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Implementation of two causal methods based on predictions in reconstructed state spaces

  1. TitleImplementation of two causal methods based on predictions in reconstructed state spaces
    Author Krakovská Anna 1963 SAVMER - Ústav merania SAV    SCOPUS    RID    ORCID
    Co-authors Jakubík Jozef 1989 SAVMER - Ústav merania SAV    SCOPUS    RID

    Source document Physical Review E. Vol. 102 (2020), p. 022203
    Languageeng - English
    CountryUS - United States of America
    Document kindrozpis článkov z periodík (rbx)
    CitationsGE, X. - LIN, A. Dynamic causality analysis using overlapped sliding windows based on the extended convergent cross-mapping. In NONLINEAR DYNAMICS. ISSN 0924-090X, 2021, vol. 104, no. 2, p. 1753-1765. Dostupné na: https://doi.org/10.1007/s11071-021-06362-x.
    ZENG, Z. – CHEN, S. – LONG, X . – JIN, G. Overview of Observational Data-Based Time Series Causal Inference. In BIG DATA RESEARCH. ISSN 2096-0271, 2021. Dostupné na: https://doi.org/10.11959/j.issn.2096-0271.2022059. (in Chinese)
    GUO, W.S. - SUN, S. - WILSON, A. Exploring Potential Causal Models for Climate-Society-Conflict Interaction. In PROCEEDINGS OF THE 8TH INTERNATIONAL CONFERENCE ON COMPLEXITY, FUTURE INFORMATION SYSTEMS AND RISK, COMPLEXIS 2023. ISSN 2184-5034, 2023, p. 69-76. Dostupné na: https://doi.org/10.5220/0011968400003485.
    BUTLER, K. - FENG, G.C. - DJURIC, P.M. On Causal Discovery With Convergent Cross Mapping. In IEEE TRANSACTIONS ON SIGNAL PROCESSING. ISSN 1053-587X, 2023, vol. 71, p. 2595-2607. Dostupné na: https://doi.org/10.1109/TSP.2023.3286529.
    O'SHAUGHNESSY, M. - DAVENPORT, M. – ROZELL, C. Distance preservation in state-space methods for detecting causal interactions in dynamical systems. In arXiv, 2023, https://doi.org/10.48550/arXiv.2308.06855.
    CAO, Z. – QU, H. Review on Causality Detection Based on Empirical Dynamic Modeling. In arXiv, 2023, https://doi.org/10.48550/arXiv.2312.15919.
    CategoryADCA - Scientific papers in foreign journals registered in Current Contents Connect with IF (impacted)
    Category of document (from 2022)V3 - Vedecký výstup publikačnej činnosti z časopisu
    Type of documentčlánok
    Year2020
    Registered inWOS
    Registered inSCOPUS
    Registered inCCC
    DOI 10.1103/PhysRevE.102.022203
    article

    article

    File nameAccessSizeDownloadedTypeLicense
    Implementation of two causal methods based on predictions in reconstructed state spaces.pdfavailable8.2 MB1Publisher's version
    rokCCIFIF Q (best)JCR Av Jour IF PercSJRSJR Q (best)CiteScore
    A
    rok vydaniarok metrikyIFIF Q (best)SJRSJR Q (best)
    202020192.296Q10.958Q1
Number of the records: 1  

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