Interactive visual analysis of multidimensional geometric data

dc.contributor.authorMilman, Igal
dc.contributor.authorPilyugin, Victor V.
dc.contributor.editorSkala, Václav
dc.date.accessioned2018-05-18T12:07:35Z
dc.date.available2018-05-18T12:07:35Z
dc.date.issued2016
dc.description.abstractOne of the most important tasks in modern world is to find solutions to problems of processing and analyzing multidimensional data. In this paper we present an approach for cluster analysis of multidimensional geometric data. Some definitions and extensions of classical cluster analysis problem is given. Our approach is based on the visualization method. Suggested approach allows us to analyze multidimensional data and distances in multidimensional Euclidean space using three-dimensional spatial scenes and shows an easy way for cluster analysis and anomaly discovery. An example of solving the problem of analysis of financial multidimensional data of credit organizations is also presented.en
dc.format6 s.cs
dc.format.mimetypeapplication/pdf
dc.identifier.citationWSCG '2016: short communications proceedings: The 24th International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision 2016 in co-operation with EUROGRAPHICS: University of West Bohemia, Plzen, Czech RepublicMay 30 - June 3 2016, p. 233-238.en
dc.identifier.isbn978-80-86943-58-9
dc.identifier.issn2464-4617
dc.identifier.uriwscg.zcu.cz/WSCG2016/!!_CSRN-2602.pdf
dc.identifier.urihttp://hdl.handle.net/11025/29708
dc.language.isoenen
dc.publisherVáclav Skala - UNION Agencyen
dc.relation.ispartofseriesWSCG '2016: short communications proceedingsen
dc.rights© Václav Skala - UNION Agencycs
dc.rights.accessopenAccessen
dc.subjectvizuální analýzacs
dc.subjectanalýza klasterůcs
dc.subjectmultidimenzionální analýza datcs
dc.subjectvizualizacecs
dc.subject.translatedvisual analysisen
dc.subject.translatedcluster analysisen
dc.subject.translatedmultidimensional data analysisen
dc.subject.translatedvisualizationen
dc.titleInteractive visual analysis of multidimensional geometric dataen
dc.typekonferenční příspěvekcs
dc.typeconferenceObjecten
dc.type.statusPeer-revieweden
dc.type.versionpublishedVersionen

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