FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3100128943> ?p ?o ?g. }

• W3100128943 endingPage "1896" @default.
• W3100128943 startingPage "1892" @default.
• W3100128943 abstract "Sparse Subspace Clustering (SSC) is one of the most popular methods for clustering data points into their underlying subspaces. However, SSC may suffer from heavy computational burden. Orthogonal Matching Pursuit applied on SSC accelerates the computation but the trade-off is the loss of clustering accuracy. In this paper, we propose a noise-robust algorithm, Restricted Connection Orthogonal Matching Pursuit for Sparse Subspace Clustering (RCOMP-SSC), to improve the clustering accuracy and maintain the low computational time by restricting the number of connections of each data point during the iteration of OMP. Also, we develop a framework of control matrix to realize RCOMP-SCC. And the framework is scalable for other data point selection strategies. Our analysis and experiments on synthetic data and two real-world databases (EYaleB & Usps) demonstrate the superiority of our algorithm compared with other clustering methods in terms of accuracy and computational time." @default.
• W3100128943 created "2020-11-23" @default.
• W3100128943 creator A5026086282 @default.
• W3100128943 creator A5056706680 @default.
• W3100128943 creator A5063190107 @default.
• W3100128943 date "2019-12-01" @default.
• W3100128943 modified "2023-09-28" @default.
• W3100128943 title "Restricted Connection Orthogonal Matching Pursuit for Sparse Subspace Clustering" @default.
• W3100128943 cites W1600471557 @default.
• W3100128943 cites W1977196460 @default.
• W3100128943 cites W1993962865 @default.
• W3100128943 cites W1997201895 @default.
• W3100128943 cites W2003217181 @default.
• W3100128943 cites W2054199929 @default.
• W3100128943 cites W2123921160 @default.
• W3100128943 cites W2127271355 @default.
• W3100128943 cites W2129812935 @default.
• W3100128943 cites W2132914434 @default.
• W3100128943 cites W2139054653 @default.
• W3100128943 cites W2142782401 @default.
• W3100128943 cites W2152714163 @default.
• W3100128943 cites W2165916500 @default.
• W3100128943 cites W2227879930 @default.
• W3100128943 cites W2532206188 @default.
• W3100128943 cites W2747622561 @default.
• W3100128943 cites W2766053647 @default.
• W3100128943 cites W2884420828 @default.
• W3100128943 cites W2888966461 @default.
• W3100128943 cites W2892055442 @default.
• W3100128943 cites W2901373116 @default.
• W3100128943 cites W2962911132 @default.
• W3100128943 cites W2963764968 @default.
• W3100128943 cites W2963840432 @default.
• W3100128943 cites W3100720754 @default.
• W3100128943 cites W3105745294 @default.
• W3100128943 cites W4250657332 @default.
• W3100128943 doi "https://doi.org/10.1109/lsp.2019.2953638" @default.
• W3100128943 hasPublicationYear "2019" @default.
• W3100128943 type Work @default.
• W3100128943 sameAs 3100128943 @default.
• W3100128943 citedByCount "4" @default.
• W3100128943 countsByYear W31001289432020 @default.
• W3100128943 countsByYear W31001289432021 @default.
• W3100128943 countsByYear W31001289432023 @default.
• W3100128943 crossrefType "journal-article" @default.
• W3100128943 hasAuthorship W3100128943A5026086282 @default.
• W3100128943 hasAuthorship W3100128943A5056706680 @default.
• W3100128943 hasAuthorship W3100128943A5063190107 @default.
• W3100128943 hasBestOaLocation W31001289432 @default.
• W3100128943 hasConcept C104047586 @default.
• W3100128943 hasConcept C105795698 @default.
• W3100128943 hasConcept C11413529 @default.
• W3100128943 hasConcept C121332964 @default.
• W3100128943 hasConcept C12362212 @default.
• W3100128943 hasConcept C124101348 @default.
• W3100128943 hasConcept C124851039 @default.
• W3100128943 hasConcept C153180895 @default.
• W3100128943 hasConcept C154945302 @default.
• W3100128943 hasConcept C156872377 @default.
• W3100128943 hasConcept C163716315 @default.
• W3100128943 hasConcept C165064840 @default.
• W3100128943 hasConcept C179799912 @default.
• W3100128943 hasConcept C184509293 @default.
• W3100128943 hasConcept C193143536 @default.
• W3100128943 hasConcept C2524010 @default.
• W3100128943 hasConcept C33704608 @default.
• W3100128943 hasConcept C33923547 @default.
• W3100128943 hasConcept C41008148 @default.
• W3100128943 hasConcept C56372850 @default.
• W3100128943 hasConcept C62520636 @default.
• W3100128943 hasConcept C73555534 @default.
• W3100128943 hasConcept C94641424 @default.
• W3100128943 hasConceptScore W3100128943C104047586 @default.
• W3100128943 hasConceptScore W3100128943C105795698 @default.
• W3100128943 hasConceptScore W3100128943C11413529 @default.
• W3100128943 hasConceptScore W3100128943C121332964 @default.
• W3100128943 hasConceptScore W3100128943C12362212 @default.
• W3100128943 hasConceptScore W3100128943C124101348 @default.
• W3100128943 hasConceptScore W3100128943C124851039 @default.
• W3100128943 hasConceptScore W3100128943C153180895 @default.
• W3100128943 hasConceptScore W3100128943C154945302 @default.
• W3100128943 hasConceptScore W3100128943C156872377 @default.
• W3100128943 hasConceptScore W3100128943C163716315 @default.
• W3100128943 hasConceptScore W3100128943C165064840 @default.
• W3100128943 hasConceptScore W3100128943C179799912 @default.
• W3100128943 hasConceptScore W3100128943C184509293 @default.
• W3100128943 hasConceptScore W3100128943C193143536 @default.
• W3100128943 hasConceptScore W3100128943C2524010 @default.
• W3100128943 hasConceptScore W3100128943C33704608 @default.
• W3100128943 hasConceptScore W3100128943C33923547 @default.
• W3100128943 hasConceptScore W3100128943C41008148 @default.
• W3100128943 hasConceptScore W3100128943C56372850 @default.
• W3100128943 hasConceptScore W3100128943C62520636 @default.
• W3100128943 hasConceptScore W3100128943C73555534 @default.
• W3100128943 hasConceptScore W3100128943C94641424 @default.
• W3100128943 hasFunder F4320327511 @default.
• W3100128943 hasIssue "12" @default.
• W3100128943 hasLocation W31001289431 @default.

• next