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dc.contributor.authorLiew, AWC
dc.contributor.authorYan, H
dc.contributor.authorYang, MS
dc.date.accessioned2017-05-03T15:20:15Z
dc.date.available2017-05-03T15:20:15Z
dc.date.issued2005
dc.date.modified2009-08-18T05:55:50Z
dc.identifier.issn0031-3203
dc.identifier.doi10.1016/j.patcog.2005.02.019
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.
dc.description.peerreviewedYes
dc.description.publicationstatusYes
dc.languageEnglish
dc.language.isoeng
dc.publisherPergamon
dc.publisher.placeUnited Kingdom
dc.publisher.urihttp://www.sciencedirect.com/science/journal/00313203
dc.relation.ispartofstudentpublicationN
dc.relation.ispartofpagefrom2055
dc.relation.ispartofpageto2073
dc.relation.ispartofissue11
dc.relation.ispartofjournalPattern Recognition
dc.relation.ispartofvolume38
dc.rights.retentionY
dc.subject.fieldofresearchInformation systems
dc.subject.fieldofresearchcode4609
dc.titlePattern Recognition Techniques for the Emerging Field of Bioinformatics: A Review
dc.typeJournal article
dc.type.descriptionC1 - Articles
dc.type.codeC - Journal Articles
gro.rights.copyright© 2005 Elsevier. Please refer to the journal's website for access to the definitive, published version.
gro.date.issued2005
gro.hasfulltextNo Full Text
gro.griffith.authorLiew, Alan Wee-Chung


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