classification.
Chaos. Roč. 29, č. 11 (2019), č. článku 113125. ISSN 1054-1500. E-ISSN 1089-7682
Keywords : brain * model * habitability * dynamics * memory * map
Impact factor: 2.832, year: 2019
Permanent Link: http://hdl.handle.net/11104/0322079 - 6.0545370 - ÚI 2022 IN eng J - Journal Article
Kathpalia, Aditi - Nagaraj, N.
Measuring Causality The Science of Cause and Effect.
Resonance-Journal of Science Education. Roč. 26, č. 2 (2021), s. 191-210. ISSN 0971-8044. E-ISSN 0973-712X
Keywords : Causality * correlation * ladder of causation * Granger causality * model-based causality
Permanent Link: http://hdl.handle.net/11104/0322078 - 7.0541918 - 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