About: Multiscale Analysis of False Neighbors for State Space Reconstruction of Complicated Systems

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

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
rdfs:seeAlso	http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=5949517
Description	This paper introduces Multiscale False Neighbors Analysis (MSFNA) as a supporting tool for state space reconstruction for real-data based modeling techniques. Common false neighbors analysis evaluates uncertainty in mapping of input data to output data for a single setup of radii that define neighborhood and whose correct definition is usually unknown. Contrary to common false neighbors analysis, MSFNA evaluates uncertainty of input-output mapping data by evaluation of false neighbors along the whole intervals of radii that results in overall characterization of uncertainty in input-output data. The power-law concept is applied to the MSFNA as a supportive technique for characterization of uncertainty in data. The proposed MSFNA is demonstrated on comparison of various estimations of state vectors of an artificial plant as well as a real power plant coal burning furnace. This paper introduces Multiscale False Neighbors Analysis (MSFNA) as a supporting tool for state space reconstruction for real-data based modeling techniques. Common false neighbors analysis evaluates uncertainty in mapping of input data to output data for a single setup of radii that define neighborhood and whose correct definition is usually unknown. Contrary to common false neighbors analysis, MSFNA evaluates uncertainty of input-output mapping data by evaluation of false neighbors along the whole intervals of radii that results in overall characterization of uncertainty in input-output data. The power-law concept is applied to the MSFNA as a supportive technique for characterization of uncertainty in data. The proposed MSFNA is demonstrated on comparison of various estimations of state vectors of an artificial plant as well as a real power plant coal burning furnace. (en)
Title	Multiscale Analysis of False Neighbors for State Space Reconstruction of Complicated Systems Multiscale Analysis of False Neighbors for State Space Reconstruction of Complicated Systems (en)
skos:prefLabel	Multiscale Analysis of False Neighbors for State Space Reconstruction of Complicated Systems Multiscale Analysis of False Neighbors for State Space Reconstruction of Complicated Systems (en)
skos:notation	RIV/68407700:21220/11:00188404!RIV13-MSM-21220___
http://linked.open...avai/riv/aktivita	P S
http://linked.open...avai/riv/aktivity	P(FR-TI1/538), S
http://linked.open...vai/riv/dodaniDat	2013
http://linked.open...aciTvurceVysledku	Bukovský, Ivo Malý, Vladimír
http://linked.open.../riv/druhVysledku	D - Článek ve sborníku
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 strojní
http://linked.open...dnocenehoVysledku	214338
http://linked.open...ai/riv/idVysledku	RIV/68407700:21220/11:00188404
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	multiscale analysis; power law; false neighbors; state vector; complicated dynamic system; data based modelling (en)
http://linked.open.../riv/klicoveSlovo	power law false neighbors state vector complicated dynamic system data based modelling multiscale analysis
http://linked.open...ontrolniKodProRIV	[F21F6F9D40B2]
http://linked.open...v/mistoKonaniAkce	Paris
http://linked.open...i/riv/mistoVydani	New York
http://linked.open...i/riv/nazevZdroje	Merging Fields Of Computational Intelligence and Sensor Technology (CompSens), 2011 IEEE Workshop On
http://linked.open...in/vavai/riv/obor	BC
http://linked.open...ichTvurcuVysledku	2 (xsd:int)
http://linked.open...cetTvurcuVysledku	4 (xsd:int)
http://linked.open...vavai/riv/projekt	Measurement technology for advanced combustion control
http://linked.open...UplatneniVysledku	2011
http://linked.open...iv/tvurceVysledku	Bukovský, Ivo Kinsner, W. Krehlik, K. Malý, Vladimír
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open...ain/vavai/riv/wos	000302993800010
http://linked.open.../riv/zahajeniAkce	2011-04-11 (xsd:date)
number of pages	8 (xsd:int)
http://bibframe.org/vocab/doi	10.1109/MFCIST.2011.5949517
http://purl.org/ne...btex#hasPublisher	IEEE
https://schema.org/isbn	978-1-4244-9912-0
http://localhost/t...ganizacniJednotka	21220

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