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Journal of Automation and Information Sciences
SJR: 0.232 SNIP: 0.464 CiteScore™: 0.27

ISSN 印刷: 1064-2315
ISSN オンライン: 2163-9337

巻:
巻 51, 2019 巻 50, 2018 巻 49, 2017 巻 48, 2016 巻 47, 2015 巻 46, 2014 巻 45, 2013 巻 44, 2012 巻 43, 2011 巻 42, 2010 巻 41, 2009 巻 40, 2008 巻 39, 2007 巻 38, 2006 巻 37, 2005 巻 36, 2004 巻 35, 2003 巻 34, 2002 巻 33, 2001 巻 32, 2000 巻 31, 1999 巻 30, 1998 巻 29, 1997 巻 28, 1996

Journal of Automation and Information Sciences

DOI: 10.1615/JAutomatInfScien.v49.i10.10
pages 1-10

Development of Methods for Restoring Missing Values and Forecasting of Interdependent Time Series

Elena V. Bratus
Institute for Applied System Analysis of National Technical University of Ukraine "Igor Sikorsky Kiev Polytechnic Institute", Kiev
Petr I. Bidyuk
Institute for Applied System Analysis of National Technical University of Ukraine "Igor Sikorsky Kiev Polytechnic Institute", Kiev
Andrey A. Boldak
National Technical University of Ukraine "Igor Sikorsky Kiev Polytechnic Institute", Kiev

要約

The methods for restoring missing values and forecasting of interdependent time series using two-sided exponential smoothing method are developed. Examples are given for application of the developed methods for restoring artificially and actually missing values as well as forecasting the interdependent sustainable development indicators. The developed methods demonstrated an advantage in comparison with traditional methods.


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