کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
7374827 1480064 2018 27 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Phylogenetic analysis of DNA sequences based on fractional Fourier transform
موضوعات مرتبط
مهندسی و علوم پایه ریاضیات فیزیک ریاضی
پیش نمایش صفحه اول مقاله
Phylogenetic analysis of DNA sequences based on fractional Fourier transform
چکیده انگلیسی
Phylogenetic analysis of molecular sequences for inferring evolutionary relationships is an essential problem in biology. In this paper, we make an extension of Power Spectrum Moments method based on discrete fractional Fourier transform for phylogenetic analysis. DNA sequences are first converted into numeric sequences, and discrete fractional Fourier transform is then used on these numeric sequences to compute power spectra. By extracting a new j th moment feature based on power spectra, distance matrix is constructed and phylogenetic tree is built. Moreover, we give a guideline for choosing an appropriate order p of discrete fractional Fourier transform through simulation strategy and Friedman test. Our method is tested on three real datasets. Comparing with the Power Spectrum Moments method based on discrete Fourier transform and d2∗ measure, the results of phylogenetic trees demonstrate that our method is more efficient in inferring biological relationships.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Physica A: Statistical Mechanics and its Applications - Volume 509, 1 November 2018, Pages 795-808
نویسندگان
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