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dc.contributor.authorPobitzer, Armineng
dc.contributor.authorLež, Alaneng
dc.contributor.authorMatković, Krešimireng
dc.contributor.authorHauser, Helwigeng
dc.date.accessioned2012-06-22T11:51:56Z
dc.date.available2012-06-22T11:51:56Z
dc.date.issued2012eng
dc.identifier.citationProceedings of IEEE Pacific Visualization Symposium (PacificVis 2012), pp. 113-120en
dc.identifier.urihttp://hdl.handle.net/1956/5858
dc.description.abstractRecent work has shown the great potential of interactive flow analysis by the analysis of path lines. The choice of suitable attributes, describing the path lines, is, however, still an open question. This paper addresses this question performing a statistical analysis of the path line attribute space. In this way we are able to balance the usage of computing power and storage with the necessity to not loose relevant information. We demonstrate how a carefully chosen attribute set can improve the benefits of state-ofthe art interactive flow analysis. The results obtained are compared to previously published work.en
dc.language.isoengeng
dc.publisherIEEEeng
dc.relation.ispartof<a href="http://hdl.handle.net/1956/5856" target="blank">Interactive Visual Analysis of Time-dependent Flows: Physics- and Statistics-based Semantics</a>eng
dc.subjectdata analysiseng
dc.subjectdata visualisationeng
dc.subjectstatistical analysiseng
dc.subjectinteractive visual flow analysiseng
dc.subjectpath line analysiseng
dc.subjectpath line attribute spaceeng
dc.subjectstatistical analysiseng
dc.subjectstatistics-based dimension reductioneng
dc.titleA Statistics-based Dimension Reduction of the Space of Path Line Attributes for Interactive Visual Flow Analysiseng
dc.typePeer reviewedeng
dc.typeJournal articleeng
dc.subject.nsiVDP::Mathematics and natural science: 400::Information and communication science: 420::Simulation, visualization, signal processing, image processing: 429eng
dc.rights.holderCopyright IEEE. All rights reserved.
dc.type.versionacceptedVersioneng
bora.peerreviewedPeer reviewedeng
bibo.doihttp://dx.doi.org/10.1109/PacificVis.2012.6183581eng
dc.identifier.doihttp://dx.doi.org/10.1109/PacificVis.2012.6183581
dcterms.isPartOfhttp://hdl.handle.net/1956/5856


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