FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4205415213> ?p ?o ?g. }

• W4205415213 endingPage "33" @default.
• W4205415213 startingPage "1" @default.
• W4205415213 abstract "Risk patterns are crucial in biomedical research and have served as an important factor in precision health and disease prevention. Despite recent development in parallel and high-performance computing, existing risk pattern mining methods still struggle with problems caused by large-scale datasets, such as redundant candidate generation, inability to discover long significant patterns, and prolonged post pattern filtering. In this article, we propose a novel dynamic tree structure, Risk Hierarchical Pattern Tree (RHPTree), and a top-down search method, RHPSearch, which are capable of efficiently analyzing a large volume of data and overcoming the limitations of previous works. The dynamic nature of the RHPTree avoids costly tree reconstruction for the iterative search process and dataset updates. We also introduce two specialized search methods, the extended target search (RHPSearch-TS) and the parallel search approach (RHPSearch-SD), to further speed up the retrieval of certain items of interest. Experiments on both UCI machine learning datasets and sampled datasets of the Simons Foundation Autism Research Initiative (SFARI)—Simon’s Simplex Collection (SSC) datasets demonstrate that our method is not only faster but also more effective in identifying comprehensive long risk patterns than existing works. Moreover, the proposed new tree structure is generic and applicable to other pattern mining problems." @default.
• W4205415213 created "2022-01-25" @default.
• W4205415213 creator A5013031415 @default.
• W4205415213 creator A5013503054 @default.
• W4205415213 creator A5016046136 @default.
• W4205415213 creator A5017068748 @default.
• W4205415213 creator A5037671822 @default.
• W4205415213 date "2022-01-08" @default.
• W4205415213 modified "2023-09-30" @default.
• W4205415213 title "RHPTree—Risk Hierarchical Pattern Tree for Scalable Long Pattern Mining" @default.
• W4205415213 cites W15569989 @default.
• W4205415213 cites W1572919196 @default.
• W4205415213 cites W1951217842 @default.
• W4205415213 cites W1977055639 @default.
• W4205415213 cites W1977825417 @default.
• W4205415213 cites W2034589438 @default.
• W4205415213 cites W2038812321 @default.
• W4205415213 cites W2056910091 @default.
• W4205415213 cites W2059464296 @default.
• W4205415213 cites W2060804331 @default.
• W4205415213 cites W2082036307 @default.
• W4205415213 cites W2101896525 @default.
• W4205415213 cites W2109551028 @default.
• W4205415213 cites W2113280421 @default.
• W4205415213 cites W2123426165 @default.
• W4205415213 cites W2144481322 @default.
• W4205415213 cites W2161591307 @default.
• W4205415213 cites W2161970221 @default.
• W4205415213 cites W2167699232 @default.
• W4205415213 cites W2235169227 @default.
• W4205415213 cites W2264497793 @default.
• W4205415213 cites W2403897016 @default.
• W4205415213 cites W2560140067 @default.
• W4205415213 cites W2561827404 @default.
• W4205415213 cites W2583716241 @default.
• W4205415213 cites W2606579143 @default.
• W4205415213 cites W2790530433 @default.
• W4205415213 cites W2793171360 @default.
• W4205415213 cites W2896916493 @default.
• W4205415213 cites W2899720772 @default.
• W4205415213 cites W2909756225 @default.
• W4205415213 cites W2912520033 @default.
• W4205415213 cites W2937643694 @default.
• W4205415213 cites W2986706050 @default.
• W4205415213 cites W2989566844 @default.
• W4205415213 cites W2997944188 @default.
• W4205415213 cites W3011535835 @default.
• W4205415213 cites W3015513889 @default.
• W4205415213 cites W3022061183 @default.
• W4205415213 cites W3042648958 @default.
• W4205415213 cites W3089206957 @default.
• W4205415213 cites W3105029140 @default.
• W4205415213 cites W4252403066 @default.
• W4205415213 cites W981854434 @default.
• W4205415213 doi "https://doi.org/10.1145/3488380" @default.
• W4205415213 hasPublicationYear "2022" @default.
• W4205415213 type Work @default.
• W4205415213 citedByCount "2" @default.
• W4205415213 countsByYear W42054152132023 @default.
• W4205415213 crossrefType "journal-article" @default.
• W4205415213 hasAuthorship W4205415213A5013031415 @default.
• W4205415213 hasAuthorship W4205415213A5013503054 @default.
• W4205415213 hasAuthorship W4205415213A5016046136 @default.
• W4205415213 hasAuthorship W4205415213A5017068748 @default.
• W4205415213 hasAuthorship W4205415213A5037671822 @default.
• W4205415213 hasBestOaLocation W42054152131 @default.
• W4205415213 hasConcept C111919701 @default.
• W4205415213 hasConcept C113174947 @default.
• W4205415213 hasConcept C119857082 @default.
• W4205415213 hasConcept C124101348 @default.
• W4205415213 hasConcept C134306372 @default.
• W4205415213 hasConcept C154945302 @default.
• W4205415213 hasConcept C162319229 @default.
• W4205415213 hasConcept C163797641 @default.
• W4205415213 hasConcept C199360897 @default.
• W4205415213 hasConcept C33923547 @default.
• W4205415213 hasConcept C41008148 @default.
• W4205415213 hasConcept C48044578 @default.
• W4205415213 hasConcept C77088390 @default.
• W4205415213 hasConcept C98045186 @default.
• W4205415213 hasConceptScore W4205415213C111919701 @default.
• W4205415213 hasConceptScore W4205415213C113174947 @default.
• W4205415213 hasConceptScore W4205415213C119857082 @default.
• W4205415213 hasConceptScore W4205415213C124101348 @default.
• W4205415213 hasConceptScore W4205415213C134306372 @default.
• W4205415213 hasConceptScore W4205415213C154945302 @default.
• W4205415213 hasConceptScore W4205415213C162319229 @default.
• W4205415213 hasConceptScore W4205415213C163797641 @default.
• W4205415213 hasConceptScore W4205415213C199360897 @default.
• W4205415213 hasConceptScore W4205415213C33923547 @default.
• W4205415213 hasConceptScore W4205415213C41008148 @default.
• W4205415213 hasConceptScore W4205415213C48044578 @default.
• W4205415213 hasConceptScore W4205415213C77088390 @default.
• W4205415213 hasConceptScore W4205415213C98045186 @default.
• W4205415213 hasIssue "4" @default.
• W4205415213 hasLocation W42054152131 @default.
• W4205415213 hasOpenAccess W4205415213 @default.
• W4205415213 hasPrimaryLocation W42054152131 @default.

• next