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- Multilinear_subspace_learning abstract "Multilinear subspace learning (MSL) aims to learn a specific small part of a large space of multidimensional objects having a particular desired property. It is a dimensionality reduction approach for finding a low-dimensional representation with certain preferred characteristics of high-dimensional tensor data through direct mapping, without going through vectorization. The term tensor in MSL refers to multidimensional arrays. Examples of tensor data include images (2D/3D), video sequences (3D/4D), and hyperspectral cubes (3D/4D). The mapping from a high-dimensional tensor space to a low-dimensional tensor space or vector space is named as multilinear projection.MSL methods are higher-order generalizations of linear subspace learning methods such as principal component analysis (PCA), linear discriminant analysis (LDA) and canonical correlation analysis (CCA). In the literature, MSL is also referred to as tensor subspace learning or tensor subspace analysis. Research on MSL has progressed from heuristic exploration in 2000s (decade) to systematic investigation in 2010s.".
- Multilinear_subspace_learning thumbnail Video_represented_as_a_third-order_tensor.jpg?width=300.
- Multilinear_subspace_learning wikiPageExternalLink TensorToolbox.
- Multilinear_subspace_learning wikiPageExternalLink j.patcog.2011.01.004.
- Multilinear_subspace_learning wikiPageExternalLink icml08_lu_ump.
- Multilinear_subspace_learning wikiPageExternalLink USFGait17_128x88x20.zip.
- Multilinear_subspace_learning wikiPageExternalLink USFGait17_32x22x10.zip.
- Multilinear_subspace_learning wikiPageExternalLink USFGait17_64x44x20.zip.
- Multilinear_subspace_learning wikiPageExternalLink SurveyMSL_PR2011.pdf.
- Multilinear_subspace_learning wikiPageExternalLink 26168.
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- Multilinear_subspace_learning wikiPageWikiLink Big_data.
- Multilinear_subspace_learning wikiPageWikiLink Canonical_correlation.
- Multilinear_subspace_learning wikiPageWikiLink Category:Dimension_reduction.
- Multilinear_subspace_learning wikiPageWikiLink Category:Machine_learning.
- Multilinear_subspace_learning wikiPageWikiLink Category:Multilinear_algebra.
- Multilinear_subspace_learning wikiPageWikiLink Category:Tensors.
- Multilinear_subspace_learning wikiPageWikiLink Computer_data_storage.
- Multilinear_subspace_learning wikiPageWikiLink Coordinate_vector.
- Multilinear_subspace_learning wikiPageWikiLink Data_acquisition.
- Multilinear_subspace_learning wikiPageWikiLink Dimension.
- Multilinear_subspace_learning wikiPageWikiLink Dimensionality_reduction.
- Multilinear_subspace_learning wikiPageWikiLink Factor_analysis.
- Multilinear_subspace_learning wikiPageWikiLink Frank_Lauren_Hitchcock.
- Multilinear_subspace_learning wikiPageWikiLink Higher-order_singular_value_decomposition.
- Multilinear_subspace_learning wikiPageWikiLink Hyperspectral_imaging.
- Multilinear_subspace_learning wikiPageWikiLink Image.
- Multilinear_subspace_learning wikiPageWikiLink Linear_discriminant_analysis.
- Multilinear_subspace_learning wikiPageWikiLink Linear_map.
- Multilinear_subspace_learning wikiPageWikiLink Linear_subspace.
- Multilinear_subspace_learning wikiPageWikiLink Local_optimum.
- Multilinear_subspace_learning wikiPageWikiLink Map_(mathematics).
- Multilinear_subspace_learning wikiPageWikiLink Multilinear_algebra.
- Multilinear_subspace_learning wikiPageWikiLink Multilinear_principal_component_analysis.
- Multilinear_subspace_learning wikiPageWikiLink Multilinear_subspace_learning.
- Multilinear_subspace_learning wikiPageWikiLink Principal_component_analysis.
- Multilinear_subspace_learning wikiPageWikiLink Sandia_National_Laboratories.
- Multilinear_subspace_learning wikiPageWikiLink Tensor.
- Multilinear_subspace_learning wikiPageWikiLink Tensor_rank_decomposition.
- Multilinear_subspace_learning wikiPageWikiLink Tensor_software.
- Multilinear_subspace_learning wikiPageWikiLink Tucker_decomposition.
- Multilinear_subspace_learning wikiPageWikiLink Vector_space.
- Multilinear_subspace_learning wikiPageWikiLink Vectorization_(mathematics).
- Multilinear_subspace_learning wikiPageWikiLink Video.
- Multilinear_subspace_learning wikiPageWikiLink File:Compactness_Comparison_of_Linear_and_Multilinear_Projections.png.
- Multilinear_subspace_learning wikiPageWikiLink File:Multilinear_projection_for_dimension_reduction_of_tensor.png.
- Multilinear_subspace_learning wikiPageWikiLink File:Video_represented_as_a_third-order_tensor.jpg.
- Multilinear_subspace_learning wikiPageWikiLinkText "MSL methods".
- Multilinear_subspace_learning wikiPageWikiLinkText "Multilinear projection".
- Multilinear_subspace_learning wikiPageWikiLinkText "Multilinear subspace learning".
- Multilinear_subspace_learning wikiPageWikiLinkText "multilinear projection".
- Multilinear_subspace_learning wikiPageWikiLinkText "multilinear subspace learning".
- Multilinear_subspace_learning wikiPageWikiLinkText "subspace".
- Multilinear_subspace_learning wikiPageWikiLinkText "tensor-to-vector projection".
- Multilinear_subspace_learning wikiPageUsesTemplate Template:Reflist.
- Multilinear_subspace_learning subject Category:Dimension_reduction.
- Multilinear_subspace_learning subject Category:Machine_learning.
- Multilinear_subspace_learning subject Category:Multilinear_algebra.
- Multilinear_subspace_learning subject Category:Tensors.
- Multilinear_subspace_learning type Concept.
- Multilinear_subspace_learning type Physic.
- Multilinear_subspace_learning type Redirect.
- Multilinear_subspace_learning type Tensor.
- Multilinear_subspace_learning comment "Multilinear subspace learning (MSL) aims to learn a specific small part of a large space of multidimensional objects having a particular desired property. It is a dimensionality reduction approach for finding a low-dimensional representation with certain preferred characteristics of high-dimensional tensor data through direct mapping, without going through vectorization. The term tensor in MSL refers to multidimensional arrays.".
- Multilinear_subspace_learning label "Multilinear subspace learning".
- Multilinear_subspace_learning sameAs Q6934742.
- Multilinear_subspace_learning sameAs m.0gg78_m.
- Multilinear_subspace_learning sameAs Çokludoğrusal_altuzay_öğrenimi.
- Multilinear_subspace_learning sameAs Q6934742.
- Multilinear_subspace_learning wasDerivedFrom Multilinear_subspace_learning?oldid=705955561.
- Multilinear_subspace_learning depiction Video_represented_as_a_third-order_tensor.jpg.
- Multilinear_subspace_learning isPrimaryTopicOf Multilinear_subspace_learning.