Mathematical Problems in Engineering · 2010 · 105 citations · 37 references
Life SciencesBioinformaticsMolecular BiologyGenomic Data AnalysisSequence AnalysisTime Series AnalysisFractal GeometryNucleic Acid StructureDna Sequence AnalysisFractal AnalysisNonlinear Time-series AnalysisSymmetriesWavelet AnalysisWavelet TransformWavelet-based AnalysisWavelet-based Pattern Analysis
This paper deals with the digital complex representation of a DNA sequence and the analysis of existing correlations by wavelets. The symbolic DNA sequence is mapped into a nonlinear time series. By studying this time series the existence of fractal shapes and symmetries will be shown. At first step, the indicator matrix enables us to recognize some typical patterns of nucleotide distribution. The DNA sequence, of the influenza virus A (H1N1), is investigated by using the complex representation, together with the corresponding walks on DNA; in particular, it is shown that DNA walks are fractals. Finally, by using the wavelet analysis, the existence of symmetries is proven.
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Long-range correlations in nucleotide sequences
Chung‐Kang Peng, Sergey V. Buldyrev, Ary L. Goldberger et al. · Nature · 1992 · 1.4K citations