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dc.contributor.authorŞensoy, Murat
dc.contributor.authorKaplan, L.
dc.contributor.authorAyci, Gönül
dc.contributor.authorde Mel, G.
dc.date.accessioned2016-02-15T07:33:15Z
dc.date.available2016-02-15T07:33:15Z
dc.date.issued2015
dc.identifier.isbn978-098244386-6
dc.identifier.urihttp://hdl.handle.net/10679/2151
dc.identifier.urihttp://ieeexplore.ieee.org/xpl/articleDetails.jsp?reload=true&arnumber=7266610
dc.descriptionDue to copyright restrictions, the access to the full text of this article is only available via subscription.
dc.description.abstractInformation is critical in almost all decision making processes. Therefore, it is important to get the right information at the right time from the right sources. However, information sources may behave differently while providing information - i.e., they may provide unreliable, erroneous, noisy, or misleading information deliberately or unintentionally. Motivated by this observation, in this paper, we propose a statistical information fusion approach based on behavior estimation. Our approach transforms the conveyed information into more useful form by tempering them with the estimated behaviors of sources. Through extensive simulations, we have shown that our approach has a lower computational complexity, and achieves significantly low behavior estimation and fusion errors.
dc.description.sponsorshipU.S. Army Research Laboratory ; U.K. Ministry of Defence ; TÜBİTAK
dc.language.isoengen_US
dc.publisherIEEE
dc.relationinfo:turkey/grantAgreement/TUBITAK/113E238
dc.relation.ispartofInformation Fusion (Fusion), 2015 18th International Conference on
dc.rightsrestrictedAccess
dc.titleFUSE-BEE: Fusion of subjective opinions through behavior estimationen_US
dc.typeConference paperen_US
dc.peerreviewedyes
dc.publicationstatuspublisheden_US
dc.contributor.departmentÖzyeğin University
dc.contributor.authorID(ORCID 0000-0001-8806-4508 & YÖK ID 41438) Şensoy, Murat
dc.contributor.ozuauthorŞensoy, Murat
dc.identifier.startpage558
dc.identifier.endpage565
dc.identifier.wosWOS:000389523300075
dc.subject.keywordsInformation fusion
dc.subject.keywordsSubjective logic
dc.subject.keywordsDirichlet distributions
dc.subject.keywordsBehavior estimation
dc.identifier.scopusSCOPUS:2-s2.0-84960539337
dc.contributor.ozugradstudentAyci, Gönül
dc.contributor.authorMale1
dc.contributor.authorFemale1
dc.relation.publicationcategoryConference Paper - International - Institutional Academic Staff and Graduate Student


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