Matches in SemOpenAlex for { <https://semopenalex.org/work/W2889929042> ?p ?o ?g. }
Showing items 1 to 97 of
97
with 100 items per page.
- W2889929042 abstract "Multiple network alignment is the problem of identifying similar and related regions in a given set of networks. While there are a large number of effective techniques for pairwise problems with two networks that scale in terms of edges, these cannot be readily extended to align multiple networks as the computational complexity will tend to grow exponentially with the number of this http URL this paper we introduce a new multiple network alignment algorithm and framework that is effective at aligning thousands of networks with thousands of nodes. The key enabling technique of our algorithm is identifying an exact and easy to compute low-rank tensor structure inside of a principled heuristic procedure for pairwise network alignment called IsoRank. This can be combined with a new algorithm for $k$-dimensional matching problems on low-rank tensors to produce the alignment. We demonstrate results on synthetic and real-world problems that show our technique (i) is as good or better in terms of quality as existing methods, when they work on small problems, while running considerably faster and (ii) is able to scale to aligning a number of networks unreachable by current methods. We show in this paper that our method is the realistic choice for aligning multiple networks when no prior information is present." @default.
- W2889929042 created "2018-09-27" @default.
- W2889929042 creator A5019202832 @default.
- W2889929042 creator A5065393424 @default.
- W2889929042 creator A5078185155 @default.
- W2889929042 creator A5084102378 @default.
- W2889929042 date "2018-09-21" @default.
- W2889929042 modified "2023-09-27" @default.
- W2889929042 title "Low rank methods for multiple network alignment" @default.
- W2889929042 cites W1527318567 @default.
- W2889929042 cites W2014374374 @default.
- W2889929042 cites W2111708605 @default.
- W2889929042 cites W2130237248 @default.
- W2889929042 cites W2141185847 @default.
- W2889929042 cites W2153929049 @default.
- W2889929042 cites W2159302141 @default.
- W2889929042 cites W2964024205 @default.
- W2889929042 cites W3149604617 @default.
- W2889929042 hasPublicationYear "2018" @default.
- W2889929042 type Work @default.
- W2889929042 sameAs 2889929042 @default.
- W2889929042 citedByCount "1" @default.
- W2889929042 countsByYear W28899290422019 @default.
- W2889929042 crossrefType "posted-content" @default.
- W2889929042 hasAuthorship W2889929042A5019202832 @default.
- W2889929042 hasAuthorship W2889929042A5065393424 @default.
- W2889929042 hasAuthorship W2889929042A5078185155 @default.
- W2889929042 hasAuthorship W2889929042A5084102378 @default.
- W2889929042 hasConcept C105795698 @default.
- W2889929042 hasConcept C11413529 @default.
- W2889929042 hasConcept C114614502 @default.
- W2889929042 hasConcept C121332964 @default.
- W2889929042 hasConcept C127413603 @default.
- W2889929042 hasConcept C154945302 @default.
- W2889929042 hasConcept C164226766 @default.
- W2889929042 hasConcept C165064840 @default.
- W2889929042 hasConcept C173801870 @default.
- W2889929042 hasConcept C177264268 @default.
- W2889929042 hasConcept C184898388 @default.
- W2889929042 hasConcept C199360897 @default.
- W2889929042 hasConcept C26517878 @default.
- W2889929042 hasConcept C2778755073 @default.
- W2889929042 hasConcept C33923547 @default.
- W2889929042 hasConcept C38652104 @default.
- W2889929042 hasConcept C41008148 @default.
- W2889929042 hasConcept C62520636 @default.
- W2889929042 hasConcept C62611344 @default.
- W2889929042 hasConcept C66938386 @default.
- W2889929042 hasConcept C80444323 @default.
- W2889929042 hasConceptScore W2889929042C105795698 @default.
- W2889929042 hasConceptScore W2889929042C11413529 @default.
- W2889929042 hasConceptScore W2889929042C114614502 @default.
- W2889929042 hasConceptScore W2889929042C121332964 @default.
- W2889929042 hasConceptScore W2889929042C127413603 @default.
- W2889929042 hasConceptScore W2889929042C154945302 @default.
- W2889929042 hasConceptScore W2889929042C164226766 @default.
- W2889929042 hasConceptScore W2889929042C165064840 @default.
- W2889929042 hasConceptScore W2889929042C173801870 @default.
- W2889929042 hasConceptScore W2889929042C177264268 @default.
- W2889929042 hasConceptScore W2889929042C184898388 @default.
- W2889929042 hasConceptScore W2889929042C199360897 @default.
- W2889929042 hasConceptScore W2889929042C26517878 @default.
- W2889929042 hasConceptScore W2889929042C2778755073 @default.
- W2889929042 hasConceptScore W2889929042C33923547 @default.
- W2889929042 hasConceptScore W2889929042C38652104 @default.
- W2889929042 hasConceptScore W2889929042C41008148 @default.
- W2889929042 hasConceptScore W2889929042C62520636 @default.
- W2889929042 hasConceptScore W2889929042C62611344 @default.
- W2889929042 hasConceptScore W2889929042C66938386 @default.
- W2889929042 hasConceptScore W2889929042C80444323 @default.
- W2889929042 hasLocation W28899290421 @default.
- W2889929042 hasOpenAccess W2889929042 @default.
- W2889929042 hasPrimaryLocation W28899290421 @default.
- W2889929042 hasRelatedWork W1600288145 @default.
- W2889929042 hasRelatedWork W2173355656 @default.
- W2889929042 hasRelatedWork W2536223907 @default.
- W2889929042 hasRelatedWork W2605118527 @default.
- W2889929042 hasRelatedWork W2767593692 @default.
- W2889929042 hasRelatedWork W2774127592 @default.
- W2889929042 hasRelatedWork W2788946304 @default.
- W2889929042 hasRelatedWork W2807756691 @default.
- W2889929042 hasRelatedWork W2891773754 @default.
- W2889929042 hasRelatedWork W2898731515 @default.
- W2889929042 hasRelatedWork W2940597742 @default.
- W2889929042 hasRelatedWork W2969940419 @default.
- W2889929042 hasRelatedWork W3008120872 @default.
- W2889929042 hasRelatedWork W3008765623 @default.
- W2889929042 hasRelatedWork W3100487472 @default.
- W2889929042 hasRelatedWork W3103296165 @default.
- W2889929042 hasRelatedWork W3188591660 @default.
- W2889929042 hasRelatedWork W3197527207 @default.
- W2889929042 hasRelatedWork W3198505789 @default.
- W2889929042 hasRelatedWork W3211009556 @default.
- W2889929042 isParatext "false" @default.
- W2889929042 isRetracted "false" @default.
- W2889929042 magId "2889929042" @default.
- W2889929042 workType "article" @default.