Standard

Application and Analysis of Time Series Prediction Efficient Methods Based on the Krichevsky Predictor. / Малышева, Анастасия Дмитриевна; Ракитский, Антон Андреевич.

SIBIRCON 2019 - International Multi-Conference on Engineering, Computer and Information Sciences, Proceedings. Institute of Electrical and Electronics Engineers Inc., 2019. p. 983-986 8958150 (SIBIRCON 2019 - International Multi-Conference on Engineering, Computer and Information Sciences, Proceedings).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

Harvard

Малышева, АД & Ракитский, АА 2019, Application and Analysis of Time Series Prediction Efficient Methods Based on the Krichevsky Predictor. in SIBIRCON 2019 - International Multi-Conference on Engineering, Computer and Information Sciences, Proceedings., 8958150, SIBIRCON 2019 - International Multi-Conference on Engineering, Computer and Information Sciences, Proceedings, Institute of Electrical and Electronics Engineers Inc., pp. 983-986, 2019 International Multi-Conference on Engineering, Computer and Information Sciences, SIBIRCON 2019, Novosibirsk, Russian Federation, 21.10.2019. https://doi.org/10.1109/SIBIRCON48586.2019.8958150

APA

Малышева, А. Д., & Ракитский, А. А. (2019). Application and Analysis of Time Series Prediction Efficient Methods Based on the Krichevsky Predictor. In SIBIRCON 2019 - International Multi-Conference on Engineering, Computer and Information Sciences, Proceedings (pp. 983-986). [8958150] (SIBIRCON 2019 - International Multi-Conference on Engineering, Computer and Information Sciences, Proceedings). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/SIBIRCON48586.2019.8958150

Vancouver

Малышева АД, Ракитский АА. Application and Analysis of Time Series Prediction Efficient Methods Based on the Krichevsky Predictor. In SIBIRCON 2019 - International Multi-Conference on Engineering, Computer and Information Sciences, Proceedings. Institute of Electrical and Electronics Engineers Inc. 2019. p. 983-986. 8958150. (SIBIRCON 2019 - International Multi-Conference on Engineering, Computer and Information Sciences, Proceedings). doi: 10.1109/SIBIRCON48586.2019.8958150

Author

Малышева, Анастасия Дмитриевна ; Ракитский, Антон Андреевич. / Application and Analysis of Time Series Prediction Efficient Methods Based on the Krichevsky Predictor. SIBIRCON 2019 - International Multi-Conference on Engineering, Computer and Information Sciences, Proceedings. Institute of Electrical and Electronics Engineers Inc., 2019. pp. 983-986 (SIBIRCON 2019 - International Multi-Conference on Engineering, Computer and Information Sciences, Proceedings).

BibTeX

@inproceedings{a44ab180b6c54ac58f1ebecb88d61479,
title = "Application and Analysis of Time Series Prediction Efficient Methods Based on the Krichevsky Predictor",
abstract = "In this paper we present the algorithm of calculation of the Krichevsky's predictor and R-measure based on it. This algorithm allows to compute the predictor in linear time. We present the description of the algorithm, some of its features and the results of its application. In addition, we present the results of comparative analysis of R-measure and other prediction methods application on real time series problems.",
keywords = "complexity, information theory, machine learning, prediction, time series",
author = "Малышева, {Анастасия Дмитриевна} and Ракитский, {Антон Андреевич}",
year = "2019",
month = oct,
doi = "10.1109/SIBIRCON48586.2019.8958150",
language = "English",
isbn = "978-1-7281-4402-3",
series = "SIBIRCON 2019 - International Multi-Conference on Engineering, Computer and Information Sciences, Proceedings",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
pages = "983--986",
booktitle = "SIBIRCON 2019 - International Multi-Conference on Engineering, Computer and Information Sciences, Proceedings",
address = "United States",
note = "2019 International Multi-Conference on Engineering, Computer and Information Sciences, SIBIRCON 2019 ; Conference date: 21-10-2019 Through 27-10-2019",

}

RIS

TY - GEN

T1 - Application and Analysis of Time Series Prediction Efficient Methods Based on the Krichevsky Predictor

AU - Малышева, Анастасия Дмитриевна

AU - Ракитский, Антон Андреевич

PY - 2019/10

Y1 - 2019/10

N2 - In this paper we present the algorithm of calculation of the Krichevsky's predictor and R-measure based on it. This algorithm allows to compute the predictor in linear time. We present the description of the algorithm, some of its features and the results of its application. In addition, we present the results of comparative analysis of R-measure and other prediction methods application on real time series problems.

AB - In this paper we present the algorithm of calculation of the Krichevsky's predictor and R-measure based on it. This algorithm allows to compute the predictor in linear time. We present the description of the algorithm, some of its features and the results of its application. In addition, we present the results of comparative analysis of R-measure and other prediction methods application on real time series problems.

KW - complexity

KW - information theory

KW - machine learning

KW - prediction

KW - time series

UR - http://www.scopus.com/inward/record.url?scp=85079032687&partnerID=8YFLogxK

UR - https://elibrary.ru/item.asp?id=43236724

U2 - 10.1109/SIBIRCON48586.2019.8958150

DO - 10.1109/SIBIRCON48586.2019.8958150

M3 - Conference contribution

AN - SCOPUS:85079032687

SN - 978-1-7281-4402-3

T3 - SIBIRCON 2019 - International Multi-Conference on Engineering, Computer and Information Sciences, Proceedings

SP - 983

EP - 986

BT - SIBIRCON 2019 - International Multi-Conference on Engineering, Computer and Information Sciences, Proceedings

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2019 International Multi-Conference on Engineering, Computer and Information Sciences, SIBIRCON 2019

Y2 - 21 October 2019 through 27 October 2019

ER -

ID: 23078527