FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2003246010> ?p ?o ?g. }

• W2003246010 endingPage "9" @default.
• W2003246010 startingPage "1" @default.
• W2003246010 abstract "Low rank matrices approximations have been used in link prediction for networks, which are usually global optimal methods and lack of using the local information. The block structure is a significant local feature of matrices: entities in the same block have similar values, which implies that links are more likely to be found within dense blocks. We use this insight to give a probabilistic latent variable model for finding missing links by convex nonnegative matrix factorization with block detection. The experiments show that this method gives better prediction accuracy than original method alone. Different from the original low rank matrices approximations methods for link prediction, the sparseness of solutions is in accord with the sparse property for most real complex networks. Scaling to massive size network, we use the block information mapping matrices onto distributed architectures and give a divide-and-conquer prediction method. The experiments show that it gives better results than common neighbors method when the networks have a large number of missing links." @default.
• W2003246010 created "2016-06-24" @default.
• W2003246010 creator A5045296698 @default.
• W2003246010 creator A5047765511 @default.
• W2003246010 creator A5083542065 @default.
• W2003246010 date "2014-01-01" @default.
• W2003246010 modified "2023-09-27" @default.
• W2003246010 title "Link Prediction via Convex Nonnegative Matrix Factorization on Multiscale Blocks" @default.
• W2003246010 cites W1912982817 @default.
• W2003246010 cites W1971421925 @default.
• W2003246010 cites W1979104937 @default.
• W2003246010 cites W1994321911 @default.
• W2003246010 cites W2026417691 @default.
• W2003246010 cites W2077640440 @default.
• W2003246010 cites W2094234423 @default.
• W2003246010 cites W2108614537 @default.
• W2003246010 cites W2109726592 @default.
• W2003246010 cites W2112090702 @default.
• W2003246010 cites W2132957436 @default.
• W2003246010 cites W2154454189 @default.
• W2003246010 cites W2157082398 @default.
• W2003246010 cites W2168103112 @default.
• W2003246010 cites W3101413764 @default.
• W2003246010 cites W3122868618 @default.
• W2003246010 doi "https://doi.org/10.1155/2014/786156" @default.
• W2003246010 hasPublicationYear "2014" @default.
• W2003246010 type Work @default.
• W2003246010 sameAs 2003246010 @default.
• W2003246010 citedByCount "6" @default.
• W2003246010 countsByYear W20032460102015 @default.
• W2003246010 countsByYear W20032460102016 @default.
• W2003246010 countsByYear W20032460102017 @default.
• W2003246010 countsByYear W20032460102019 @default.
• W2003246010 crossrefType "journal-article" @default.
• W2003246010 hasAuthorship W2003246010A5045296698 @default.
• W2003246010 hasAuthorship W2003246010A5047765511 @default.
• W2003246010 hasAuthorship W2003246010A5083542065 @default.
• W2003246010 hasBestOaLocation W20032460101 @default.
• W2003246010 hasConcept C106487976 @default.
• W2003246010 hasConcept C111472728 @default.
• W2003246010 hasConcept C112680207 @default.
• W2003246010 hasConcept C11413529 @default.
• W2003246010 hasConcept C114614502 @default.
• W2003246010 hasConcept C121332964 @default.
• W2003246010 hasConcept C138885662 @default.
• W2003246010 hasConcept C152671427 @default.
• W2003246010 hasConcept C154945302 @default.
• W2003246010 hasConcept C158693339 @default.
• W2003246010 hasConcept C159985019 @default.
• W2003246010 hasConcept C164226766 @default.
• W2003246010 hasConcept C187834632 @default.
• W2003246010 hasConcept C189950617 @default.
• W2003246010 hasConcept C192562407 @default.
• W2003246010 hasConcept C2524010 @default.
• W2003246010 hasConcept C2777210771 @default.
• W2003246010 hasConcept C2778753846 @default.
• W2003246010 hasConcept C33923547 @default.
• W2003246010 hasConcept C41008148 @default.
• W2003246010 hasConcept C42355184 @default.
• W2003246010 hasConcept C49937458 @default.
• W2003246010 hasConcept C62520636 @default.
• W2003246010 hasConcept C99844830 @default.
• W2003246010 hasConceptScore W2003246010C106487976 @default.
• W2003246010 hasConceptScore W2003246010C111472728 @default.
• W2003246010 hasConceptScore W2003246010C112680207 @default.
• W2003246010 hasConceptScore W2003246010C11413529 @default.
• W2003246010 hasConceptScore W2003246010C114614502 @default.
• W2003246010 hasConceptScore W2003246010C121332964 @default.
• W2003246010 hasConceptScore W2003246010C138885662 @default.
• W2003246010 hasConceptScore W2003246010C152671427 @default.
• W2003246010 hasConceptScore W2003246010C154945302 @default.
• W2003246010 hasConceptScore W2003246010C158693339 @default.
• W2003246010 hasConceptScore W2003246010C159985019 @default.
• W2003246010 hasConceptScore W2003246010C164226766 @default.
• W2003246010 hasConceptScore W2003246010C187834632 @default.
• W2003246010 hasConceptScore W2003246010C189950617 @default.
• W2003246010 hasConceptScore W2003246010C192562407 @default.
• W2003246010 hasConceptScore W2003246010C2524010 @default.
• W2003246010 hasConceptScore W2003246010C2777210771 @default.
• W2003246010 hasConceptScore W2003246010C2778753846 @default.
• W2003246010 hasConceptScore W2003246010C33923547 @default.
• W2003246010 hasConceptScore W2003246010C41008148 @default.
• W2003246010 hasConceptScore W2003246010C42355184 @default.
• W2003246010 hasConceptScore W2003246010C49937458 @default.
• W2003246010 hasConceptScore W2003246010C62520636 @default.
• W2003246010 hasConceptScore W2003246010C99844830 @default.
• W2003246010 hasLocation W20032460101 @default.
• W2003246010 hasLocation W20032460102 @default.
• W2003246010 hasLocation W20032460103 @default.
• W2003246010 hasOpenAccess W2003246010 @default.
• W2003246010 hasPrimaryLocation W20032460101 @default.
• W2003246010 hasRelatedWork W1997502545 @default.
• W2003246010 hasRelatedWork W2097588749 @default.
• W2003246010 hasRelatedWork W2286111530 @default.
• W2003246010 hasRelatedWork W2823336313 @default.
• W2003246010 hasRelatedWork W2903666957 @default.
• W2003246010 hasRelatedWork W2951579230 @default.
• W2003246010 hasRelatedWork W2976200748 @default.

• next