[Sci-all-l] Computer Science Asprey Lecture
csdept
gohl at cs.vassar.edu
Wed Nov 1 12:44:32 EST 2006
>Computer Science
>
>Asprey Lecture Series
>
>Clare Congdon
>Colby College
>
>
>"It's Not "Junk": Using Genetic Algorithms to Search for Functional
>Regions in Noncoding DNA"
>
>1:00 pm, Friday, November 10, 2006
>OLB 105, Vassar College
>
>Abstract: Over 95 percent of our DNA does not directly code for
>genes. Formerly called junk DNA, it is now understood that some of
>these noncoding regions are functional... but determining which
>regions are functional is a complex problem. Our hypothesis is that
>regions of noncoding DNA that have been conserved across
>evolutionary time are more likely to be functional. As computer
>scientists, our role is to identify patterns (aka motifs) that
>appear to be conserved through evolution. To find these motifs, we
>use a search approach called genetic algorithms, in which one
>"evolves" the solution to a problem. _ In this talk, I'll
>describe GAMI, a genetic algorithms approach to motif inference. The
>talk will describe the motif inference problem, the genetic
>algorithms approach in general, and the specific GAMI system design,
>as well as some of the datasets that we have studied using this
>approach, and our initial results with these.
>
>Speaker Bio:
>Clare Bates Congdon received her BA from Wesleyan University and MS
>and PhD from The University of Michigan. She is an advocate and
>mentor for undergraduate research, and is currently a Research
>Scientist in the Computer Science Department at Colby College. Her
>research project "Machine Learning for Phylogenetics and Genomics"
>is funded by the NIH INBRE program
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