Show simple item record

dc.contributor.convenorDickson Lukose
dc.contributor.authorDarcy, Peter
dc.contributor.authorStantic, Bela
dc.contributor.authorSattar, Abdul
dc.contributor.editorPatricia Anthony, Tan Yew Seng & Dickson Lukose
dc.date.accessioned2017-05-03T11:26:24Z
dc.date.available2017-05-03T11:26:24Z
dc.date.issued2009
dc.date.modified2010-07-09T07:52:47Z
dc.identifier.refurihttp://www.mimos.my/mjcai2009/index.html
dc.identifier.urihttp://hdl.handle.net/10072/31950
dc.description.abstractThe alluring promise of a system that would effortlessly identify a mass of objects has been the goal of all research towards Radio Frequency Identification. Unfortunately, in reality, several problems such as missed readings hinder RFID from being as globally utilised as it should be. In this investigation, we present a /emph{Deferred Bayesian Network} solution that has obtained its network configuration through means of /emph{Genetic Algorithm} training. From this research, we have found the optimal amount of chromosomes required to ensure the highest possible result. Additionally, we have compared our methodology with that of a static bayesian network from previous research and have discovered that our trained algorithm yields a cleaner data set result.
dc.description.peerreviewedYes
dc.description.publicationstatusYes
dc.languageEnglish
dc.language.isoeng
dc.publisherStake Serier MIMOS BERHAD
dc.publisher.placeKulala Lumpur, Malaysia
dc.publisher.urihttp://www.mimos.my/
dc.relation.ispartofstudentpublicationN
dc.relation.ispartofconferencenameFirst Malaysian Joint Conference on Artificial Intelligence
dc.relation.ispartofconferencetitleProceedings of the First Malaysian Joint Conference on Artificial Intelligence (MJCAI 2009)
dc.relation.ispartofdatefrom2009-07-14
dc.relation.ispartofdateto2009-07-16
dc.relation.ispartoflocationKulala Lumpur, Malaysia
dc.rights.retentionY
dc.subject.fieldofresearchDatabase Management
dc.subject.fieldofresearchcode080604
dc.titleAugmenting a Deferred Bayesian Network with a Genetic Algorithm to Correct Missed RFID Readings
dc.typeConference output
dc.type.descriptionE1 - Conferences
dc.type.codeE - Conference Publications
gro.facultyGriffith Sciences, School of Information and Communication Technology
gro.date.issued2009
gro.hasfulltextNo Full Text
gro.griffith.authorStantic, Bela
gro.griffith.authorSattar, Abdul
gro.griffith.authorDarcy, Peter J.


Files in this item

FilesSizeFormatView

There are no files associated with this item.

This item appears in the following Collection(s)

  • Conference outputs
    Contains papers delivered by Griffith authors at national and international conferences.

Show simple item record