Matches in SemOpenAlex for { <https://semopenalex.org/work/W2154657805> ?p ?o ?g. }
Showing items 1 to 67 of
67
with 100 items per page.
- W2154657805 abstract "Based on the density, increment and grid etc, shortcomings like the bad elasticity, weak handling ability of high-dimensional data, sensitive to time sequence of data, bad independence of parameters and weak handling ability of noise are usually existed in clustering algorithm when facing a large number of high-dimensional transaction data. Making experiments by sampling data samples of the 300 mobile phones of Taobao, the following conclusions can be obtained: compared with Single-pass clustering algorithm, the K-means clustering algorithm has a high intra-class dissimilarity and inter-class similarity when analyzing e-commerce transaction. In addition, the K-means clustering algorithm has very high efficiency and strong elasticity when dealing with a large number of data items. However, clustering effects of this algorithm are affected by clustering number and initial positions of clustering center. Therefore, it is easy to show the local optimization for clustering results. Therefore, how to determine clustering number and initial positions of the clustering center of this algorithm is still the important job to be researched in the future." @default.
- W2154657805 created "2016-06-24" @default.
- W2154657805 creator A5046533067 @default.
- W2154657805 creator A5080179913 @default.
- W2154657805 date "2014-02-05" @default.
- W2154657805 modified "2023-09-27" @default.
- W2154657805 title "Clustering Analysis on E-commerce Transaction Based on K-means Clustering" @default.
- W2154657805 cites W1846172396 @default.
- W2154657805 cites W1984072215 @default.
- W2154657805 cites W1996021349 @default.
- W2154657805 cites W2013714397 @default.
- W2154657805 cites W2021554236 @default.
- W2154657805 cites W2040208493 @default.
- W2154657805 cites W2050774577 @default.
- W2154657805 cites W2071265287 @default.
- W2154657805 cites W2081878265 @default.
- W2154657805 cites W2085555526 @default.
- W2154657805 cites W2092617489 @default.
- W2154657805 doi "https://doi.org/10.4304/jnw.9.2.443-450" @default.
- W2154657805 hasPublicationYear "2014" @default.
- W2154657805 type Work @default.
- W2154657805 sameAs 2154657805 @default.
- W2154657805 citedByCount "4" @default.
- W2154657805 countsByYear W21546578052015 @default.
- W2154657805 countsByYear W21546578052017 @default.
- W2154657805 countsByYear W21546578052020 @default.
- W2154657805 countsByYear W21546578052022 @default.
- W2154657805 crossrefType "journal-article" @default.
- W2154657805 hasAuthorship W2154657805A5046533067 @default.
- W2154657805 hasAuthorship W2154657805A5080179913 @default.
- W2154657805 hasConcept C124101348 @default.
- W2154657805 hasConcept C154945302 @default.
- W2154657805 hasConcept C17212007 @default.
- W2154657805 hasConcept C186767784 @default.
- W2154657805 hasConcept C33704608 @default.
- W2154657805 hasConcept C41008148 @default.
- W2154657805 hasConcept C73555534 @default.
- W2154657805 hasConcept C75949130 @default.
- W2154657805 hasConcept C77088390 @default.
- W2154657805 hasConceptScore W2154657805C124101348 @default.
- W2154657805 hasConceptScore W2154657805C154945302 @default.
- W2154657805 hasConceptScore W2154657805C17212007 @default.
- W2154657805 hasConceptScore W2154657805C186767784 @default.
- W2154657805 hasConceptScore W2154657805C33704608 @default.
- W2154657805 hasConceptScore W2154657805C41008148 @default.
- W2154657805 hasConceptScore W2154657805C73555534 @default.
- W2154657805 hasConceptScore W2154657805C75949130 @default.
- W2154657805 hasConceptScore W2154657805C77088390 @default.
- W2154657805 hasIssue "2" @default.
- W2154657805 hasLocation W21546578051 @default.
- W2154657805 hasOpenAccess W2154657805 @default.
- W2154657805 hasPrimaryLocation W21546578051 @default.
- W2154657805 hasRelatedWork W2182561586 @default.
- W2154657805 hasRelatedWork W2398543122 @default.
- W2154657805 hasRelatedWork W2479830597 @default.
- W2154657805 hasRelatedWork W2525029050 @default.
- W2154657805 hasRelatedWork W2624823234 @default.
- W2154657805 hasRelatedWork W2626264717 @default.
- W2154657805 hasRelatedWork W3123479296 @default.
- W2154657805 hasRelatedWork W3192757256 @default.
- W2154657805 hasRelatedWork W3197105638 @default.
- W2154657805 hasRelatedWork W4233099250 @default.
- W2154657805 hasVolume "9" @default.
- W2154657805 isParatext "false" @default.
- W2154657805 isRetracted "false" @default.
- W2154657805 magId "2154657805" @default.
- W2154657805 workType "article" @default.