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dc.contributor.authorBarton, Stanislav
dc.contributor.authorGouet-Brunet, Valérie
dc.contributor.authorRukoz, Marta
dc.contributor.authorCharbuillet, Christophe
dc.contributor.authorPeeters, Geoffroy
dc.date.accessioned2010-04-12T10:22:41Z
dc.date.available2010-04-12T10:22:41Z
dc.date.issued2010
dc.identifier.urihttps://basepub.dauphine.fr/handle/123456789/3925
dc.descriptionLa version attachée est celle d'un rapport de recherche (CEDRIC Research Report n°1892) A mettre en ligne 1re semaine de mai.en
dc.language.isoenen
dc.subjectVisual contenten
dc.subjectAudio contenten
dc.subjectData Analysisen
dc.subject.ddc006en
dc.titleEstimating the Indexability of Multimedia Descriptors for Similarity Searchingen
dc.typeCommunication / Conférence
dc.description.abstractenA study on properties of data sets representing public domain audio and visual content and their relation to their indexability is presented. Data analysis considers the pairwise distance distributions and various techniques to estimate the true intrinsic dimensionality of the studied data. One own alternative to dimensionality estimation is also presented. These results are contrasted with the indexability results gathered using indexing techniques M-Tree, LSH and hierarchical k-means tree.en
dc.identifier.citationpages15en
dc.description.sponsorshipprivateouien
dc.subject.ddclabelMéthodes informatiques spécialesen
dc.relation.conftitleRIAO'2010: 9th RIAO Conference on Adaptivity, Personalization and Fusion of Heterogenous Informationen
dc.relation.confdate2010-04
dc.relation.confcityParisen
dc.relation.confcountryFranceen


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