FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3097684051> ?p ?o ?g. }

• W3097684051 endingPage "202885" @default.
• W3097684051 startingPage "202872" @default.
• W3097684051 abstract "The evaluation on clustering results is an important component of clustering analysis, which can be conducted by the cluster validity index. However, the performances of most existing indices depend on not only the specific clustering algorithms but also the measurements of within- and between- cluster distances and data structures, resulting in limited applications in practice. In this paper, a new within-cluster distance under a general assumption is defined first. After adjusting within-cluster distances of each point according to the adjustment rule, a novel cluster validity index is proposed. Moreover, the notion of chain is introduced to eliminate the effects of sizes, densities, and shapes of clusters. This index does not need any prior information about clustering algorithms and is independent of data structures. Two groups of synthetic datasets with various characteristics and real-world datasets are used to validate this proposed validity index. Experimental results demonstrate that the evaluation accuracy of this index is higher than that of the existing typical indices and performs well on datasets with irregular-shaped clusters." @default.
• W3097684051 created "2020-11-09" @default.
• W3097684051 creator A5018962276 @default.
• W3097684051 creator A5043673248 @default.
• W3097684051 creator A5059551958 @default.
• W3097684051 creator A5060663970 @default.
• W3097684051 creator A5091077035 @default.
• W3097684051 date "2020-01-01" @default.
• W3097684051 modified "2023-10-16" @default.
• W3097684051 title "A New Cluster Validity Index Based on the Adjustment of Within-Cluster Distance" @default.
• W3097684051 cites W1597797845 @default.
• W3097684051 cites W1983753875 @default.
• W3097684051 cites W1985059878 @default.
• W3097684051 cites W1988497044 @default.
• W3097684051 cites W1996747841 @default.
• W3097684051 cites W2051224630 @default.
• W3097684051 cites W2060979493 @default.
• W3097684051 cites W2068617723 @default.
• W3097684051 cites W2071949631 @default.
• W3097684051 cites W2094956507 @default.
• W3097684051 cites W2108323654 @default.
• W3097684051 cites W2120887445 @default.
• W3097684051 cites W2137686028 @default.
• W3097684051 cites W2165835468 @default.
• W3097684051 cites W2417532691 @default.
• W3097684051 cites W2467305767 @default.
• W3097684051 cites W2559932693 @default.
• W3097684051 cites W2586696502 @default.
• W3097684051 cites W2604784005 @default.
• W3097684051 cites W2768370210 @default.
• W3097684051 cites W2791319131 @default.
• W3097684051 cites W2811460041 @default.
• W3097684051 cites W2884562637 @default.
• W3097684051 cites W2884851420 @default.
• W3097684051 cites W2885589114 @default.
• W3097684051 cites W2894216414 @default.
• W3097684051 cites W2897681662 @default.
• W3097684051 cites W2910854613 @default.
• W3097684051 cites W2922389095 @default.
• W3097684051 cites W4242401062 @default.
• W3097684051 cites W974986761 @default.
• W3097684051 doi "https://doi.org/10.1109/access.2020.3036074" @default.
• W3097684051 hasPublicationYear "2020" @default.
• W3097684051 type Work @default.
• W3097684051 sameAs 3097684051 @default.
• W3097684051 citedByCount "7" @default.
• W3097684051 countsByYear W30976840512022 @default.
• W3097684051 countsByYear W30976840512023 @default.
• W3097684051 crossrefType "journal-article" @default.
• W3097684051 hasAuthorship W3097684051A5018962276 @default.
• W3097684051 hasAuthorship W3097684051A5043673248 @default.
• W3097684051 hasAuthorship W3097684051A5059551958 @default.
• W3097684051 hasAuthorship W3097684051A5060663970 @default.
• W3097684051 hasAuthorship W3097684051A5091077035 @default.
• W3097684051 hasBestOaLocation W30976840511 @default.
• W3097684051 hasConcept C115328559 @default.
• W3097684051 hasConcept C124101348 @default.
• W3097684051 hasConcept C136764020 @default.
• W3097684051 hasConcept C153180895 @default.
• W3097684051 hasConcept C154945302 @default.
• W3097684051 hasConcept C164866538 @default.
• W3097684051 hasConcept C17212007 @default.
• W3097684051 hasConcept C199360897 @default.
• W3097684051 hasConcept C2524010 @default.
• W3097684051 hasConcept C2777382242 @default.
• W3097684051 hasConcept C28719098 @default.
• W3097684051 hasConcept C33704608 @default.
• W3097684051 hasConcept C33923547 @default.
• W3097684051 hasConcept C41008148 @default.
• W3097684051 hasConcept C73555534 @default.
• W3097684051 hasConceptScore W3097684051C115328559 @default.
• W3097684051 hasConceptScore W3097684051C124101348 @default.
• W3097684051 hasConceptScore W3097684051C136764020 @default.
• W3097684051 hasConceptScore W3097684051C153180895 @default.
• W3097684051 hasConceptScore W3097684051C154945302 @default.
• W3097684051 hasConceptScore W3097684051C164866538 @default.
• W3097684051 hasConceptScore W3097684051C17212007 @default.
• W3097684051 hasConceptScore W3097684051C199360897 @default.
• W3097684051 hasConceptScore W3097684051C2524010 @default.
• W3097684051 hasConceptScore W3097684051C2777382242 @default.
• W3097684051 hasConceptScore W3097684051C28719098 @default.
• W3097684051 hasConceptScore W3097684051C33704608 @default.
• W3097684051 hasConceptScore W3097684051C33923547 @default.
• W3097684051 hasConceptScore W3097684051C41008148 @default.
• W3097684051 hasConceptScore W3097684051C73555534 @default.
• W3097684051 hasFunder F4320321001 @default.
• W3097684051 hasLocation W30976840511 @default.
• W3097684051 hasOpenAccess W3097684051 @default.
• W3097684051 hasPrimaryLocation W30976840511 @default.
• W3097684051 hasRelatedWork W1987634878 @default.
• W3097684051 hasRelatedWork W2380798983 @default.
• W3097684051 hasRelatedWork W2389934482 @default.
• W3097684051 hasRelatedWork W2498980868 @default.
• W3097684051 hasRelatedWork W2790640884 @default.
• W3097684051 hasRelatedWork W3004745571 @default.
• W3097684051 hasRelatedWork W3097684051 @default.
• W3097684051 hasRelatedWork W3176177124 @default.
• W3097684051 hasRelatedWork W4241252752 @default.

• next