Matches in SemOpenAlex for { <https://semopenalex.org/work/W2621283693> ?p ?o ?g. }
Showing items 1 to 67 of
67
with 100 items per page.
- W2621283693 abstract "Sequential pattern mining is an efficient technique for discovering recurring structures or patterns from very large datasets, with a very large field of applications. It aims at extracting a set of attributes, shared across time among a large number of objects in a given database. Previous studies have developed two major classes of sequential pattern mining methods, namely, the candidate generation-and-test approach based on either vertical or horizontal data formats represented respectively by GSP and SPADE, and the pattern-growth approach represented by FreeSpan, PrefixSpan and their further extensions. The performances of these algorithms depend on how patterns grow. Because of this, we introduce a heuristic to predict the optimal pattern-growth direction, i.e. the pattern-growth direction leading to the best performance in terms of runtime and memory usage. Then, we perform a number of experimentations on both real-life and synthetic datasets to test the heuristic. The performance analysis of these experimentations show that the heuristic prediction is reliable in general." @default.
- W2621283693 created "2017-06-09" @default.
- W2621283693 creator A5023748761 @default.
- W2621283693 creator A5040351669 @default.
- W2621283693 creator A5057686129 @default.
- W2621283693 creator A5076590590 @default.
- W2621283693 date "2017-06-04" @default.
- W2621283693 modified "2023-09-23" @default.
- W2621283693 title "A heuristic to predict the optimal pattern-growth direction for the pattern growth-based sequential pattern mining approach" @default.
- W2621283693 doi "https://doi.org/10.14419/jacst.v6i2.7011" @default.
- W2621283693 hasPublicationYear "2017" @default.
- W2621283693 type Work @default.
- W2621283693 sameAs 2621283693 @default.
- W2621283693 citedByCount "0" @default.
- W2621283693 crossrefType "journal-article" @default.
- W2621283693 hasAuthorship W2621283693A5023748761 @default.
- W2621283693 hasAuthorship W2621283693A5040351669 @default.
- W2621283693 hasAuthorship W2621283693A5057686129 @default.
- W2621283693 hasAuthorship W2621283693A5076590590 @default.
- W2621283693 hasBestOaLocation W26212836931 @default.
- W2621283693 hasConcept C124101348 @default.
- W2621283693 hasConcept C153180895 @default.
- W2621283693 hasConcept C154945302 @default.
- W2621283693 hasConcept C173801870 @default.
- W2621283693 hasConcept C177264268 @default.
- W2621283693 hasConcept C199360897 @default.
- W2621283693 hasConcept C202444582 @default.
- W2621283693 hasConcept C33923547 @default.
- W2621283693 hasConcept C41008148 @default.
- W2621283693 hasConcept C9652623 @default.
- W2621283693 hasConceptScore W2621283693C124101348 @default.
- W2621283693 hasConceptScore W2621283693C153180895 @default.
- W2621283693 hasConceptScore W2621283693C154945302 @default.
- W2621283693 hasConceptScore W2621283693C173801870 @default.
- W2621283693 hasConceptScore W2621283693C177264268 @default.
- W2621283693 hasConceptScore W2621283693C199360897 @default.
- W2621283693 hasConceptScore W2621283693C202444582 @default.
- W2621283693 hasConceptScore W2621283693C33923547 @default.
- W2621283693 hasConceptScore W2621283693C41008148 @default.
- W2621283693 hasConceptScore W2621283693C9652623 @default.
- W2621283693 hasLocation W26212836931 @default.
- W2621283693 hasOpenAccess W2621283693 @default.
- W2621283693 hasPrimaryLocation W26212836931 @default.
- W2621283693 hasRelatedWork W118115531 @default.
- W2621283693 hasRelatedWork W1211953102 @default.
- W2621283693 hasRelatedWork W1493425711 @default.
- W2621283693 hasRelatedWork W1677594097 @default.
- W2621283693 hasRelatedWork W1970990453 @default.
- W2621283693 hasRelatedWork W2002809459 @default.
- W2621283693 hasRelatedWork W2040891895 @default.
- W2621283693 hasRelatedWork W2089323326 @default.
- W2621283693 hasRelatedWork W2102078715 @default.
- W2621283693 hasRelatedWork W2129590329 @default.
- W2621283693 hasRelatedWork W2148187800 @default.
- W2621283693 hasRelatedWork W2158702066 @default.
- W2621283693 hasRelatedWork W2168196587 @default.
- W2621283693 hasRelatedWork W2184066115 @default.
- W2621283693 hasRelatedWork W2292070788 @default.
- W2621283693 hasRelatedWork W2566763598 @default.
- W2621283693 hasRelatedWork W2124421499 @default.
- W2621283693 hasRelatedWork W2184945414 @default.
- W2621283693 hasRelatedWork W2185071849 @default.
- W2621283693 hasRelatedWork W2326308996 @default.
- W2621283693 isParatext "false" @default.
- W2621283693 isRetracted "false" @default.
- W2621283693 magId "2621283693" @default.
- W2621283693 workType "article" @default.