Matches in SemOpenAlex for { <https://semopenalex.org/work/W4386775648> ?p ?o ?g. }
Showing items 1 to 67 of
67
with 100 items per page.
- W4386775648 abstract "Aiming at the problems that the Krill Herd (KH) algorithm is easy to fall into the local optimum, the searchability is weak, and the k-means algorithm is easily affected by the selection of the initial clustering centre, a k-means algorithm based on the improved KH algorithm is proposed. The algorithm is initialized by chaos, dynamic clustering, elite leadership and random mutation strategies to improve the KH algorithm and introduce the optimal clustering number adaptive mechanism, which enhances the comprehensive optimization ability of the algorithm. Six benchmark functions test the improved KH algorithm. The effectiveness of the k-means algorithm based on the improved KH algorithm was tested and verified with UCI machine learning and artificial datasets. The verification results showed that the improved KH algorithm improved based on ensuring a faster convergence speed. Compared with other algorithms, the performance of this algorithm has been significantly improved in all aspects." @default.
- W4386775648 created "2023-09-16" @default.
- W4386775648 date "2023-09-01" @default.
- W4386775648 modified "2023-09-26" @default.
- W4386775648 title "K-means Algorithm Based on Improved Krill Herd Algorithm and Calinski-Harabasz Index" @default.
- W4386775648 doi "https://doi.org/10.55057/ijarti.2023.5.3.2" @default.
- W4386775648 hasPublicationYear "2023" @default.
- W4386775648 type Work @default.
- W4386775648 citedByCount "0" @default.
- W4386775648 crossrefType "journal-article" @default.
- W4386775648 hasBestOaLocation W43867756481 @default.
- W4386775648 hasConcept C110083411 @default.
- W4386775648 hasConcept C11413529 @default.
- W4386775648 hasConcept C117765406 @default.
- W4386775648 hasConcept C119857082 @default.
- W4386775648 hasConcept C13280743 @default.
- W4386775648 hasConcept C154945302 @default.
- W4386775648 hasConcept C162324750 @default.
- W4386775648 hasConcept C17061570 @default.
- W4386775648 hasConcept C184497298 @default.
- W4386775648 hasConcept C185798385 @default.
- W4386775648 hasConcept C205649164 @default.
- W4386775648 hasConcept C2777303404 @default.
- W4386775648 hasConcept C33923547 @default.
- W4386775648 hasConcept C41008148 @default.
- W4386775648 hasConcept C50522688 @default.
- W4386775648 hasConcept C50644808 @default.
- W4386775648 hasConcept C73555534 @default.
- W4386775648 hasConcept C81917197 @default.
- W4386775648 hasConcept C8880873 @default.
- W4386775648 hasConcept C95627357 @default.
- W4386775648 hasConceptScore W4386775648C110083411 @default.
- W4386775648 hasConceptScore W4386775648C11413529 @default.
- W4386775648 hasConceptScore W4386775648C117765406 @default.
- W4386775648 hasConceptScore W4386775648C119857082 @default.
- W4386775648 hasConceptScore W4386775648C13280743 @default.
- W4386775648 hasConceptScore W4386775648C154945302 @default.
- W4386775648 hasConceptScore W4386775648C162324750 @default.
- W4386775648 hasConceptScore W4386775648C17061570 @default.
- W4386775648 hasConceptScore W4386775648C184497298 @default.
- W4386775648 hasConceptScore W4386775648C185798385 @default.
- W4386775648 hasConceptScore W4386775648C205649164 @default.
- W4386775648 hasConceptScore W4386775648C2777303404 @default.
- W4386775648 hasConceptScore W4386775648C33923547 @default.
- W4386775648 hasConceptScore W4386775648C41008148 @default.
- W4386775648 hasConceptScore W4386775648C50522688 @default.
- W4386775648 hasConceptScore W4386775648C50644808 @default.
- W4386775648 hasConceptScore W4386775648C73555534 @default.
- W4386775648 hasConceptScore W4386775648C81917197 @default.
- W4386775648 hasConceptScore W4386775648C8880873 @default.
- W4386775648 hasConceptScore W4386775648C95627357 @default.
- W4386775648 hasLocation W43867756481 @default.
- W4386775648 hasOpenAccess W4386775648 @default.
- W4386775648 hasPrimaryLocation W43867756481 @default.
- W4386775648 hasRelatedWork W1485630101 @default.
- W4386775648 hasRelatedWork W1796562198 @default.
- W4386775648 hasRelatedWork W1966296938 @default.
- W4386775648 hasRelatedWork W2115794623 @default.
- W4386775648 hasRelatedWork W2352860318 @default.
- W4386775648 hasRelatedWork W2384897607 @default.
- W4386775648 hasRelatedWork W2498017833 @default.
- W4386775648 hasRelatedWork W4360996384 @default.
- W4386775648 hasRelatedWork W4386775648 @default.
- W4386775648 hasRelatedWork W59138504 @default.
- W4386775648 isParatext "false" @default.
- W4386775648 isRetracted "false" @default.
- W4386775648 workType "article" @default.