Search results
- 1.0562624 - 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 - 2.0558291 - ÚI 2023 RIV DE eng A - Abstract
Kathpalia, Aditi - Manshour, Pouya - Paluš, Milan
Robust Causal Inference for Irregularly Sampled Time Series: Applications in Climate and Paleoclimate Data Analysis.
EGU General Assembly 2022. Göttingen: European Geosciences Union, 2022.
[EGU General Assembly 2022. 23.05.2022-27.05.2022, Vienna / Online]
R&D Projects: GA ČR(CZ) GA19-16066S
Grant - others:AV ČR(CZ) AP1901
Program: Akademická prémie - Praemium Academiae
Institutional support: RVO:67985807
Keywords : causality * compression complexity * ordina patterns * Irregularly Sampled Time Series * paleoclimatology
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
https://meetingorganizer.copernicus.org/EGU22/EGU22-4795.html
Permanent Link: http://hdl.handle.net/11104/0332021File Download Size Commentary Version Access 0558291-aoa.pdf 1 299 KB 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 - 4.0541918 - 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