Matches in SemOpenAlex for { <https://semopenalex.org/work/W2415428543> ?p ?o ?g. }
Showing items 1 to 92 of
92
with 100 items per page.
- W2415428543 endingPage "89" @default.
- W2415428543 startingPage "85" @default.
- W2415428543 abstract "We propose a general technique for obtaining sparse solutions to generalized eigenvalue problems, and call it Regularized Generalized Eigen-Decomposition (RGED). For decades, Fisher׳s discriminant criterion has been applied in supervised feature extraction and discriminant analysis, and it is formulated as a generalized eigenvalue problem. Thus RGED can be applied to effectively extract sparse features and calculate sparse discriminant directions for all variants of Fisher discriminant criterion based models. Particularly, RGED can be applied to matrix-based and even tensor-based discriminant techniques, for instance, 2D-Linear Discriminant Analysis (2D-LDA). Furthermore, an iterative algorithm based on the alternating direction method of multipliers is developed. The algorithm approximately solves RGED with monotonically decreasing convergence and at an acceptable speed for results of modest accuracy. Numerical experiments based on four data sets of different types of images show that RGED has competitive classification performance with existing multidimensional and sparse techniques of discriminant analysis." @default.
- W2415428543 created "2016-06-24" @default.
- W2415428543 creator A5001822210 @default.
- W2415428543 date "1975-07-01" @default.
- W2415428543 modified "2023-09-25" @default.
- W2415428543 title "AAO House sets new policies during Diamond Anniversary meeting" @default.
- W2415428543 doi "https://doi.org/10.1016/0002-9416(75)90165-7" @default.
- W2415428543 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/1056150" @default.
- W2415428543 hasPublicationYear "1975" @default.
- W2415428543 type Work @default.
- W2415428543 sameAs 2415428543 @default.
- W2415428543 citedByCount "0" @default.
- W2415428543 crossrefType "journal-article" @default.
- W2415428543 hasAuthorship W2415428543A5001822210 @default.
- W2415428543 hasConcept C104500394 @default.
- W2415428543 hasConcept C106487976 @default.
- W2415428543 hasConcept C11413529 @default.
- W2415428543 hasConcept C121332964 @default.
- W2415428543 hasConcept C126255220 @default.
- W2415428543 hasConcept C138885662 @default.
- W2415428543 hasConcept C153180895 @default.
- W2415428543 hasConcept C154945302 @default.
- W2415428543 hasConcept C155281189 @default.
- W2415428543 hasConcept C158693339 @default.
- W2415428543 hasConcept C159985019 @default.
- W2415428543 hasConcept C162324750 @default.
- W2415428543 hasConcept C169756996 @default.
- W2415428543 hasConcept C181367576 @default.
- W2415428543 hasConcept C192562407 @default.
- W2415428543 hasConcept C202444582 @default.
- W2415428543 hasConcept C2776401178 @default.
- W2415428543 hasConcept C2777303404 @default.
- W2415428543 hasConcept C2986737658 @default.
- W2415428543 hasConcept C31510193 @default.
- W2415428543 hasConcept C33923547 @default.
- W2415428543 hasConcept C41008148 @default.
- W2415428543 hasConcept C41895202 @default.
- W2415428543 hasConcept C50522688 @default.
- W2415428543 hasConcept C58596280 @default.
- W2415428543 hasConcept C62520636 @default.
- W2415428543 hasConcept C69738355 @default.
- W2415428543 hasConcept C78397625 @default.
- W2415428543 hasConceptScore W2415428543C104500394 @default.
- W2415428543 hasConceptScore W2415428543C106487976 @default.
- W2415428543 hasConceptScore W2415428543C11413529 @default.
- W2415428543 hasConceptScore W2415428543C121332964 @default.
- W2415428543 hasConceptScore W2415428543C126255220 @default.
- W2415428543 hasConceptScore W2415428543C138885662 @default.
- W2415428543 hasConceptScore W2415428543C153180895 @default.
- W2415428543 hasConceptScore W2415428543C154945302 @default.
- W2415428543 hasConceptScore W2415428543C155281189 @default.
- W2415428543 hasConceptScore W2415428543C158693339 @default.
- W2415428543 hasConceptScore W2415428543C159985019 @default.
- W2415428543 hasConceptScore W2415428543C162324750 @default.
- W2415428543 hasConceptScore W2415428543C169756996 @default.
- W2415428543 hasConceptScore W2415428543C181367576 @default.
- W2415428543 hasConceptScore W2415428543C192562407 @default.
- W2415428543 hasConceptScore W2415428543C202444582 @default.
- W2415428543 hasConceptScore W2415428543C2776401178 @default.
- W2415428543 hasConceptScore W2415428543C2777303404 @default.
- W2415428543 hasConceptScore W2415428543C2986737658 @default.
- W2415428543 hasConceptScore W2415428543C31510193 @default.
- W2415428543 hasConceptScore W2415428543C33923547 @default.
- W2415428543 hasConceptScore W2415428543C41008148 @default.
- W2415428543 hasConceptScore W2415428543C41895202 @default.
- W2415428543 hasConceptScore W2415428543C50522688 @default.
- W2415428543 hasConceptScore W2415428543C58596280 @default.
- W2415428543 hasConceptScore W2415428543C62520636 @default.
- W2415428543 hasConceptScore W2415428543C69738355 @default.
- W2415428543 hasConceptScore W2415428543C78397625 @default.
- W2415428543 hasIssue "1" @default.
- W2415428543 hasLocation W24154285431 @default.
- W2415428543 hasLocation W24154285432 @default.
- W2415428543 hasOpenAccess W2415428543 @default.
- W2415428543 hasPrimaryLocation W24154285431 @default.
- W2415428543 hasRelatedWork W1984472287 @default.
- W2415428543 hasRelatedWork W2068218029 @default.
- W2415428543 hasRelatedWork W2113920489 @default.
- W2415428543 hasRelatedWork W2128307858 @default.
- W2415428543 hasRelatedWork W2384245827 @default.
- W2415428543 hasRelatedWork W2386228546 @default.
- W2415428543 hasRelatedWork W2521581807 @default.
- W2415428543 hasRelatedWork W2538559652 @default.
- W2415428543 hasRelatedWork W3147024994 @default.
- W2415428543 hasRelatedWork W3145966574 @default.
- W2415428543 hasVolume "68" @default.
- W2415428543 isParatext "false" @default.
- W2415428543 isRetracted "false" @default.
- W2415428543 magId "2415428543" @default.
- W2415428543 workType "article" @default.