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A Survey on Genomic Sequence Alignment
PhD Qualifying Examination
Title: "A Survey on Genomic Sequence Alignment"
by
Mr. Ge BAI
Abstract:
Sequence alignment is a fundamental problem in bioinformatics.Given two
genomic sequences or fragments (called reads), a sequence aligner locates
similar regions between the two strings and matches them character by
character to maximize some similarity measure.
This survey reviews a collection of representative algorithms in
genomic sequence alignment. In particular, traditional alignment
algorithms deal with long sequences and typically perform global
alignment, i.e., matching the two entire sequences end to end. To reduce
the search space, long read alignment often adopts heuristics. In
comparison, recent techniques focus on short read alignment in which a
large number of short reads of a length of 30-100 base pairs produced from
next-generation sequencing (NGS) machines are matched against a long
reference sequence. To speed up the local alignment of these short reads
on the long sequence, indexing techniques based on the suffix tree or
hashing have been proposed. As such, the two categories of algorithms
share some commonality in the general problem handled but have their own
strengths and weaknesses.
Date: Tuesday, 29 January 2013
Time: 2:00pm - 4:00pm
Venue: Room 3501
lifts 25/26
Committee Members: Dr. Qiong Luo (Supervisor)
Prof. Dik-Lun Lee (Chairperson)
Prof. Frederick Lochovsky
Prof. Dimitris Papadias
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