Standard

Discovering Cause-Effect Relationships between Time Series in Non-Gaussian Noise Environments. / Arkhipov, I.; Nikolenko, S.I.; Tarasova, E.

в: IFAC-PapersOnLine, Том 59, № 14, 2025, стр. 145-149.

Результаты исследований: Научные публикации в периодических изданиях › статья в журнале по материалам конференции › Рецензирование

Harvard

Arkhipov, I, Nikolenko, SI & Tarasova, E 2025, 'Discovering Cause-Effect Relationships between Time Series in Non-Gaussian Noise Environments', IFAC-PapersOnLine, Том. 59, № 14, стр. 145-149. https://doi.org/10.1016/j.ifacol.2025.12.140

APA

Arkhipov, I., Nikolenko, S. I., & Tarasova, E. (2025). Discovering Cause-Effect Relationships between Time Series in Non-Gaussian Noise Environments. IFAC-PapersOnLine, 59(14), 145-149. https://doi.org/10.1016/j.ifacol.2025.12.140

Vancouver

Arkhipov I, Nikolenko SI, Tarasova E. Discovering Cause-Effect Relationships between Time Series in Non-Gaussian Noise Environments. IFAC-PapersOnLine. 2025;59(14):145-149. https://doi.org/10.1016/j.ifacol.2025.12.140

Author

Arkhipov, I. ; Nikolenko, S.I. ; Tarasova, E. / Discovering Cause-Effect Relationships between Time Series in Non-Gaussian Noise Environments. в: IFAC-PapersOnLine. 2025 ; Том 59, № 14. стр. 145-149.

BibTeX

@article{b200516fc5d04bec807d61d18a0b6294,
title = "Discovering Cause-Effect Relationships between Time Series in Non-Gaussian Noise Environments",
abstract = "We address the problem of detecting relationships between time series data in the presence of noise. We formalize the problem of searching for relationships, examine different approaches, and develop a method that more efficiently detects relationships in the presence of non-standard noise. {\textcopyright} {\textcopyright} 2025 The Authors.",
keywords = "Bounded disturbances, Bounded noise, Estimation algorithms, Time-series analysis, Artificial intelligence, Background noise, Gaussian noise (electronic), Information systems, Information use, Signal processing, Cause-effect relationships, Estimation algorithm, Noise environments, Non-Gaussian noise, Time-series data, Times series, Copyrights, Time series analysis",
author = "I. Arkhipov and S.I. Nikolenko and E. Tarasova",
note = "Export Date: 16 February 2026; Cited By: 0; Conference name: 15th IFAC Workshop on Adaptive and Learning Control Systems, ALCOS 2025; Conference location: Mexico City; Conference date: 2025-07-02 through 2025-07-04; 15th IFAC Workshop on Adaptive and Learning Control Systems ; Conference date: 02-07-2025 Through 04-07-2025",
year = "2025",
doi = "10.1016/j.ifacol.2025.12.140",
language = "English",
volume = "59",
pages = "145--149",
journal = "IFAC-PapersOnLine",
issn = "2405-8971",
publisher = "Elsevier",
number = "14",

}

RIS

TY - JOUR

T1 - Discovering Cause-Effect Relationships between Time Series in Non-Gaussian Noise Environments

AU - Arkhipov, I.

AU - Nikolenko, S.I.

AU - Tarasova, E.

N1 - Export Date: 16 February 2026; Cited By: 0; Conference name: 15th IFAC Workshop on Adaptive and Learning Control Systems, ALCOS 2025; Conference location: Mexico City; Conference date: 2025-07-02 through 2025-07-04

PY - 2025

Y1 - 2025

N2 - We address the problem of detecting relationships between time series data in the presence of noise. We formalize the problem of searching for relationships, examine different approaches, and develop a method that more efficiently detects relationships in the presence of non-standard noise. © © 2025 The Authors.

AB - We address the problem of detecting relationships between time series data in the presence of noise. We formalize the problem of searching for relationships, examine different approaches, and develop a method that more efficiently detects relationships in the presence of non-standard noise. © © 2025 The Authors.

KW - Bounded disturbances

KW - Bounded noise

KW - Estimation algorithms

KW - Time-series analysis

KW - Artificial intelligence

KW - Background noise

KW - Gaussian noise (electronic)

KW - Information systems

KW - Information use

KW - Signal processing

KW - Cause-effect relationships

KW - Estimation algorithm

KW - Noise environments

KW - Non-Gaussian noise

KW - Time-series data

KW - Times series

KW - Copyrights

KW - Time series analysis

U2 - 10.1016/j.ifacol.2025.12.140

DO - 10.1016/j.ifacol.2025.12.140

M3 - Conference article

VL - 59

SP - 145

EP - 149

JO - IFAC-PapersOnLine

JF - IFAC-PapersOnLine

SN - 2405-8971

IS - 14

T2 - 15th IFAC Workshop on Adaptive and Learning Control Systems

Y2 - 2 July 2025 through 4 July 2025

ER -

ID: 148838127