Matches in SemOpenAlex for { <https://semopenalex.org/work/W2170706097> ?p ?o ?g. }
Showing items 1 to 71 of
71
with 100 items per page.
- W2170706097 abstract "Image graph attracts attention from researchers due to the empirical success of graph based semi-supervised learning (SSL) methods and tasks such as image clustering, image navigation. Despite its simple structure, overwhelming scale of online images makes image graph construction a difficult problem. The challenge lies in time-consuming computation, and the difficulty of storing, processing the resulted graphs of huge size. We propose a novel method of image graph construction on MapReduce for large-scale data. The method consists of two stages: the first stage separates images into overlapping groups called image pools by using hash method, and the second computes pairwise similarities for pairs of images that are grouped into common pools. Both stages are performed on MapReduce. Our experiments on large-scale data show that the proposed method generates more sparse image graphs that reserve same or improved accuracy when comparing with previous method." @default.
- W2170706097 created "2016-06-24" @default.
- W2170706097 creator A5037777030 @default.
- W2170706097 creator A5043898632 @default.
- W2170706097 creator A5067241596 @default.
- W2170706097 creator A5081606815 @default.
- W2170706097 date "2012-03-01" @default.
- W2170706097 modified "2023-10-05" @default.
- W2170706097 title "Two-stage sparse graph construction using MinHash on MapReduce" @default.
- W2170706097 cites W2022944081 @default.
- W2170706097 cites W2029295509 @default.
- W2170706097 cites W2036216970 @default.
- W2170706097 cites W2062028408 @default.
- W2170706097 cites W2089935074 @default.
- W2170706097 cites W2092617647 @default.
- W2170706097 cites W2097776316 @default.
- W2170706097 cites W2123427850 @default.
- W2170706097 cites W2132069633 @default.
- W2170706097 cites W2132399973 @default.
- W2170706097 cites W2141923507 @default.
- W2170706097 cites W2147717514 @default.
- W2170706097 cites W2151103935 @default.
- W2170706097 cites W2155169493 @default.
- W2170706097 cites W2161443453 @default.
- W2170706097 cites W2171073842 @default.
- W2170706097 cites W2172232203 @default.
- W2170706097 cites W2173213060 @default.
- W2170706097 cites W2397770138 @default.
- W2170706097 doi "https://doi.org/10.1109/icassp.2012.6288057" @default.
- W2170706097 hasPublicationYear "2012" @default.
- W2170706097 type Work @default.
- W2170706097 sameAs 2170706097 @default.
- W2170706097 citedByCount "2" @default.
- W2170706097 countsByYear W21707060972014 @default.
- W2170706097 countsByYear W21707060972016 @default.
- W2170706097 crossrefType "proceedings-article" @default.
- W2170706097 hasAuthorship W2170706097A5037777030 @default.
- W2170706097 hasAuthorship W2170706097A5043898632 @default.
- W2170706097 hasAuthorship W2170706097A5067241596 @default.
- W2170706097 hasAuthorship W2170706097A5081606815 @default.
- W2170706097 hasConcept C127313418 @default.
- W2170706097 hasConcept C132525143 @default.
- W2170706097 hasConcept C146357865 @default.
- W2170706097 hasConcept C151730666 @default.
- W2170706097 hasConcept C173608175 @default.
- W2170706097 hasConcept C41008148 @default.
- W2170706097 hasConcept C80444323 @default.
- W2170706097 hasConceptScore W2170706097C127313418 @default.
- W2170706097 hasConceptScore W2170706097C132525143 @default.
- W2170706097 hasConceptScore W2170706097C146357865 @default.
- W2170706097 hasConceptScore W2170706097C151730666 @default.
- W2170706097 hasConceptScore W2170706097C173608175 @default.
- W2170706097 hasConceptScore W2170706097C41008148 @default.
- W2170706097 hasConceptScore W2170706097C80444323 @default.
- W2170706097 hasLocation W21707060971 @default.
- W2170706097 hasOpenAccess W2170706097 @default.
- W2170706097 hasPrimaryLocation W21707060971 @default.
- W2170706097 hasRelatedWork W1509211761 @default.
- W2170706097 hasRelatedWork W1558545464 @default.
- W2170706097 hasRelatedWork W1984303163 @default.
- W2170706097 hasRelatedWork W2117014006 @default.
- W2170706097 hasRelatedWork W2358725432 @default.
- W2170706097 hasRelatedWork W2372170743 @default.
- W2170706097 hasRelatedWork W2502560717 @default.
- W2170706097 hasRelatedWork W3047022145 @default.
- W2170706097 hasRelatedWork W4233815414 @default.
- W2170706097 hasRelatedWork W99847340 @default.
- W2170706097 isParatext "false" @default.
- W2170706097 isRetracted "false" @default.
- W2170706097 magId "2170706097" @default.
- W2170706097 workType "article" @default.