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Activity Number:
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411
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Type:
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Topic Contributed
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Date/Time:
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Wednesday, August 9, 2006 : 10:30 AM to 12:20 PM
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Sponsor:
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Section on Statistical Computing
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| Abstract - #305841 |
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Title:
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Metric MDS to Surfaces
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Author(s):
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David Johannsen*+ and Jeffrey L. Solka
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Companies:
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Naval Surface Warfare Center and Naval Surface Warfare Center
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Address:
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Code B10, Dahlgren, VA, 22448,
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Keywords:
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Abstract:
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We will present our work on metric MDS to (closed and orientable) surfaces equipped with a (uniquely determined) compatible constant curvature metric. We will describe our algorithm for performing the MDS via the minimization of a loss function. We also will describe briefly the obvious generalization of these results to higher dimensions (i.e., MDS to space forms). Finally, we will discuss the issues of visualization (in the case of surfaces) and describe how one performs the minimization (via gradient descent on a Riemannian manifold).
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- The address information is for the authors that have a + after their name.
- Authors who are presenting talks have a * after their name.
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