vix.ing · top · new · best · stats · spec

Signal processing and statistical methods in analysis of text and DNA

2004/04/07 by Matthew J. Berryman, Andrew Allison, Pedro Carpena +1
Physics and Astronomy · #physics.data-an

paper · pdf

published as Proc. SPIE 4937, Biomedical Applications of Micro- and Nanoengineering, Ed. Dan V. Nicolau, Melbourne, Australia, December 2002, pp231-240 · 10 pages, 5 figures

arxiv created 2004/04/07 · arxiv updated 2009/12/01

Abstract

A number of signal processing and statistical methods can be used in analyzing either pieces of text or DNA sequences. These techniques can be used in a number of ways, such as determining authorship of documents, finding genes in DNA, and determining phylogenetic and linguistic trees. Signal processing methods such as spectrograms provide useful new tools in the area of genomic information science. In particular, fractal analysis of DNA ``signals'' has provided a new way of classifying organisms.

Related