Matches in SemOpenAlex for { <https://semopenalex.org/work/W4308659771> ?p ?o ?g. }
Showing items 1 to 70 of
70
with 100 items per page.
- W4308659771 abstract "The K-Means algorithm is a typical algorithm in the partition-based clustering algorithm. The algorithm has the simple operation advantages, using the error squared criterion function, and high compressibility and scalability in the large data sets processing. However, the algorithm still has some shortcomings that the random initial clustering center leads to the instability of the algorithm. This article studies the ideas, principles, disadvantages and advantages of the traditional K-Means algorithm and proposes and studies the defects of its dependence on the initial value. An improved algorithm K-means improved, which improves the method of selecting initial cluster centers. Experiments have shown that the K-means improved algorithm effectively improves the algorithm stability and efficiency and reduces the algorithm cost." @default.
- W4308659771 created "2022-11-13" @default.
- W4308659771 creator A5052928654 @default.
- W4308659771 date "2022-10-11" @default.
- W4308659771 modified "2023-09-27" @default.
- W4308659771 title "Application of an K-means Improved Clustering Analysis Algorithm in the Design of Resource Management Information System" @default.
- W4308659771 cites W2999628013 @default.
- W4308659771 cites W3037528720 @default.
- W4308659771 cites W3082120102 @default.
- W4308659771 cites W3094110867 @default.
- W4308659771 cites W3120856489 @default.
- W4308659771 cites W3133659124 @default.
- W4308659771 doi "https://doi.org/10.23919/wac55640.2022.9934387" @default.
- W4308659771 hasPublicationYear "2022" @default.
- W4308659771 type Work @default.
- W4308659771 citedByCount "0" @default.
- W4308659771 crossrefType "proceedings-article" @default.
- W4308659771 hasAuthorship W4308659771A5052928654 @default.
- W4308659771 hasConcept C104047586 @default.
- W4308659771 hasConcept C106516650 @default.
- W4308659771 hasConcept C112972136 @default.
- W4308659771 hasConcept C11413529 @default.
- W4308659771 hasConcept C114614502 @default.
- W4308659771 hasConcept C119857082 @default.
- W4308659771 hasConcept C124101348 @default.
- W4308659771 hasConcept C154945302 @default.
- W4308659771 hasConcept C33704608 @default.
- W4308659771 hasConcept C33923547 @default.
- W4308659771 hasConcept C35995877 @default.
- W4308659771 hasConcept C41008148 @default.
- W4308659771 hasConcept C42812 @default.
- W4308659771 hasConcept C48044578 @default.
- W4308659771 hasConcept C65932786 @default.
- W4308659771 hasConcept C73555534 @default.
- W4308659771 hasConcept C77088390 @default.
- W4308659771 hasConcept C94641424 @default.
- W4308659771 hasConceptScore W4308659771C104047586 @default.
- W4308659771 hasConceptScore W4308659771C106516650 @default.
- W4308659771 hasConceptScore W4308659771C112972136 @default.
- W4308659771 hasConceptScore W4308659771C11413529 @default.
- W4308659771 hasConceptScore W4308659771C114614502 @default.
- W4308659771 hasConceptScore W4308659771C119857082 @default.
- W4308659771 hasConceptScore W4308659771C124101348 @default.
- W4308659771 hasConceptScore W4308659771C154945302 @default.
- W4308659771 hasConceptScore W4308659771C33704608 @default.
- W4308659771 hasConceptScore W4308659771C33923547 @default.
- W4308659771 hasConceptScore W4308659771C35995877 @default.
- W4308659771 hasConceptScore W4308659771C41008148 @default.
- W4308659771 hasConceptScore W4308659771C42812 @default.
- W4308659771 hasConceptScore W4308659771C48044578 @default.
- W4308659771 hasConceptScore W4308659771C65932786 @default.
- W4308659771 hasConceptScore W4308659771C73555534 @default.
- W4308659771 hasConceptScore W4308659771C77088390 @default.
- W4308659771 hasConceptScore W4308659771C94641424 @default.
- W4308659771 hasLocation W43086597711 @default.
- W4308659771 hasOpenAccess W4308659771 @default.
- W4308659771 hasPrimaryLocation W43086597711 @default.
- W4308659771 hasRelatedWork W2006039862 @default.
- W4308659771 hasRelatedWork W2350975147 @default.
- W4308659771 hasRelatedWork W2367316505 @default.
- W4308659771 hasRelatedWork W2389995834 @default.
- W4308659771 hasRelatedWork W2393123207 @default.
- W4308659771 hasRelatedWork W2544656483 @default.
- W4308659771 hasRelatedWork W3105712096 @default.
- W4308659771 hasRelatedWork W3107021500 @default.
- W4308659771 hasRelatedWork W4308659771 @default.
- W4308659771 hasRelatedWork W60578261 @default.
- W4308659771 isParatext "false" @default.
- W4308659771 isRetracted "false" @default.
- W4308659771 workType "article" @default.