dc.contributor.convenor | Dickson Lukose | |
dc.contributor.author | Darcy, Peter | |
dc.contributor.author | Stantic, Bela | |
dc.contributor.author | Sattar, Abdul | |
dc.contributor.editor | Patricia Anthony, Tan Yew Seng & Dickson Lukose | |
dc.date.accessioned | 2017-05-03T11:26:24Z | |
dc.date.available | 2017-05-03T11:26:24Z | |
dc.date.issued | 2009 | |
dc.date.modified | 2010-07-09T07:52:47Z | |
dc.identifier.refuri | http://www.mimos.my/mjcai2009/index.html | |
dc.identifier.uri | http://hdl.handle.net/10072/31950 | |
dc.description.abstract | The 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.peerreviewed | Yes | |
dc.description.publicationstatus | Yes | |
dc.language | English | |
dc.language.iso | eng | |
dc.publisher | Stake Serier MIMOS BERHAD | |
dc.publisher.place | Kulala Lumpur, Malaysia | |
dc.publisher.uri | http://www.mimos.my/ | |
dc.relation.ispartofstudentpublication | N | |
dc.relation.ispartofconferencename | First Malaysian Joint Conference on Artificial Intelligence | |
dc.relation.ispartofconferencetitle | Proceedings of the First Malaysian Joint Conference on Artificial Intelligence (MJCAI 2009) | |
dc.relation.ispartofdatefrom | 2009-07-14 | |
dc.relation.ispartofdateto | 2009-07-16 | |
dc.relation.ispartoflocation | Kulala Lumpur, Malaysia | |
dc.rights.retention | Y | |
dc.subject.fieldofresearch | Database Management | |
dc.subject.fieldofresearchcode | 080604 | |
dc.title | Augmenting a Deferred Bayesian Network with a Genetic Algorithm to Correct Missed RFID Readings | |
dc.type | Conference output | |
dc.type.description | E1 - Conferences | |
dc.type.code | E - Conference Publications | |
gro.faculty | Griffith Sciences, School of Information and Communication Technology | |
gro.date.issued | 2009 | |
gro.hasfulltext | No Full Text | |
gro.griffith.author | Stantic, Bela | |
gro.griffith.author | Sattar, Abdul | |
gro.griffith.author | Darcy, Peter J. | |