HOT TOPICS: Mathematical and Statistical Methods for Visualization and Analysis of High Dimensional Data
December 08,2004 02:00 PM to 03:00 PM
Speakers:
Buja, Andreas

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Summary:

In this talk, nonlinear dimension reduction methods are introduced. They are a localized variants of MDS, which is modified by repulsice forces between non-local objects. Other nonlinear methods such as LLE and ISOmap are also discussed in this context.

Keywords:

Hot Topics; Visualization Analysis; High dimensional data; MDS; GGobi; ISOmap; local linear embedding; local MDS

Lecture #10734

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