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FLAIRS
2010

Correlating Shape and Functional Properties Using Decomposition Approaches

9 years 6 months ago
Correlating Shape and Functional Properties Using Decomposition Approaches
In this paper, we propose the application of standard decomposition approaches to find local correlations in multimodal data. In a test scenario, we apply these methods to correlate the local shape of turbine blades with their associated aerodynamic flow fields. We compare several decomposition algorithms, i.e., k-Means, Principal Component Analysis, Non-negative Matrix Factorization and Uni-orthogonal Non-negative Matrix Factorization, with regards to their efficiency at finding local, relevant correlations and their ability to predict one modality from another.
Daniel Dornbusch, Robert Haschke, Stefan Menzel, H
Added 02 Oct 2010
Updated 02 Oct 2010
Type Conference
Year 2010
Where FLAIRS
Authors Daniel Dornbusch, Robert Haschke, Stefan Menzel, Heiko Wersing
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