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Presentation: Multi-Layered Vector Spaces

Dr. Ryan Benton will be presenting the results of experiments involving biological data at the Center for Advanced Computer Studies Colloquium.
When Mar 08, 2013
from 11:00 AM to 12:00 PM
Where Room 112, James Oliver Hall, UL Lafayette
Contact Name
Contact Phone 337-482-1307
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Analyzing and classifying arbitrary sequences based on structural similarities and differences, no matter how subtle, is a mathematical problem of escalating relevance and surging importance in many scientific disciplines. One of the many challenges in designing classification algorithms for arbitrary sequences is the extraction and representation of significant features from the data. On potential solution to the characterization of sequence data is a simple mathematical model, referred to as Multi-Layered vector Spaces (MLVS). This model coverts a sequence into a large number of vectors that preserves location and distribution information between arbitrary pairs of elements; the vectors, in turn, are easily exploitable by classification techniques. This talk will discuss the model and ongoing experiments within the biological domain to determine the utility of this representation.

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