Matches in SemOpenAlex for { <https://semopenalex.org/work/W296729277> ?p ?o ?g. }
Showing items 1 to 68 of
68
with 100 items per page.
- W296729277 endingPage "132" @default.
- W296729277 startingPage "121" @default.
- W296729277 abstract "Since clustering algorithms identify communities even in networks that are not believed to exhibit clustering behavior, we are interested in evaluating the significance of the communities returned by these algorithms. As a proxy for significance, prior work has investigated stability: by how much do the clusters change when the network is perturbed? We describe a cheap and simple method for evaluating stability and test it on a variety of real-world and synthetic graphs. Rather than evaluating our method on a single clustering algorithm, we give results using three popular clustering algorithms and measuring the distance between computed clusterings via three different metrics. We consider the results in the context of known strengths and weaknesses of the three clustering algorithms and also compare our method against that of measuring modularity. Finally we give evidence that our method provides more information than does the modularity." @default.
- W296729277 created "2016-06-24" @default.
- W296729277 creator A5022940704 @default.
- W296729277 creator A5040125779 @default.
- W296729277 date "2013-01-01" @default.
- W296729277 modified "2023-09-23" @default.
- W296729277 title "Evaluating the Stability of Communities Found by Clustering Algorithms" @default.
- W296729277 cites W1967752035 @default.
- W296729277 cites W1999828072 @default.
- W296729277 cites W2008620264 @default.
- W296729277 cites W203457315 @default.
- W296729277 cites W2047940964 @default.
- W296729277 cites W2089458547 @default.
- W296729277 cites W2095293504 @default.
- W296729277 cites W2111002549 @default.
- W296729277 cites W2111642621 @default.
- W296729277 cites W2112090702 @default.
- W296729277 cites W2120043163 @default.
- W296729277 cites W2127048411 @default.
- W296729277 cites W2136088806 @default.
- W296729277 cites W2146261447 @default.
- W296729277 cites W2151936673 @default.
- W296729277 cites W2154483558 @default.
- W296729277 cites W2155369095 @default.
- W296729277 cites W2157305458 @default.
- W296729277 cites W2164998314 @default.
- W296729277 cites W2420733993 @default.
- W296729277 cites W4312512934 @default.
- W296729277 cites W50940840 @default.
- W296729277 doi "https://doi.org/10.1007/978-3-642-36844-8_12" @default.
- W296729277 hasPublicationYear "2013" @default.
- W296729277 type Work @default.
- W296729277 sameAs 296729277 @default.
- W296729277 citedByCount "0" @default.
- W296729277 crossrefType "book-chapter" @default.
- W296729277 hasAuthorship W296729277A5022940704 @default.
- W296729277 hasAuthorship W296729277A5040125779 @default.
- W296729277 hasConcept C112972136 @default.
- W296729277 hasConcept C11413529 @default.
- W296729277 hasConcept C119857082 @default.
- W296729277 hasConcept C154945302 @default.
- W296729277 hasConcept C41008148 @default.
- W296729277 hasConcept C73555534 @default.
- W296729277 hasConceptScore W296729277C112972136 @default.
- W296729277 hasConceptScore W296729277C11413529 @default.
- W296729277 hasConceptScore W296729277C119857082 @default.
- W296729277 hasConceptScore W296729277C154945302 @default.
- W296729277 hasConceptScore W296729277C41008148 @default.
- W296729277 hasConceptScore W296729277C73555534 @default.
- W296729277 hasLocation W2967292771 @default.
- W296729277 hasOpenAccess W296729277 @default.
- W296729277 hasPrimaryLocation W2967292771 @default.
- W296729277 hasRelatedWork W1999627569 @default.
- W296729277 hasRelatedWork W2961085424 @default.
- W296729277 hasRelatedWork W3046775127 @default.
- W296729277 hasRelatedWork W3107474891 @default.
- W296729277 hasRelatedWork W4205958290 @default.
- W296729277 hasRelatedWork W4286629047 @default.
- W296729277 hasRelatedWork W4306321456 @default.
- W296729277 hasRelatedWork W4306674287 @default.
- W296729277 hasRelatedWork W763609066 @default.
- W296729277 hasRelatedWork W4224009465 @default.
- W296729277 isParatext "false" @default.
- W296729277 isRetracted "false" @default.
- W296729277 magId "296729277" @default.
- W296729277 workType "book-chapter" @default.