Matches in SemOpenAlex for { <https://semopenalex.org/work/W2895888417> ?p ?o ?g. }
Showing items 1 to 100 of
100
with 100 items per page.
- W2895888417 abstract "Cluster analysis is one of the popular data mining techniques and it is defined as the process of grouping similar data. K-Means is one of the clustering algorithms to cluster the numerical data. The features of K-Means clustering algorithm are easy to implement and it is efficient to handle large amounts of data. The major problem with K-Means is the selection of initial centroids. It selects the initial centroids randomly and it leads to a local optimum solution. Recently, nature-inspired optimization algorithms are combined with clustering algorithms to obtain the global optimum solution. Crow Search Algorithm (CSA) is a new population-based metaheuristic optimization algorithm. This algorithm is based on the intelligent behaviour of the crows. In this paper, CSA is combined with the K-Means clustering algorithm to obtain the global optimum solution. Experiments are conducted on benchmark datasets and the results are compared to those from various clustering algorithms and optimization-based clustering algorithms. Also the results are evaluated with internal, external and statistical experiments to prove the efficiency of the proposed algorithm." @default.
- W2895888417 created "2018-10-26" @default.
- W2895888417 creator A5054437439 @default.
- W2895888417 creator A5061105304 @default.
- W2895888417 creator A5088606637 @default.
- W2895888417 date "2018-10-22" @default.
- W2895888417 modified "2023-10-17" @default.
- W2895888417 title "Data clustering using K-Means based on Crow Search Algorithm" @default.
- W2895888417 cites W1485540258 @default.
- W2895888417 cites W1509434256 @default.
- W2895888417 cites W1964803579 @default.
- W2895888417 cites W1970204203 @default.
- W2895888417 cites W1973802342 @default.
- W2895888417 cites W1976744965 @default.
- W2895888417 cites W1978695274 @default.
- W2895888417 cites W1979357074 @default.
- W2895888417 cites W1985460844 @default.
- W2895888417 cites W2012258043 @default.
- W2895888417 cites W2019617030 @default.
- W2895888417 cites W2039413968 @default.
- W2895888417 cites W2050802111 @default.
- W2895888417 cites W2057691548 @default.
- W2895888417 cites W2072955302 @default.
- W2895888417 cites W2089040534 @default.
- W2895888417 cites W2098477891 @default.
- W2895888417 cites W2100120684 @default.
- W2895888417 cites W2103868202 @default.
- W2895888417 cites W2134816084 @default.
- W2895888417 cites W2143560894 @default.
- W2895888417 cites W2149923901 @default.
- W2895888417 cites W2306115793 @default.
- W2895888417 cites W2328393477 @default.
- W2895888417 cites W2624281123 @default.
- W2895888417 cites W2963103847 @default.
- W2895888417 cites W4212899374 @default.
- W2895888417 doi "https://doi.org/10.1007/s12046-018-0962-3" @default.
- W2895888417 hasPublicationYear "2018" @default.
- W2895888417 type Work @default.
- W2895888417 sameAs 2895888417 @default.
- W2895888417 citedByCount "25" @default.
- W2895888417 countsByYear W28958884172019 @default.
- W2895888417 countsByYear W28958884172020 @default.
- W2895888417 countsByYear W28958884172021 @default.
- W2895888417 countsByYear W28958884172022 @default.
- W2895888417 countsByYear W28958884172023 @default.
- W2895888417 crossrefType "journal-article" @default.
- W2895888417 hasAuthorship W2895888417A5054437439 @default.
- W2895888417 hasAuthorship W2895888417A5061105304 @default.
- W2895888417 hasAuthorship W2895888417A5088606637 @default.
- W2895888417 hasBestOaLocation W28958884172 @default.
- W2895888417 hasConcept C104047586 @default.
- W2895888417 hasConcept C109718341 @default.
- W2895888417 hasConcept C11413529 @default.
- W2895888417 hasConcept C124101348 @default.
- W2895888417 hasConcept C13280743 @default.
- W2895888417 hasConcept C146599234 @default.
- W2895888417 hasConcept C149872217 @default.
- W2895888417 hasConcept C154945302 @default.
- W2895888417 hasConcept C185798385 @default.
- W2895888417 hasConcept C193143536 @default.
- W2895888417 hasConcept C205649164 @default.
- W2895888417 hasConcept C33704608 @default.
- W2895888417 hasConcept C41008148 @default.
- W2895888417 hasConcept C73555534 @default.
- W2895888417 hasConcept C94641424 @default.
- W2895888417 hasConceptScore W2895888417C104047586 @default.
- W2895888417 hasConceptScore W2895888417C109718341 @default.
- W2895888417 hasConceptScore W2895888417C11413529 @default.
- W2895888417 hasConceptScore W2895888417C124101348 @default.
- W2895888417 hasConceptScore W2895888417C13280743 @default.
- W2895888417 hasConceptScore W2895888417C146599234 @default.
- W2895888417 hasConceptScore W2895888417C149872217 @default.
- W2895888417 hasConceptScore W2895888417C154945302 @default.
- W2895888417 hasConceptScore W2895888417C185798385 @default.
- W2895888417 hasConceptScore W2895888417C193143536 @default.
- W2895888417 hasConceptScore W2895888417C205649164 @default.
- W2895888417 hasConceptScore W2895888417C33704608 @default.
- W2895888417 hasConceptScore W2895888417C41008148 @default.
- W2895888417 hasConceptScore W2895888417C73555534 @default.
- W2895888417 hasConceptScore W2895888417C94641424 @default.
- W2895888417 hasIssue "11" @default.
- W2895888417 hasLocation W28958884171 @default.
- W2895888417 hasLocation W28958884172 @default.
- W2895888417 hasOpenAccess W2895888417 @default.
- W2895888417 hasPrimaryLocation W28958884171 @default.
- W2895888417 hasRelatedWork W1926736923 @default.
- W2895888417 hasRelatedWork W1985834397 @default.
- W2895888417 hasRelatedWork W2009728897 @default.
- W2895888417 hasRelatedWork W2163563073 @default.
- W2895888417 hasRelatedWork W2478351377 @default.
- W2895888417 hasRelatedWork W2782648987 @default.
- W2895888417 hasRelatedWork W2895888417 @default.
- W2895888417 hasRelatedWork W3025379803 @default.
- W2895888417 hasRelatedWork W2185485884 @default.
- W2895888417 hasRelatedWork W2185743328 @default.
- W2895888417 hasVolume "43" @default.
- W2895888417 isParatext "false" @default.
- W2895888417 isRetracted "false" @default.
- W2895888417 magId "2895888417" @default.
- W2895888417 workType "article" @default.