Application of the anomaly pattern in forecasting time series of project activity metrics

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DC Field	Value	Language
dc.date	2018
dc.date.accessioned	2025-08-22T12:18:00Z	-
dc.date.available	2025-08-22T12:18:00Z	-
dc.date.issued	2018
dc.identifier.identifier	Dspace\SGAU\20180518\69522
dc.identifier.citation	Timina I.A. Application of the anomaly pattern in forecasting time series of project activity metrics/I.A.Timina, E.N.Egov , A.A. Romanov// Сборник трудов IV международной конференции и молодежной школы «Информационные технологии и нанотехнологии» (ИТНТ-2018) - Самара: Новая техника, 2018. - С. 1794-1799
dc.identifier.uri	http://repo.ssau.ru/jspui/handle/123456789/13658	-
dc.description.abstract	This article describes the method of application of an anomaly template of time series of project metrics based on entropy. The analysis of project activity metrics is described. The forecasting algorithm based on the fuzzy trends of time series of indicators was developed and implemented. The formula for the entropy measure for the fuzzy time series is determined. The algorithm uses the dependence of the forecast on the measures of entropy. The hypothesis of trend stability is used for forecasting. Experiments based on this approach are presented.
dc.description.sponsorship	The article was supported by the Russian Foundation for Basic Research (grant No. 16-47-732070).
dc.language	en
dc.publisher	Новая техника
dc.relation.ispartofseries	3;241
dc.title	Application of the anomaly pattern in forecasting time series of project activity metrics
dc.type	Article
local.identifier.olduri	http://repo.ssau.ru/handle/Informacionnye-tehnologii-i-nanotehnologii/Application-of-the-anomaly-pattern-in-forecasting-time-series-of-project-activity-metrics-69522
local.identifier.olduri	http://repo.ssau.ru/handle/Informacionnye-tehnologii-i-nanotehnologii/Application-of-the-anomaly-pattern-in-forecasting-time-series-of-project-activity-metrics-69522
Appears in Collections:	Информационные технологии и нанотехнологии

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