Matches in SemOpenAlex for { <https://semopenalex.org/work/W4280587730> ?p ?o ?g. }
Showing items 1 to 86 of
86
with 100 items per page.
- W4280587730 endingPage "108080" @default.
- W4280587730 startingPage "108080" @default.
- W4280587730 abstract "Frequent Pattern Mining (FPM) is regularly used in data mining applications for identifying objects of interest that frequent transactional databases. Traditional ARM algorithms work on minimum levels of support and confidence metrics which have to be defined and are subjective. This work attempts to solve this issue by proposing techniques for the automatic determination of these metrics. The Kernel Possibilistic Fuzzy Local Information C-Means (KPFLICM) Clustering and K-means Clustering-based Feature Selection algorithm for Association Rules (KCFSAR) is used where FPMs are based on Systolic Tree Structures (STS). These structures aim to achieve better accuracy by mimicking internal memory structures of the Frequent Pattern Growths (FPG) algorithm. Moreover, Chaotic Butterfly Optimization Method (CBOAs) is used to obtain the optimal support value and CBOA subsequently discovers global optimal solutions. This work's suggested scheme demonstrates its efficacy and superiority in experimental findings when compared to other approaches in terms of feature subset sizes, accuracies, execution times, and memory consumptions." @default.
- W4280587730 created "2022-05-22" @default.
- W4280587730 creator A5061698786 @default.
- W4280587730 date "2022-07-01" @default.
- W4280587730 modified "2023-09-27" @default.
- W4280587730 title "An intelligent feature selection approach with systolic tree structures for efficient association rules in big data environment" @default.
- W4280587730 cites W1966348298 @default.
- W4280587730 cites W2261525379 @default.
- W4280587730 cites W2563061335 @default.
- W4280587730 cites W2613794276 @default.
- W4280587730 cites W2614725357 @default.
- W4280587730 cites W2767297925 @default.
- W4280587730 cites W2790662215 @default.
- W4280587730 cites W2795012212 @default.
- W4280587730 cites W2798239912 @default.
- W4280587730 cites W2883023764 @default.
- W4280587730 cites W2969473514 @default.
- W4280587730 cites W2983775825 @default.
- W4280587730 cites W2987223592 @default.
- W4280587730 cites W3118514931 @default.
- W4280587730 doi "https://doi.org/10.1016/j.compeleceng.2022.108080" @default.
- W4280587730 hasPublicationYear "2022" @default.
- W4280587730 type Work @default.
- W4280587730 citedByCount "1" @default.
- W4280587730 countsByYear W42805877302022 @default.
- W4280587730 crossrefType "journal-article" @default.
- W4280587730 hasAuthorship W4280587730A5061698786 @default.
- W4280587730 hasConcept C113174947 @default.
- W4280587730 hasConcept C114614502 @default.
- W4280587730 hasConcept C119857082 @default.
- W4280587730 hasConcept C124101348 @default.
- W4280587730 hasConcept C134306372 @default.
- W4280587730 hasConcept C138885662 @default.
- W4280587730 hasConcept C148483581 @default.
- W4280587730 hasConcept C153180895 @default.
- W4280587730 hasConcept C154945302 @default.
- W4280587730 hasConcept C193524817 @default.
- W4280587730 hasConcept C2776401178 @default.
- W4280587730 hasConcept C33923547 @default.
- W4280587730 hasConcept C41008148 @default.
- W4280587730 hasConcept C41895202 @default.
- W4280587730 hasConcept C58166 @default.
- W4280587730 hasConcept C73555534 @default.
- W4280587730 hasConcept C74193536 @default.
- W4280587730 hasConcept C75684735 @default.
- W4280587730 hasConcept C81917197 @default.
- W4280587730 hasConceptScore W4280587730C113174947 @default.
- W4280587730 hasConceptScore W4280587730C114614502 @default.
- W4280587730 hasConceptScore W4280587730C119857082 @default.
- W4280587730 hasConceptScore W4280587730C124101348 @default.
- W4280587730 hasConceptScore W4280587730C134306372 @default.
- W4280587730 hasConceptScore W4280587730C138885662 @default.
- W4280587730 hasConceptScore W4280587730C148483581 @default.
- W4280587730 hasConceptScore W4280587730C153180895 @default.
- W4280587730 hasConceptScore W4280587730C154945302 @default.
- W4280587730 hasConceptScore W4280587730C193524817 @default.
- W4280587730 hasConceptScore W4280587730C2776401178 @default.
- W4280587730 hasConceptScore W4280587730C33923547 @default.
- W4280587730 hasConceptScore W4280587730C41008148 @default.
- W4280587730 hasConceptScore W4280587730C41895202 @default.
- W4280587730 hasConceptScore W4280587730C58166 @default.
- W4280587730 hasConceptScore W4280587730C73555534 @default.
- W4280587730 hasConceptScore W4280587730C74193536 @default.
- W4280587730 hasConceptScore W4280587730C75684735 @default.
- W4280587730 hasConceptScore W4280587730C81917197 @default.
- W4280587730 hasFunder F4320322322 @default.
- W4280587730 hasFunder F4320335726 @default.
- W4280587730 hasLocation W42805877301 @default.
- W4280587730 hasOpenAccess W4280587730 @default.
- W4280587730 hasPrimaryLocation W42805877301 @default.
- W4280587730 hasRelatedWork W1985177547 @default.
- W4280587730 hasRelatedWork W2133581097 @default.
- W4280587730 hasRelatedWork W2347219288 @default.
- W4280587730 hasRelatedWork W2361925972 @default.
- W4280587730 hasRelatedWork W2370203199 @default.
- W4280587730 hasRelatedWork W2375956775 @default.
- W4280587730 hasRelatedWork W2894871804 @default.
- W4280587730 hasRelatedWork W3014300295 @default.
- W4280587730 hasRelatedWork W3210877509 @default.
- W4280587730 hasRelatedWork W4225360065 @default.
- W4280587730 hasVolume "101" @default.
- W4280587730 isParatext "false" @default.
- W4280587730 isRetracted "false" @default.
- W4280587730 workType "article" @default.