Matches in SemOpenAlex for { <https://semopenalex.org/work/W2162342083> ?p ?o ?g. }
Showing items 1 to 60 of
60
with 100 items per page.
- W2162342083 abstract "Recently, a significant number of parallel and distributed algorithms have been proposed to mine frequent patterns (FP) from large and/or distributed databases. Among them parallelization of the FP-growth algorithms using the FP-tree has been proved to be highly efficient. However, the FP-tree-based techniques suffer from two major limitations such as multiple database scans requirement (i.e., high I/O cost) and high inter-processor communications cost (during the mining phase). Therefore, we propose a novel tree structure, called PP-tree (Parallel Pattern tree) that significantly reduces the I/O cost by capturing the database contents with a single scan and facilitates the efficient FP-growth mining on it with reduced inter-processor communication overhead. Our parallel algorithm works independently at each local site and locally generates global frequent patterns which are merged at the final stage. The experimental results reflect that parallel and distributed FP mining with PP-tree outperforms other state-of-the-art algorithms." @default.
- W2162342083 created "2016-06-24" @default.
- W2162342083 creator A5015847454 @default.
- W2162342083 creator A5061576239 @default.
- W2162342083 creator A5089935217 @default.
- W2162342083 date "2009-01-01" @default.
- W2162342083 modified "2023-09-23" @default.
- W2162342083 title "Parallel and Distributed Frequent Pattern Mining in Large Databases" @default.
- W2162342083 cites W2004748427 @default.
- W2162342083 cites W2012028912 @default.
- W2162342083 cites W2024511949 @default.
- W2162342083 cites W2093456341 @default.
- W2162342083 cites W2102589938 @default.
- W2162342083 cites W4230949053 @default.
- W2162342083 cites W4252403066 @default.
- W2162342083 doi "https://doi.org/10.1109/hpcc.2009.37" @default.
- W2162342083 hasPublicationYear "2009" @default.
- W2162342083 type Work @default.
- W2162342083 sameAs 2162342083 @default.
- W2162342083 citedByCount "28" @default.
- W2162342083 countsByYear W21623420832012 @default.
- W2162342083 countsByYear W21623420832013 @default.
- W2162342083 countsByYear W21623420832014 @default.
- W2162342083 countsByYear W21623420832015 @default.
- W2162342083 countsByYear W21623420832016 @default.
- W2162342083 countsByYear W21623420832017 @default.
- W2162342083 countsByYear W21623420832018 @default.
- W2162342083 countsByYear W21623420832019 @default.
- W2162342083 countsByYear W21623420832021 @default.
- W2162342083 crossrefType "proceedings-article" @default.
- W2162342083 hasAuthorship W2162342083A5015847454 @default.
- W2162342083 hasAuthorship W2162342083A5061576239 @default.
- W2162342083 hasAuthorship W2162342083A5089935217 @default.
- W2162342083 hasConcept C124101348 @default.
- W2162342083 hasConcept C23123220 @default.
- W2162342083 hasConcept C41008148 @default.
- W2162342083 hasConcept C70061542 @default.
- W2162342083 hasConcept C77088390 @default.
- W2162342083 hasConceptScore W2162342083C124101348 @default.
- W2162342083 hasConceptScore W2162342083C23123220 @default.
- W2162342083 hasConceptScore W2162342083C41008148 @default.
- W2162342083 hasConceptScore W2162342083C70061542 @default.
- W2162342083 hasConceptScore W2162342083C77088390 @default.
- W2162342083 hasLocation W21623420831 @default.
- W2162342083 hasOpenAccess W2162342083 @default.
- W2162342083 hasPrimaryLocation W21623420831 @default.
- W2162342083 hasRelatedWork W2115485936 @default.
- W2162342083 hasRelatedWork W2119135658 @default.
- W2162342083 hasRelatedWork W2144190808 @default.
- W2162342083 hasRelatedWork W2153015554 @default.
- W2162342083 hasRelatedWork W2155813621 @default.
- W2162342083 hasRelatedWork W2354954952 @default.
- W2162342083 hasRelatedWork W2357241418 @default.
- W2162342083 hasRelatedWork W2366644548 @default.
- W2162342083 hasRelatedWork W2376314740 @default.
- W2162342083 hasRelatedWork W2384888906 @default.
- W2162342083 isParatext "false" @default.
- W2162342083 isRetracted "false" @default.
- W2162342083 magId "2162342083" @default.
- W2162342083 workType "article" @default.