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dc.contributor.authorLiew, Alan Wee-Chungen_US
dc.contributor.authorYan, Hongen_US
dc.contributor.authorYang, Mengsuen_US
dc.date.accessioned2017-05-03T15:20:15Z
dc.date.available2017-05-03T15:20:15Z
dc.date.issued2005en_US
dc.date.modified2009-08-18T05:55:50Z
dc.identifier.issn00313203en_US
dc.identifier.doi10.1016/j.patcog.2005.02.019en_AU
dc.identifier.urihttp://hdl.handle.net/10072/24904
dc.description.abstractThe emerging field of bioinformatics has recently created much interest in the computer science and engineering communities. With the wealth ofsequence data in many public online databases and the huge amount ofdata generated from the Human Genome Project, computer analysis has become indispensable. This calls for novel algorithms and opens up new areas of applications for many pattern recognition techniques. In this article, we review two major avenues of research in bioinformatics, namely DNA sequence analysis and DNA microarray data analysis. In DNA sequence analysis, we focus on the topics of sequence comparison and gene recognition. For DNA microarray data analysis, we discuss key issues such as image analysis for gene expression data extraction, data pre-processing, clustering analysis for pattern discovery and gene expression time series data analysis. We describe current methods and show how computational techniques could be useful in these areas. It is our hope that this review article could demonstrate how the pattern recognition community could have an impact on the fascinating and challenging area of genomic research.en_US
dc.description.peerreviewedYesen_US
dc.description.publicationstatusYesen_AU
dc.languageEnglishen_US
dc.language.isoen_AU
dc.publisherPergamonen_US
dc.publisher.placeUnited Kingdomen_US
dc.publisher.urihttp://www.sciencedirect.com/science/journal/00313203en_AU
dc.relation.ispartofstudentpublicationNen_AU
dc.relation.ispartofpagefrom2055en_US
dc.relation.ispartofpageto2073en_US
dc.relation.ispartofissue11en_US
dc.relation.ispartofjournalPattern Recognitionen_US
dc.relation.ispartofvolume38en_US
dc.rights.retentionYen_AU
dc.subject.fieldofresearchcode280207en_US
dc.subject.fieldofresearchcode270201en_US
dc.titlePattern Recognition Techniques for the Emerging Field of Bioinformatics: A Reviewen_US
dc.typeJournal articleen_US
dc.type.descriptionC1 - Peer Reviewed (HERDC)en_US
dc.type.codeC - Journal Articlesen_US
gro.rights.copyrightCopyright 2005 Elsevier. Please refer to the journal's website for access to the definitive, published version.en_AU
gro.date.issued2005
gro.hasfulltextNo Full Text


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