About: BAYESIAN DECISION MAKING TO SUPPORT CHANGE DETECTION IN COMPLEX MANUFACTURING SYSTEMS

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An Entity of Type : http://linked.opendata.cz/ontology/domain/vavai/Projekt, within Data Space : linked.opendata.cz associated with source document(s)

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rdf:type	http://linked.opendata.cz/ontology/domain/vavai/Projekt
Description	An enduring problem in FDI is that of characterizing the dynamics of complex systems. This is a key step towards feature extraction. The difficulty stems from the fact that in many cases it is not possible to derive a suitable model from the first principles. Given historical data, the typical way to proceed is via data projection into latent structures or by using integral transforms (orthogonal decomposition). Two main topics are addressed within the proposal: (1) Employment of Bayesian framework as systematic approach to feature extraction via exploiting on-line and historical process data available. The considered solution supposes dynamic probabilistic mixture modelling of the underlying process. The probabilistic extraction of information from process data allows us to overcome the dependence on application and does not require detailed knowledge of system dynamics. Furthermore, the related algorithms and used techniques mostly have a long tradition and already proved to be efficient and acc (en) An enduring problem in FDI is that of characterizing the dynamics of complex systems. This is a key step towards feature extraction. The difficulty stems from the fact that in many cases it is not possible to derive a suitable model from the first principles. Given historical data, the typical way to proceed is via data projection into latent structures or by using integral transforms (orthogonal decomposition). Two main topics are addressed within the proposal: (1) Employment of Bayesian framework as systematic approach to feature extraction via exploiting on-line and historical process data available. The considered solution supposes dynamic probabilistic mixture modelling of the underlying process. The probabilistic extraction of information from process data allows us to overcome the dependence on application and does not require detailed knowledge of system dynamics. Furthermore, the related algorithms and used techniques mostly have a long tradition and already proved to be efficient and acc (cs)
Title	BAYESIAN DECISION MAKING TO SUPPORT CHANGE DETECTION IN COMPLEX MANUFACTURING SYSTEMS (en) BAYESIAN DECISION MAKING TO SUPPORT CHANGE DETECTION IN COMPLEX MANUFACTURING SYSTEMS (cs)
http://linked.open...vai/cislo-smlouvy	http://linked.opendata.cz/resource/domain/vavai/cep/smlouva/9186/2008-32
http://linked.open...lsi-vedlejsi-obor	http://linked.opendata.cz/resource/domain/vavai/cep/obor/JS
http://linked.open...avai/druh-souteze	http://linked.opendata.cz/resource/domain/vavai/cep/druh-souteze/VS
http://linked.open...domain/vavai/faze	http://linked.opendata.cz/resource/domain/vavai/cep/faze/36420971
http://linked.open...vavai/hlavni-obor	http://linked.opendata.cz/resource/domain/vavai/cep/obor/BD
http://linked.open...vai/vedlejsi-obor	http://linked.opendata.cz/resource/domain/vavai/cep/obor/BC
http://linked.open...vavai/id-aktivity	http://linked.opendata.cz/resource/domain/vavai/cep/aktivita/ME
http://linked.open.../vavai/id-souteze	http://linked.opendata.cz/resource/domain/vavai/cep/soutez/SMSM2008ME3
http://linked.open...n/vavai/kategorie	http://linked.opendata.cz/resource/domain/vavai/cep/kategorie/3
http://linked.open...vai/klicova-slova	Modelling of complex systems; Fault detection; Bayesian estimation; Adaptive control (en)
http://linked.open...avai/konec-reseni	2008-12-31 (xsd:date)
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http://linked.open...avai/poskytovatel	http://linked.opendata.cz/resource/domain/vavai/cep/poskytovatel/MSM
http://linked.open...avai/start-reseni	2008-01-01 (xsd:date)
http://linked.open...ai/statni-podpora	80 (xsd:integer)
http://linked.open...vavai/typProjektu	http://linked.opendata.cz/resource/domain/vavai/cep/typ/P
http://linked.open...ai/uznane-naklady	80 (xsd:integer)
http://linked.open...ai/pocet-prijemcu	1 (xsd:integer)
http://linked.open...cet-spoluprijemcu	0 (xsd:integer)
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is http://linked.open...ain/vavai/projekt of	http://linked.opendata.cz/resource/domain/vavai/cep/ucast/2008/MEB090607/ico-67985556 http://linked.opendata.cz/resource/domain/vavai/cep/ucast/2009/MEB090607/ico-67985556

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