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Iranian Journal of Chemistry and Chemical Engineering، جلد ۳۱، شماره ۲، صفحات ۱۱۱-۱۱۶
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| عنوان فارسی |
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| چکیده فارسی مقاله |
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| کلیدواژه‌های فارسی مقاله |
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| عنوان انگلیسی |
Finding Exact and Solo LTR-Retrotransposons in Biological Sequences Using SVM |
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| چکیده انگلیسی مقاله |
Finding repetitive subsequences in genome is a challengeable problem in bioinformatics research area. A lot of approaches have been proposed to solve the problem, which could be divided to library base and de novo methods. The library base methods use predetermined repetitive genome’s subsequences, where library-less methods attempt to discover repetitive subsequences by analytical approaches. In this article we propose novel de novo methodology which stands on theory of pattern recognition’s science. Our methodology by using Support Vector Machine (SVM) classification and clustering methods could extract exact and Solo LTR-retrotransposons. This methodology issued to show complexity efficiency and applicability of the pattern recognition theories in bioinformatics and biomathematics research areas.We demonstrate applicability of our methodology by comparing its results with other well-known de novo method. Both applications return classes of discovered repetitive subsequences, were their results when had applied on show more that 90 percents similarities. |
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| کلیدواژه‌های انگلیسی مقاله |
LTR,Support Vector Machine,DNA repeact,Repetitive sequence |
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| نویسندگان مقاله |
حسام ترابی دشتی | torabi dashti
laboratory of systems biology and bioinformatics lbb , institute of biochemistry and biophysics and center of excellence in biomathematics, university of tehran, tehran, i.r. iran
سازمان اصلی تایید شده: مرکز تحقیقات بیوشیمی و بیوفیزیک (Institute of biochemistry and biophysics)
علی مسعودی نژاد | masoudi nejad
laboratory of systems biology and bioinformatics lbb , institute of biochemistry and biophysics and center of excellence in biomathematics, university of tehran, tehran, i.r. iran
سازمان اصلی تایید شده: مرکز تحقیقات بیوشیمی و بیوفیزیک (Institute of biochemistry and biophysics)
فاطمه زارع |
laboratory of systems biology and bioinformatics lbb , institute of biochemistry and biophysics and center of excellence in biomathematics, university of tehran, tehran, i.r. iran
سازمان اصلی تایید شده: مرکز تحقیقات بیوشیمی و بیوفیزیک (Institute of biochemistry and biophysics)
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| نشانی اینترنتی |
http://www.ijcce.ac.ir/article_5998_d65726fdbddfb154f4039913065df070.pdf |
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| زبان مقاله منتشر شده |
en |
| موضوعات مقاله منتشر شده |
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