Biology – Quantitative Biology – Genomics
Scientific paper
2009-04-17
Biology
Quantitative Biology
Genomics
IEEEtran class, 39 pages, 20 figures
Scientific paper
In this paper, we describe the context sensitivity problem encountered in partitioning a heterogeneous biological sequence into statistically homogeneous segments. After showing signatures of the problem in the bacterial genomes of Escherichia coli K-12 MG1655 and Pseudomonas syringae DC3000, when these are segmented using two entropic segmentation schemes, we clarify the contextual origins of these signatures through mean-field analyses of the segmentation schemes. Finally, we explain why we believe all sequence segmentation schems are plagued by the context sensitivity problem.
Cartinhour Samuel W.
Cheong Siew-Ann
Myers Christopher R.
Schneider David J.
Stodghill Paul
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