[Bioinformatics] Today's Bioinformatics Seminar: Mark Craven, Ph.D.
Bioinformatics IDP-Seminar Series
bioinformatics at lists.ucla.edu
Mon Apr 25 08:39:45 PDT 2011
"Learning to Exploit the Biological Literature
for Understanding Intracellular Networks"
Mark Craven, Ph.D.
Department of Biostatistics and Medical Informatics;
Department of Computer Sciences;
University of Wisconsin, Madison
TODAY, April 25, 2011
Many contemporary biological studies are focused on uncovering and reasoning about the molecular networks involved in processes such as how viruses take advantage of their host cells, and how stem cells differentiate into specialized cell types. Although these studies typically employ biological knowledge that has been encoded in structured databases, most of the scientific community's collective knowledge is not represented in such databases, but instead is present only in the literature. In this talk, I will describe several areas in which we have been developing and applying machine-learning methods in order to exploit the biomedical literature to support reasoning about intracellular networks. In particular, I will focus on describing approaches for incorporating domain knowledge into topic modeling, and learning to extract complex regulatory relationships from biomedical articles
Host: Matteo Pellegrini, x50012
Refreshments will be served after the seminar
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