High-dimensional data analysis : optimal metrics and feature selection
High-dimensional data are everywhere: texts, sounds, spectra, images, etc. are described by thousands of attributes. However, many data analysis tools at disposal (coming from statistics, artificial intelligence, etc.) were designed for low-dimensional data. Many of the explicit or implicit assumpti...
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| Format: | Others |
| Language: | en |
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Universite catholique de Louvain
2007
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| Online Access: | http://edoc.bib.ucl.ac.be:81/ETD-db/collection/available/BelnUcetd-01152007-162739/ |