Matches in SemOpenAlex for { <https://semopenalex.org/work/W4385737766> ?p ?o ?g. }
- W4385737766 endingPage "119470" @default.
- W4385737766 startingPage "119470" @default.
- W4385737766 abstract "Density peaks clustering (DPC) has had an impact in many fields, as it can quickly select centers and effectively process complex data. However, it also has low operational efficiency and a “Domino” effect. To solve these defects, we propose a fast density peaks clustering algorithm based on improved mutual K-nearest-neighbor and sub-cluster merging (KS-FDPC). The new algorithm adopts a partitioning-merging strategy. By dividing the data into multiple sub-clusters, the impact range of high-density points on subsequent allocation points can be reduced. And the fast nearest neighbors search improves the speed of DPC. In the experiment, KS-FDPC is used to compare with eight improved DPC algorithms on eight synthetic data and eight UCI data. The results indicate that the overall clustering performance of KS-FDPC is superior to other algorithms. Moreover, KS-FDPC runs faster than other algorithms. Therefore, KS-FDPC is an effective improvement of DPC." @default.
- W4385737766 created "2023-08-11" @default.
- W4385737766 creator A5003753200 @default.
- W4385737766 creator A5018133348 @default.
- W4385737766 creator A5030712423 @default.
- W4385737766 creator A5054811790 @default.
- W4385737766 creator A5082274996 @default.
- W4385737766 date "2023-11-01" @default.
- W4385737766 modified "2023-10-18" @default.
- W4385737766 title "Fast density peaks clustering algorithm based on improved mutual K-nearest-neighbor and sub-cluster merging" @default.
- W4385737766 cites W2165835468 @default.
- W4385737766 cites W2268194897 @default.
- W4385737766 cites W2293435807 @default.
- W4385737766 cites W2524847239 @default.
- W4385737766 cites W2549636757 @default.
- W4385737766 cites W2789456849 @default.
- W4385737766 cites W2804388974 @default.
- W4385737766 cites W2807146096 @default.
- W4385737766 cites W2884121498 @default.
- W4385737766 cites W2921078400 @default.
- W4385737766 cites W2922389095 @default.
- W4385737766 cites W2923406153 @default.
- W4385737766 cites W2940963287 @default.
- W4385737766 cites W2943286098 @default.
- W4385737766 cites W2956329120 @default.
- W4385737766 cites W2963043340 @default.
- W4385737766 cites W2966530783 @default.
- W4385737766 cites W2981001919 @default.
- W4385737766 cites W2987721216 @default.
- W4385737766 cites W2990584864 @default.
- W4385737766 cites W2990619288 @default.
- W4385737766 cites W3004688128 @default.
- W4385737766 cites W3014603824 @default.
- W4385737766 cites W3022483867 @default.
- W4385737766 cites W3035487433 @default.
- W4385737766 cites W3048723817 @default.
- W4385737766 cites W3082382655 @default.
- W4385737766 cites W3096531966 @default.
- W4385737766 cites W3112798043 @default.
- W4385737766 cites W3133952572 @default.
- W4385737766 cites W3204150562 @default.
- W4385737766 cites W4206045011 @default.
- W4385737766 cites W4211194210 @default.
- W4385737766 cites W4311088277 @default.
- W4385737766 cites W4311457624 @default.
- W4385737766 cites W4313593673 @default.
- W4385737766 doi "https://doi.org/10.1016/j.ins.2023.119470" @default.
- W4385737766 hasPublicationYear "2023" @default.
- W4385737766 type Work @default.
- W4385737766 citedByCount "0" @default.
- W4385737766 crossrefType "journal-article" @default.
- W4385737766 hasAuthorship W4385737766A5003753200 @default.
- W4385737766 hasAuthorship W4385737766A5018133348 @default.
- W4385737766 hasAuthorship W4385737766A5030712423 @default.
- W4385737766 hasAuthorship W4385737766A5054811790 @default.
- W4385737766 hasAuthorship W4385737766A5082274996 @default.
- W4385737766 hasConcept C102164700 @default.
- W4385737766 hasConcept C104047586 @default.
- W4385737766 hasConcept C111919701 @default.
- W4385737766 hasConcept C113238511 @default.
- W4385737766 hasConcept C11413529 @default.
- W4385737766 hasConcept C124101348 @default.
- W4385737766 hasConcept C153180895 @default.
- W4385737766 hasConcept C154945302 @default.
- W4385737766 hasConcept C159985019 @default.
- W4385737766 hasConcept C164866538 @default.
- W4385737766 hasConcept C192562407 @default.
- W4385737766 hasConcept C199360897 @default.
- W4385737766 hasConcept C204323151 @default.
- W4385737766 hasConcept C41008148 @default.
- W4385737766 hasConcept C73555534 @default.
- W4385737766 hasConcept C94641424 @default.
- W4385737766 hasConcept C98045186 @default.
- W4385737766 hasConceptScore W4385737766C102164700 @default.
- W4385737766 hasConceptScore W4385737766C104047586 @default.
- W4385737766 hasConceptScore W4385737766C111919701 @default.
- W4385737766 hasConceptScore W4385737766C113238511 @default.
- W4385737766 hasConceptScore W4385737766C11413529 @default.
- W4385737766 hasConceptScore W4385737766C124101348 @default.
- W4385737766 hasConceptScore W4385737766C153180895 @default.
- W4385737766 hasConceptScore W4385737766C154945302 @default.
- W4385737766 hasConceptScore W4385737766C159985019 @default.
- W4385737766 hasConceptScore W4385737766C164866538 @default.
- W4385737766 hasConceptScore W4385737766C192562407 @default.
- W4385737766 hasConceptScore W4385737766C199360897 @default.
- W4385737766 hasConceptScore W4385737766C204323151 @default.
- W4385737766 hasConceptScore W4385737766C41008148 @default.
- W4385737766 hasConceptScore W4385737766C73555534 @default.
- W4385737766 hasConceptScore W4385737766C94641424 @default.
- W4385737766 hasConceptScore W4385737766C98045186 @default.
- W4385737766 hasFunder F4320321001 @default.
- W4385737766 hasLocation W43857377661 @default.
- W4385737766 hasOpenAccess W4385737766 @default.
- W4385737766 hasPrimaryLocation W43857377661 @default.
- W4385737766 hasRelatedWork W1981914622 @default.
- W4385737766 hasRelatedWork W2139701438 @default.
- W4385737766 hasRelatedWork W2361300133 @default.
- W4385737766 hasRelatedWork W2374708992 @default.