منابع مشابه
Genomic Signal Processing
1Department of Electrical and Computer Engineering, Texas A&M University, College Station, TX 77843, USA 2Department of Computer Science and Engineering, University of Minnesota Twin Cities, Minneapolis, MN 55455, USA 3Department of Information and Computer Science, Aalto University, Espoo 00076, Finland 4Department of Electrical and Computer Engineering, University of Texas, Austin, TX 78712, USA
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Genomic signal processing (GSP) methods which convert DNA data to numerical values have recently been proposed, which would offer the opportunity of employing existing digital signal processing methods for genomic data. One of the most used methods for exploring data is cluster analysis which refers to the unsupervised classification of patterns in data. In this paper, we propose a novel approa...
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Data on genome structural and functional features for various organisms is being accumulated and analyzed in laboratories all over the world, from the small university or clinical hospital laboratories to the large laboratories of pharmaceutical companies and specialized institutions, both state owned and private. This data is stored, managed, and analyzed on a large variety of computing system...
متن کاملGenomic Signal Processing: The Salient Issues
This paper considers key issues in the emerging field of genomic signal processing and its relationship to functional genomics. It focuses on some of the biological mechanisms driving the development of genomic signal processing, in addition to their manifestation in gene-expression-based classification and genetic network modeling. Certain problems are inherent. For instance, small-sample erro...
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ژورنال
عنوان ژورنال: EURASIP Journal on Advances in Signal Processing
سال: 2011
ISSN: 1687-6180
DOI: 10.1155/2010/137263