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Generalized low rank models
Principal components analysis (PCA) is a well-known technique for approximating a tabular data set by a low rank matrix. Generalized Low Rank Models extends the idea of PCA to handle arbitrary data sets consisting of numerical, Boolean, categorical, ordinal, and other data types.
| Autores principales: | , , , |
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| Lenguaje: | eng |
| Publicado: |
Now Publishers
2016
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| Materias: | |
| Acceso en línea: | http://cds.cern.ch/record/2761916 |
| _version_ | 1780970631686258688 |
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| author | Udell, Madeleine Horn, Corinne Zadeh, Reza Boyd, Stephen |
| author_facet | Udell, Madeleine Horn, Corinne Zadeh, Reza Boyd, Stephen |
| author_sort | Udell, Madeleine |
| collection | CERN |
| description | Principal components analysis (PCA) is a well-known technique for approximating a tabular data set by a low rank matrix. Generalized Low Rank Models extends the idea of PCA to handle arbitrary data sets consisting of numerical, Boolean, categorical, ordinal, and other data types. |
| id | cern-2761916 |
| institution | Organización Europea para la Investigación Nuclear |
| language | eng |
| publishDate | 2016 |
| publisher | Now Publishers |
| record_format | invenio |
| spelling | cern-27619162021-04-21T16:39:18Zhttp://cds.cern.ch/record/2761916engUdell, MadeleineHorn, CorinneZadeh, RezaBoyd, StephenGeneralized low rank modelsXXPrincipal components analysis (PCA) is a well-known technique for approximating a tabular data set by a low rank matrix. Generalized Low Rank Models extends the idea of PCA to handle arbitrary data sets consisting of numerical, Boolean, categorical, ordinal, and other data types.Now Publishersoai:cds.cern.ch:27619162016 |
| spellingShingle | XX Udell, Madeleine Horn, Corinne Zadeh, Reza Boyd, Stephen Generalized low rank models |
| title | Generalized low rank models |
| title_full | Generalized low rank models |
| title_fullStr | Generalized low rank models |
| title_full_unstemmed | Generalized low rank models |
| title_short | Generalized low rank models |
| title_sort | generalized low rank models |
| topic | XX |
| url | http://cds.cern.ch/record/2761916 |
| work_keys_str_mv | AT udellmadeleine generalizedlowrankmodels AT horncorinne generalizedlowrankmodels AT zadehreza generalizedlowrankmodels AT boydstephen generalizedlowrankmodels |