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Wednesday, May 12, 2010
3:00 PM - 4:30 PM
CNLS Conference Room (TA-3, Bldg 1690)

Seminar

Time Series of Attributed Graphs

David Marchette
Johns Hopkins University

We consider a time series of graphs in which the edges and/or vertices have associated attributes (colors). The problem is to detect a local anomaly (for example a change in the communication pattern and the topics of communications). I will review the previous work and discuss some new theoretical results. Then I will describe some new time series models that generate attributed graphs. If time permits I will discuss some issues of model fitting and model selection.

Host: Joshua Neil, jneil@lanl.gov