Title
Alignment with context dependent scoring function.
Abstract
In the paper by Gambin et al. (2002) we introduced the model of contextual alignment of biological sequences. It is an extension of the classical alignment, in which the cost of a substitution depends on the surrounding symbols. Consequently, in this model the cost of transforming one sequence into another depends on the order of editing operations. In this paper, we strengthen some of our results which concern reconstructing (the representation of) all the orders of operations which yield this optimal cost. We also present a procedure to construct context-dependent substitution tables and discuss the distribution of scores of local contextual alignment, which is shown to follow the extreme value distribution in the gap-free, reduced context case. We also demonstrate a linear time algorithm to compute the optimal local and global alignment without gaps.
Year
DOI
Venue
2006
10.1089/cmb.2006.13.81
JOURNAL OF COMPUTATIONAL BIOLOGY
Keywords
Field
DocType
contextual alignment,contextual substitution tables,local alignment,global alignment,order of substitutions
Computer science,Pairwise sequence alignment,Smith–Waterman algorithm,Artificial intelligence,Machine learning
Journal
Volume
Issue
ISSN
13.0
1
1066-5277
Citations 
PageRank 
References 
2
0.45
7
Authors
3
Name
Order
Citations
PageRank
Anna Gambin117720.88
Jerzy Tiuryn21210126.00
Jerzy Tyszkiewicz319837.49