About: Predictive System for Multivariate Time Series

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	Prediction is one of the tasks being solved by humans everyday. When encountering a complex and possibly dynamic domain containing a large number of possible dependencies, the predictive task can become too difficult to be solved by usual common sense reasoning. This article introduces Open Prediction System (OPS) - a system that helps to develop predictive models automatically. It represents a general predictive system applicable in a wide range of problem domains. The special attention is paid to the tasks of prediction in multivariate time series motivated by problems common for utility companies that distribute and control the transport of their applicable commodity. General issues of forecasting are discussed together with OPS predictive methodology implemented. Examples of case studies of such system are also included. Prediction is one of the tasks being solved by humans everyday. When encountering a complex and possibly dynamic domain containing a large number of possible dependencies, the predictive task can become too difficult to be solved by usual common sense reasoning. This article introduces Open Prediction System (OPS) - a system that helps to develop predictive models automatically. It represents a general predictive system applicable in a wide range of problem domains. The special attention is paid to the tasks of prediction in multivariate time series motivated by problems common for utility companies that distribute and control the transport of their applicable commodity. General issues of forecasting are discussed together with OPS predictive methodology implemented. Examples of case studies of such system are also included. (en)
Title	Predictive System for Multivariate Time Series Predictive System for Multivariate Time Series (en)
skos:prefLabel	Predictive System for Multivariate Time Series Predictive System for Multivariate Time Series (en)
skos:notation	RIV/68407700:21230/05:00108731!RIV10-MSM-21230___
http://linked.open...avai/riv/aktivita	V
http://linked.open...avai/riv/aktivity	V
http://linked.open...iv/cisloPeriodika	6 (SI)
http://linked.open...vai/riv/dodaniDat	2010
http://linked.open...aciTvurceVysledku	Vlček, Tomáš Kléma, Jiří
http://linked.open.../riv/druhVysledku	J - Článek v odborném periodiku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	České vysoké učení technické v Praze / Fakulta elektrotechnická
http://linked.open...dnocenehoVysledku	537776
http://linked.open...ai/riv/idVysledku	RIV/68407700:21230/05:00108731
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	Distribution network; decision making; decision support; prediction; utility company (en)
http://linked.open.../riv/klicoveSlovo	utility company decision making prediction Distribution network decision support
http://linked.open...odStatuVydavatele	CZ - Česká republika
http://linked.open...ontrolniKodProRIV	[482D06A79743]
http://linked.open...i/riv/nazevZdroje	Automa
http://linked.open...in/vavai/riv/obor	JC
http://linked.open...ichTvurcuVysledku	2 (xsd:int)
http://linked.open...cetTvurcuVysledku	3 (xsd:int)
http://linked.open...UplatneniVysledku	2005
http://linked.open...v/svazekPeriodika	12
http://linked.open...iv/tvurceVysledku	Kléma, Jiří Vlček, Tomáš
issn	1210-9592
number of pages	3 (xsd:int)
http://localhost/t...ganizacniJednotka	21230
is http://linked.open...avai/riv/vysledek of	Predictive System for Multivariate Time Series

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