Matches in SemOpenAlex for { <https://semopenalex.org/work/W2257597788> ?p ?o ?g. }
Showing items 1 to 75 of
75
with 100 items per page.
- W2257597788 abstract "Inspired by the swarm intelligence in self- organizing behavior of real Particle Swarm Optimization various Particle Swarm Optimization algorithms were proposed recently for many research fields in data mining such as clustering Compared with the previous clustering approaches such as K-means the main advantage of Particle Swarm Optimization based clustering algorithms is that no additional information is needed such as the initial partitioning of the data or the number of clusters In this paper, we discuss the clustering analysis way by a combination of advantages of particle swarm optimization in the clustering, since Particle Particle Swarm Optimization has the good global searching quickly. Firstly, the center and number of clustering are determined by using the Particle Swarm Optimization, and then the above clustering results are optimized by the K-means algorithm combining with the optimization algorithm. The simulated experiments show that the combining algorithm is obviously superior to some common clustering algorithms since it has obvious advantage in optimization capacity, more efficient and more robust than previous research such as the classical K-means clustering algorithm." @default.
- W2257597788 created "2016-06-24" @default.
- W2257597788 creator A5027812824 @default.
- W2257597788 creator A5033966600 @default.
- W2257597788 creator A5041659230 @default.
- W2257597788 creator A5073878171 @default.
- W2257597788 date "2016-01-01" @default.
- W2257597788 modified "2023-09-27" @default.
- W2257597788 title "A New Cluster Analysis Based on Combinatorial Particle Swarm Optimization Algorithm" @default.
- W2257597788 cites W1479745656 @default.
- W2257597788 cites W1623080549 @default.
- W2257597788 cites W1999075329 @default.
- W2257597788 cites W2029457945 @default.
- W2257597788 cites W2036987424 @default.
- W2257597788 cites W2064222622 @default.
- W2257597788 cites W2075793946 @default.
- W2257597788 cites W2084812512 @default.
- W2257597788 cites W2112756278 @default.
- W2257597788 cites W2133556763 @default.
- W2257597788 cites W2145113795 @default.
- W2257597788 cites W2152195021 @default.
- W2257597788 cites W2153022204 @default.
- W2257597788 cites W2154929945 @default.
- W2257597788 cites W3098659642 @default.
- W2257597788 doi "https://doi.org/10.2991/emcs-16.2016.114" @default.
- W2257597788 hasPublicationYear "2016" @default.
- W2257597788 type Work @default.
- W2257597788 sameAs 2257597788 @default.
- W2257597788 citedByCount "4" @default.
- W2257597788 countsByYear W22575977882020 @default.
- W2257597788 countsByYear W22575977882022 @default.
- W2257597788 countsByYear W22575977882023 @default.
- W2257597788 crossrefType "proceedings-article" @default.
- W2257597788 hasAuthorship W2257597788A5027812824 @default.
- W2257597788 hasAuthorship W2257597788A5033966600 @default.
- W2257597788 hasAuthorship W2257597788A5041659230 @default.
- W2257597788 hasAuthorship W2257597788A5073878171 @default.
- W2257597788 hasBestOaLocation W22575977881 @default.
- W2257597788 hasConcept C109718341 @default.
- W2257597788 hasConcept C11413529 @default.
- W2257597788 hasConcept C122357587 @default.
- W2257597788 hasConcept C126255220 @default.
- W2257597788 hasConcept C164866538 @default.
- W2257597788 hasConcept C199360897 @default.
- W2257597788 hasConcept C33923547 @default.
- W2257597788 hasConcept C41008148 @default.
- W2257597788 hasConcept C52692508 @default.
- W2257597788 hasConcept C85617194 @default.
- W2257597788 hasConceptScore W2257597788C109718341 @default.
- W2257597788 hasConceptScore W2257597788C11413529 @default.
- W2257597788 hasConceptScore W2257597788C122357587 @default.
- W2257597788 hasConceptScore W2257597788C126255220 @default.
- W2257597788 hasConceptScore W2257597788C164866538 @default.
- W2257597788 hasConceptScore W2257597788C199360897 @default.
- W2257597788 hasConceptScore W2257597788C33923547 @default.
- W2257597788 hasConceptScore W2257597788C41008148 @default.
- W2257597788 hasConceptScore W2257597788C52692508 @default.
- W2257597788 hasConceptScore W2257597788C85617194 @default.
- W2257597788 hasLocation W22575977881 @default.
- W2257597788 hasOpenAccess W2257597788 @default.
- W2257597788 hasPrimaryLocation W22575977881 @default.
- W2257597788 hasRelatedWork W1879023378 @default.
- W2257597788 hasRelatedWork W1997830976 @default.
- W2257597788 hasRelatedWork W2042536609 @default.
- W2257597788 hasRelatedWork W2189241693 @default.
- W2257597788 hasRelatedWork W2371863925 @default.
- W2257597788 hasRelatedWork W2372447950 @default.
- W2257597788 hasRelatedWork W2378509784 @default.
- W2257597788 hasRelatedWork W2580862641 @default.
- W2257597788 hasRelatedWork W3102725223 @default.
- W2257597788 hasRelatedWork W86240527 @default.
- W2257597788 isParatext "false" @default.
- W2257597788 isRetracted "false" @default.
- W2257597788 magId "2257597788" @default.
- W2257597788 workType "article" @default.