Matches in SemOpenAlex for { <https://semopenalex.org/work/W2003127965> ?p ?o ?g. }
Showing items 1 to 81 of
81
with 100 items per page.
- W2003127965 abstract "A dynamic network is a special type of network which is comprised of connected transactors which have repeated evolving interaction. Data on large dynamic networks such as telecommunications networks and the Internet are pervasive. However, representing dynamic networks in a manner that is conducive to effcient large-scale analysis is a challenge. In this paper, we represent dynamic graphs using a data structure introduced by Cortes et. al. [3]. Our work improves on their heuristic arguments by formalizing the representation with three tunable parameters. In doing this, we develop a generic framework for evaluating and tuning any dynamic graph. We show that the storage saving approximations involved in the representation do not affect predictive performance, and typically improve it. We motivate our approach using a fraud detection example from the telecommunications industry, and demonstrate that we can outperform published results on the fraud detection task." @default.
- W2003127965 created "2016-06-24" @default.
- W2003127965 creator A5049420901 @default.
- W2003127965 creator A5062451704 @default.
- W2003127965 creator A5074140613 @default.
- W2003127965 creator A5084077919 @default.
- W2003127965 date "2005-08-21" @default.
- W2003127965 modified "2023-09-27" @default.
- W2003127965 title "Tuning representations of dynamic network data" @default.
- W2003127965 cites W1978145399 @default.
- W2003127965 cites W2014426991 @default.
- W2003127965 cites W2020294948 @default.
- W2003127965 cites W2084238990 @default.
- W2003127965 cites W2093981583 @default.
- W2003127965 doi "https://doi.org/10.1145/1134271.1134275" @default.
- W2003127965 hasPublicationYear "2005" @default.
- W2003127965 type Work @default.
- W2003127965 sameAs 2003127965 @default.
- W2003127965 citedByCount "1" @default.
- W2003127965 crossrefType "proceedings-article" @default.
- W2003127965 hasAuthorship W2003127965A5049420901 @default.
- W2003127965 hasAuthorship W2003127965A5062451704 @default.
- W2003127965 hasAuthorship W2003127965A5074140613 @default.
- W2003127965 hasAuthorship W2003127965A5084077919 @default.
- W2003127965 hasConcept C110875604 @default.
- W2003127965 hasConcept C120314980 @default.
- W2003127965 hasConcept C124101348 @default.
- W2003127965 hasConcept C132525143 @default.
- W2003127965 hasConcept C13540734 @default.
- W2003127965 hasConcept C136764020 @default.
- W2003127965 hasConcept C154945302 @default.
- W2003127965 hasConcept C162324750 @default.
- W2003127965 hasConcept C173801870 @default.
- W2003127965 hasConcept C17744445 @default.
- W2003127965 hasConcept C187736073 @default.
- W2003127965 hasConcept C197298091 @default.
- W2003127965 hasConcept C199539241 @default.
- W2003127965 hasConcept C2776359362 @default.
- W2003127965 hasConcept C2780451532 @default.
- W2003127965 hasConcept C31258907 @default.
- W2003127965 hasConcept C41008148 @default.
- W2003127965 hasConcept C77088390 @default.
- W2003127965 hasConcept C80444323 @default.
- W2003127965 hasConcept C94625758 @default.
- W2003127965 hasConceptScore W2003127965C110875604 @default.
- W2003127965 hasConceptScore W2003127965C120314980 @default.
- W2003127965 hasConceptScore W2003127965C124101348 @default.
- W2003127965 hasConceptScore W2003127965C132525143 @default.
- W2003127965 hasConceptScore W2003127965C13540734 @default.
- W2003127965 hasConceptScore W2003127965C136764020 @default.
- W2003127965 hasConceptScore W2003127965C154945302 @default.
- W2003127965 hasConceptScore W2003127965C162324750 @default.
- W2003127965 hasConceptScore W2003127965C173801870 @default.
- W2003127965 hasConceptScore W2003127965C17744445 @default.
- W2003127965 hasConceptScore W2003127965C187736073 @default.
- W2003127965 hasConceptScore W2003127965C197298091 @default.
- W2003127965 hasConceptScore W2003127965C199539241 @default.
- W2003127965 hasConceptScore W2003127965C2776359362 @default.
- W2003127965 hasConceptScore W2003127965C2780451532 @default.
- W2003127965 hasConceptScore W2003127965C31258907 @default.
- W2003127965 hasConceptScore W2003127965C41008148 @default.
- W2003127965 hasConceptScore W2003127965C77088390 @default.
- W2003127965 hasConceptScore W2003127965C80444323 @default.
- W2003127965 hasConceptScore W2003127965C94625758 @default.
- W2003127965 hasLocation W20031279651 @default.
- W2003127965 hasOpenAccess W2003127965 @default.
- W2003127965 hasPrimaryLocation W20031279651 @default.
- W2003127965 hasRelatedWork W1551063284 @default.
- W2003127965 hasRelatedWork W160456666 @default.
- W2003127965 hasRelatedWork W1826416243 @default.
- W2003127965 hasRelatedWork W2001557365 @default.
- W2003127965 hasRelatedWork W2102964156 @default.
- W2003127965 hasRelatedWork W3008871774 @default.
- W2003127965 hasRelatedWork W3092708729 @default.
- W2003127965 hasRelatedWork W4287640828 @default.
- W2003127965 hasRelatedWork W4319780432 @default.
- W2003127965 hasRelatedWork W4365460798 @default.
- W2003127965 isParatext "false" @default.
- W2003127965 isRetracted "false" @default.
- W2003127965 magId "2003127965" @default.
- W2003127965 workType "article" @default.