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Variable penalty dynamic time warping code for aligning mass spectrometry chromatograms in R
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نویسنده
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clifford d. ,stone g.
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منبع
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journal of statistical software - 2012 - دوره : 47 - شماره : 0
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چکیده
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Aligment of mass spectrometry (ms) chromatograms is sometimes required prior to sample comparison and data analysis. without alignment,direct comparison of chromatograms would lead to inaccurate results. we demonstrate a new method for computing a high quality alignment of full length ms chromatograms using variable penalty dynamic time warping. this method aligns signals using local linear shifts without excessive warping that can alter the shape (and area) of chromatogram peaks. the software is available as the r package vpdtw on the comprehensive r archive network and we highlight how one can use this package here.
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کلیدواژه
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Alignment; Chromatogram; Dilation; DTW; GC-MS; LC-MS
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آدرس
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division of mathematics,informatics and statistics,commonwealth scientific and industrial research organisation (csiro),po box 2583,brisbane,qld 4001, Australia, school of computing,engineering and mathematics,university of western sydney,locked bay 1797,penrith,nsw 2751, Australia
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Authors
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