FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W138920633> ?p ?o ?g. }

• W138920633 abstract "We claim and present arguments to the effect that a large class of manifold learning algorithms that are essentially local will suffer from at least four generic problems associated with (1) noise in the data, (2) curvature of the manifold, (3) dimensionality of the manifold, and (4) the presence of many manifolds with little data per manifold. This analysis suggests non-local manifold learning algorithms which attempt to discover shared structure in the tangent planes at different positions. A criterion for such an algorithm is proposed and experiments estimating a tangent plane prediction function are presented. The function has parameters that are shared across space rather than estimated based on the local neighborhood, as in current non-parametric manifold learning algorithms. The results show clearly the advantages of this approach with respect to local manifold learning algorithms." @default.
• W138920633 created "2016-06-24" @default.
• W138920633 creator A5027206285 @default.
• W138920633 creator A5086198262 @default.
• W138920633 date "2004-01-01" @default.
• W138920633 modified "2023-09-27" @default.
• W138920633 title "Discovering Shared Structure in Manifold Learning" @default.
• W138920633 cites W1653444175 @default.
• W138920633 cites W1662191912 @default.
• W138920633 cites W2001141328 @default.
• W138920633 cites W2053186076 @default.
• W138920633 cites W2109025268 @default.
• W138920633 cites W2112148214 @default.
• W138920633 cites W2113592823 @default.
• W138920633 cites W2122837498 @default.
• W138920633 cites W2137291015 @default.
• W138920633 cites W2139823104 @default.
• W138920633 cites W2140095548 @default.
• W138920633 cites W2146610201 @default.
• W138920633 cites W2154455818 @default.
• W138920633 cites W2155008293 @default.
• W138920633 cites W2161366100 @default.
• W138920633 cites W2169019105 @default.
• W138920633 cites W3122936144 @default.
• W138920633 hasPublicationYear "2004" @default.
• W138920633 type Work @default.
• W138920633 sameAs 138920633 @default.
• W138920633 citedByCount "3" @default.
• W138920633 countsByYear W1389206332016 @default.
• W138920633 crossrefType "journal-article" @default.
• W138920633 hasAuthorship W138920633A5027206285 @default.
• W138920633 hasAuthorship W138920633A5086198262 @default.
• W138920633 hasConcept C109546454 @default.
• W138920633 hasConcept C111030470 @default.
• W138920633 hasConcept C11413529 @default.
• W138920633 hasConcept C114614502 @default.
• W138920633 hasConcept C12520029 @default.
• W138920633 hasConcept C127413603 @default.
• W138920633 hasConcept C138187205 @default.
• W138920633 hasConcept C14036430 @default.
• W138920633 hasConcept C151876577 @default.
• W138920633 hasConcept C153120616 @default.
• W138920633 hasConcept C154945302 @default.
• W138920633 hasConcept C157157409 @default.
• W138920633 hasConcept C169391604 @default.
• W138920633 hasConcept C184720557 @default.
• W138920633 hasConcept C195065555 @default.
• W138920633 hasConcept C202444582 @default.
• W138920633 hasConcept C2524010 @default.
• W138920633 hasConcept C33923547 @default.
• W138920633 hasConcept C41008148 @default.
• W138920633 hasConcept C529865628 @default.
• W138920633 hasConcept C70518039 @default.
• W138920633 hasConcept C78458016 @default.
• W138920633 hasConcept C78519656 @default.
• W138920633 hasConcept C86803240 @default.
• W138920633 hasConceptScore W138920633C109546454 @default.
• W138920633 hasConceptScore W138920633C111030470 @default.
• W138920633 hasConceptScore W138920633C11413529 @default.
• W138920633 hasConceptScore W138920633C114614502 @default.
• W138920633 hasConceptScore W138920633C12520029 @default.
• W138920633 hasConceptScore W138920633C127413603 @default.
• W138920633 hasConceptScore W138920633C138187205 @default.
• W138920633 hasConceptScore W138920633C14036430 @default.
• W138920633 hasConceptScore W138920633C151876577 @default.
• W138920633 hasConceptScore W138920633C153120616 @default.
• W138920633 hasConceptScore W138920633C154945302 @default.
• W138920633 hasConceptScore W138920633C157157409 @default.
• W138920633 hasConceptScore W138920633C169391604 @default.
• W138920633 hasConceptScore W138920633C184720557 @default.
• W138920633 hasConceptScore W138920633C195065555 @default.
• W138920633 hasConceptScore W138920633C202444582 @default.
• W138920633 hasConceptScore W138920633C2524010 @default.
• W138920633 hasConceptScore W138920633C33923547 @default.
• W138920633 hasConceptScore W138920633C41008148 @default.
• W138920633 hasConceptScore W138920633C529865628 @default.
• W138920633 hasConceptScore W138920633C70518039 @default.
• W138920633 hasConceptScore W138920633C78458016 @default.
• W138920633 hasConceptScore W138920633C78519656 @default.
• W138920633 hasConceptScore W138920633C86803240 @default.
• W138920633 hasLocation W1389206331 @default.
• W138920633 hasOpenAccess W138920633 @default.
• W138920633 hasPrimaryLocation W1389206331 @default.
• W138920633 hasRelatedWork W1595132914 @default.
• W138920633 hasRelatedWork W1982215036 @default.
• W138920633 hasRelatedWork W2012653057 @default.
• W138920633 hasRelatedWork W2013450515 @default.
• W138920633 hasRelatedWork W2030832595 @default.
• W138920633 hasRelatedWork W2085003924 @default.
• W138920633 hasRelatedWork W2096022469 @default.
• W138920633 hasRelatedWork W2105974268 @default.
• W138920633 hasRelatedWork W2158867000 @default.
• W138920633 hasRelatedWork W2167155499 @default.
• W138920633 hasRelatedWork W2208835321 @default.
• W138920633 hasRelatedWork W2375864824 @default.
• W138920633 hasRelatedWork W2770865047 @default.
• W138920633 hasRelatedWork W2888259243 @default.
• W138920633 hasRelatedWork W2902930251 @default.
• W138920633 hasRelatedWork W2949159703 @default.
• W138920633 hasRelatedWork W2964267129 @default.

• next