COMPARISON OF FORECASTING APPROACHES FOR NEAREST NEIGHBORS METHOD
- Authors: Kernoga A.L1, Burak T.I1
- Affiliations:
- Belorussian State University of Informatics and Radioelectronics
- Issue: No 1 (2015)
- Pages: 26-33
- Section: Articles
- URL: https://ered.pstu.ru/index.php/elinf/article/view/2735
- DOI: https://doi.org/10.15593/вестник%20пермского%20национального%20исследовательского%20политехнического%20университета.%20электротехника,%20информационные%20технологии,%20системы%20управления.v0i1.2735
- Cite item
Abstract
This article compares different approaches to time series forecasting using Nearest Neighbors method.
About the authors
A. L Kernoga
Belorussian State University of Informatics and Radioelectronics
Email: a.kernoga@gmail.com
T. I Burak
Belorussian State University of Informatics and Radioelectronics
Email: timburik@gmail.com
References
- Scherer Perlin M. Nearest neighbor method // Revista Eleсtronica de Administracao. - 2007. - Vol. 13, № 2. - 15 p.
- Fernandez-Rodriguez F., Sosvilla-Rivero S., Andrada-Felix J. Nearest-Neighbour Predictions in Foreign Exchange Markets // Fundacion de Estudios de Economia Aplicada. - 2002. - № 5. - 36 p.
- Варфоломеева А.А. Локальные методы прогнозирования с выбором метрики // Машинное обучение и анализ данных. - 2012. - № 1(3). - Р. 367-375.
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