Matches in DBpedia 2014 for { <http://dbpedia.org/resource/Low-rank_approximation> ?p ?o. }
Showing items 1 to 16 of
16
with 100 items per page.
- Low-rank_approximation abstract "In mathematics, low-rank approximation is a minimization problem, in which the cost function measures the fit between a given matrix (the data) and an approximating matrix (the optimization variable), subject to a constraint that the approximating matrix has reduced rank. The problem is used for mathematical modeling and data compression. The rank constraint is related to a constraint on the complexity of a model that fits the data. In applications, often there are other constraints on the approximating matrix apart from the rank constraint, e.g., non-negativity and Hankel structure.Low-rank approximation is closely related to: principal component analysis, factor analysis, total least squares, latent semantic analysis, and orthogonal regression.".
- Low-rank_approximation wikiPageExternalLink S0024-3795(02)00505-0.
- Low-rank_approximation wikiPageExternalLink slra.
- Low-rank_approximation wikiPageID "34327576".
- Low-rank_approximation wikiPageRevisionID "602251859".
- Low-rank_approximation hasPhotoCollection Low-rank_approximation.
- Low-rank_approximation subject Category:Dimension_reduction.
- Low-rank_approximation subject Category:Mathematical_optimization.
- Low-rank_approximation subject Category:Numerical_linear_algebra.
- Low-rank_approximation comment "In mathematics, low-rank approximation is a minimization problem, in which the cost function measures the fit between a given matrix (the data) and an approximating matrix (the optimization variable), subject to a constraint that the approximating matrix has reduced rank. The problem is used for mathematical modeling and data compression. The rank constraint is related to a constraint on the complexity of a model that fits the data.".
- Low-rank_approximation label "Low-rank approximation".
- Low-rank_approximation sameAs m.0hzs2zv.
- Low-rank_approximation sameAs Q6692777.
- Low-rank_approximation sameAs Q6692777.
- Low-rank_approximation wasDerivedFrom Low-rank_approximation?oldid=602251859.
- Low-rank_approximation isPrimaryTopicOf Low-rank_approximation.