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dc.contributor.authorCheng, KO
dc.contributor.authorLaw, NF
dc.contributor.authorSiu, WC
dc.contributor.authorLiew, AWC
dc.contributor.editorPham, TD
dc.contributor.editorZhou, X
dc.date.accessioned2017-05-03T15:20:35Z
dc.date.available2017-05-03T15:20:35Z
dc.date.issued2007
dc.date.modified2009-10-16T05:19:59Z
dc.identifier.isbn978-0-7354-0466-3
dc.identifier.issn0094-243X
dc.identifier.refurihttp://www.it.jcu.edu.au/~pham/CMLS07/CMLS07.htm
dc.identifier.doi10.1063/1.2816614
dc.identifier.urihttp://hdl.handle.net/10072/18029
dc.description.abstractThe parallel coordinate (PC) plot is a powerful visualization tools for high-dimensional data. In this paper, we explore its usage on gene expression data analysis. We found that both the additive-related and the multiplicative-related coherent genes exhibit special patterns in the PC plots. One-dimensional clustering can then be applied to detect these patterns. Besides, a split-and-merge mechanism is employed to find the biggest coherent subsets inside the gene expression matrix. Experimental results showed that our proposed algorithm is effective in detecting various types of biclusters. In addition, the biclustering results can be visualized under a 2D setting, in which objective and subjective cluster quality evaluation can be performed.
dc.description.peerreviewedYes
dc.description.publicationstatusYes
dc.format.extent79258 bytes
dc.format.extent19930 bytes
dc.format.mimetypeapplication/pdf
dc.format.mimetypetext/plain
dc.languageEnglish
dc.language.isoeng
dc.publisherAmerican Institute of Physics
dc.publisher.placeUSA
dc.publisher.urihttps://aip.scitation.org/toc/apc/952/1
dc.relation.ispartofstudentpublicationN
dc.relation.ispartofconferencename1st International Symposium on Computational Models for Life Science
dc.relation.ispartofconferencetitleCOMPUTATIONAL MODELS FOR LIFE SCIENCES (CMLS 07)
dc.relation.ispartofdatefrom2007-12-17
dc.relation.ispartofdateto2007-12-19
dc.relation.ispartoflocationGold Coast, AUSTRALIA
dc.relation.ispartofpagefrom114
dc.relation.ispartofpageto+
dc.relation.ispartofvolume952
dc.rights.retentionY
dc.subject.fieldofresearchcode280207
dc.subject.fieldofresearchcode270201
dc.titleBiclusters visualization and detection using parallel coordinate plots
dc.typeConference output
dc.type.descriptionE1 - Conferences
dc.type.codeE - Conference Publications
gro.rights.copyright© 2007 American Institute of Physics. The attached file is reproduced here in accordance with the copyright policy of the publisher. Use hypertext link for access to the conference website.
gro.date.issued2007
gro.hasfulltextFull Text
gro.griffith.authorLiew, Alan Wee-Chung


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

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