Matches in SemOpenAlex for { <https://semopenalex.org/work/W3209744908> ?p ?o ?g. }
Showing items 1 to 71 of
71
with 100 items per page.
- W3209744908 abstract "Linear discriminant analysis (LDA) is sensitive to noise and its performance may decline greatly. Recursive discriminative subspace learning method with an L1-norm distance constraint (RDSL) formulates LDA with the maximum margin criterion and becomes robust to noise by applying L1-norm and slack variables. However, the method only considers inter-class separation and intra-class compactness and ignores the intra-class manifold structure and the global structure of data. In this paper, we present L1-norm distance discriminant analysis with multiple adaptive graphs and sample reconstruction (L1-DDA) to deal with the problem. We use multiple adaptive graphs to preserve intra-class manifold structure and simultaneously apply the sample reconstruction technique to preserve the global structure of data. Moreover, we use an alternating iterative technique to obtain projection vectors. Experimental results on three real databases demonstrate that our method obtains better classification performance than RDSL." @default.
- W3209744908 created "2021-11-08" @default.
- W3209744908 creator A5016795961 @default.
- W3209744908 creator A5026463379 @default.
- W3209744908 creator A5033808681 @default.
- W3209744908 creator A5091530072 @default.
- W3209744908 date "2021-10-29" @default.
- W3209744908 modified "2023-09-28" @default.
- W3209744908 title "L1-Norm Distance Discriminant Analysis with Multiple Adaptive Graphs and Sample Reconstruction" @default.
- W3209744908 doi "https://doi.org/10.3233/faia210298" @default.
- W3209744908 hasPublicationYear "2021" @default.
- W3209744908 type Work @default.
- W3209744908 sameAs 3209744908 @default.
- W3209744908 citedByCount "0" @default.
- W3209744908 crossrefType "book-chapter" @default.
- W3209744908 hasAuthorship W3209744908A5016795961 @default.
- W3209744908 hasAuthorship W3209744908A5026463379 @default.
- W3209744908 hasAuthorship W3209744908A5033808681 @default.
- W3209744908 hasAuthorship W3209744908A5091530072 @default.
- W3209744908 hasBestOaLocation W32097449081 @default.
- W3209744908 hasConcept C104500394 @default.
- W3209744908 hasConcept C11413529 @default.
- W3209744908 hasConcept C126255220 @default.
- W3209744908 hasConcept C153180895 @default.
- W3209744908 hasConcept C154945302 @default.
- W3209744908 hasConcept C17744445 @default.
- W3209744908 hasConcept C191795146 @default.
- W3209744908 hasConcept C199539241 @default.
- W3209744908 hasConcept C2524010 @default.
- W3209744908 hasConcept C2776036281 @default.
- W3209744908 hasConcept C32834561 @default.
- W3209744908 hasConcept C33923547 @default.
- W3209744908 hasConcept C41008148 @default.
- W3209744908 hasConcept C57493831 @default.
- W3209744908 hasConcept C69738355 @default.
- W3209744908 hasConcept C78397625 @default.
- W3209744908 hasConcept C97931131 @default.
- W3209744908 hasConceptScore W3209744908C104500394 @default.
- W3209744908 hasConceptScore W3209744908C11413529 @default.
- W3209744908 hasConceptScore W3209744908C126255220 @default.
- W3209744908 hasConceptScore W3209744908C153180895 @default.
- W3209744908 hasConceptScore W3209744908C154945302 @default.
- W3209744908 hasConceptScore W3209744908C17744445 @default.
- W3209744908 hasConceptScore W3209744908C191795146 @default.
- W3209744908 hasConceptScore W3209744908C199539241 @default.
- W3209744908 hasConceptScore W3209744908C2524010 @default.
- W3209744908 hasConceptScore W3209744908C2776036281 @default.
- W3209744908 hasConceptScore W3209744908C32834561 @default.
- W3209744908 hasConceptScore W3209744908C33923547 @default.
- W3209744908 hasConceptScore W3209744908C41008148 @default.
- W3209744908 hasConceptScore W3209744908C57493831 @default.
- W3209744908 hasConceptScore W3209744908C69738355 @default.
- W3209744908 hasConceptScore W3209744908C78397625 @default.
- W3209744908 hasConceptScore W3209744908C97931131 @default.
- W3209744908 hasLocation W32097449081 @default.
- W3209744908 hasOpenAccess W3209744908 @default.
- W3209744908 hasPrimaryLocation W32097449081 @default.
- W3209744908 hasRelatedWork W1967645798 @default.
- W3209744908 hasRelatedWork W2015392120 @default.
- W3209744908 hasRelatedWork W2027717478 @default.
- W3209744908 hasRelatedWork W2030620569 @default.
- W3209744908 hasRelatedWork W2120745393 @default.
- W3209744908 hasRelatedWork W2134569917 @default.
- W3209744908 hasRelatedWork W2371167124 @default.
- W3209744908 hasRelatedWork W2379352318 @default.
- W3209744908 hasRelatedWork W2765722613 @default.
- W3209744908 hasRelatedWork W4312650805 @default.
- W3209744908 isParatext "false" @default.
- W3209744908 isRetracted "false" @default.
- W3209744908 magId "3209744908" @default.
- W3209744908 workType "book-chapter" @default.