Thesis
Diffusion Maps: Analysis and Applications
- Abstract:
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A lot of the data faced in science and engineering is not as complicated as it seems. There is the possibility of ¯nding low dimensional descriptions of this usually high dimensional data. One of the ways of achieving this is with the use of diffusion maps. Diffusion maps represent the dataset by a weighted graph in which points correspond to vertices and edges are weighted. The spectral properties of the graph Laplacian are then used to map the high dimensional data into a lower dimensional ...
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Authors
Bibliographic Details
- Publisher:
- University of Oxford;Mathematical Institute
- Publication date:
- 2008
Item Description
- UUID:
-
uuid:e55c4a57-0a51-40d4-bbd7-37abd38afe66
- Local pid:
- oai:eprints.maths.ox.ac.uk:740
- Deposit date:
- 2011-05-19
Related Items
Terms of use
- Copyright holder:
- Bah, B
- Copyright date:
- 2008
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