Genomic signal processing for DNA sequence clustering
نویسندگان
چکیده
منابع مشابه
Genomic signal processing for DNA sequence clustering
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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The theory and methods of digital signal processing (DSP) are becoming increasingly important in molecular biology. However, since DNA sequences are strings of characters, numerical values should be associated with the sequences before techniques in DSP can be applied to DNA sequence analysis. Ways of conversion varies, but each with its suitable applications. Intended for engineers devoted to ...
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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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by Petros T. Boufounos Submitted to the Department of Electrical Engineering and Computer Science in partial fulfillment of the requirements for the degrees of Bachelor of Science in Electrical Engineering and Computer Science and Master of Engineering in Electrical Engineering and Computer Science at the MASSACHUSETTS INSTITUTE OF TECHNOLOGY June, 2002 Massachusetts Institute of Technology, ...
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ژورنال
عنوان ژورنال: PeerJ
سال: 2018
ISSN: 2167-8359
DOI: 10.7717/peerj.4264