Matches in SemOpenAlex for { <https://semopenalex.org/work/W3100608520> ?p ?o ?g. }
Showing items 1 to 87 of
87
with 100 items per page.
- W3100608520 endingPage "7023" @default.
- W3100608520 startingPage "7009" @default.
- W3100608520 abstract "In the data oriented world that we live in, many clustering algorithms exist but one that has been widely studied and used is K-means. K-means is a well-known clustering algorithm, however, it is not without its limitations. A few of its limitations have been identified, as well as ways to improve it so as to make it more efficient. The first problem identified is that the optimal K value must be known beforehand. If a bad value is selected, it will result in poor clustering. This is achieved by a method that uses density plots to determine the best K value. The next problem that is looked into, is ways to optimize the initial centroid selection process and thus improve efficiency of the algorithm as a whole. This is done by using an evolutionary algorithm called genetic algorithm. This enhanced version is then tested on benchmark clustering datasets and artificially generated datasets. Afterwards, it is applied to a dataset consisting of geographical coordinates of taxi pickup locations to identify hotspots." @default.
- W3100608520 created "2020-11-23" @default.
- W3100608520 creator A5007297264 @default.
- W3100608520 creator A5009185837 @default.
- W3100608520 creator A5027599862 @default.
- W3100608520 creator A5051637539 @default.
- W3100608520 creator A5054180965 @default.
- W3100608520 creator A5087601801 @default.
- W3100608520 date "2020-11-01" @default.
- W3100608520 modified "2023-09-27" @default.
- W3100608520 title "Improved K-means Using an Integration of Density based and Genetic Algorithm based Model" @default.
- W3100608520 hasPublicationYear "2020" @default.
- W3100608520 type Work @default.
- W3100608520 sameAs 3100608520 @default.
- W3100608520 citedByCount "0" @default.
- W3100608520 crossrefType "journal-article" @default.
- W3100608520 hasAuthorship W3100608520A5007297264 @default.
- W3100608520 hasAuthorship W3100608520A5009185837 @default.
- W3100608520 hasAuthorship W3100608520A5027599862 @default.
- W3100608520 hasAuthorship W3100608520A5051637539 @default.
- W3100608520 hasAuthorship W3100608520A5054180965 @default.
- W3100608520 hasAuthorship W3100608520A5087601801 @default.
- W3100608520 hasConcept C104047586 @default.
- W3100608520 hasConcept C111919701 @default.
- W3100608520 hasConcept C11413529 @default.
- W3100608520 hasConcept C119857082 @default.
- W3100608520 hasConcept C124101348 @default.
- W3100608520 hasConcept C13280743 @default.
- W3100608520 hasConcept C146599234 @default.
- W3100608520 hasConcept C154945302 @default.
- W3100608520 hasConcept C185798385 @default.
- W3100608520 hasConcept C205649164 @default.
- W3100608520 hasConcept C2776291640 @default.
- W3100608520 hasConcept C41008148 @default.
- W3100608520 hasConcept C73555534 @default.
- W3100608520 hasConcept C81917197 @default.
- W3100608520 hasConcept C8880873 @default.
- W3100608520 hasConcept C94641424 @default.
- W3100608520 hasConcept C98045186 @default.
- W3100608520 hasConceptScore W3100608520C104047586 @default.
- W3100608520 hasConceptScore W3100608520C111919701 @default.
- W3100608520 hasConceptScore W3100608520C11413529 @default.
- W3100608520 hasConceptScore W3100608520C119857082 @default.
- W3100608520 hasConceptScore W3100608520C124101348 @default.
- W3100608520 hasConceptScore W3100608520C13280743 @default.
- W3100608520 hasConceptScore W3100608520C146599234 @default.
- W3100608520 hasConceptScore W3100608520C154945302 @default.
- W3100608520 hasConceptScore W3100608520C185798385 @default.
- W3100608520 hasConceptScore W3100608520C205649164 @default.
- W3100608520 hasConceptScore W3100608520C2776291640 @default.
- W3100608520 hasConceptScore W3100608520C41008148 @default.
- W3100608520 hasConceptScore W3100608520C73555534 @default.
- W3100608520 hasConceptScore W3100608520C81917197 @default.
- W3100608520 hasConceptScore W3100608520C8880873 @default.
- W3100608520 hasConceptScore W3100608520C94641424 @default.
- W3100608520 hasConceptScore W3100608520C98045186 @default.
- W3100608520 hasIssue "6" @default.
- W3100608520 hasLocation W31006085201 @default.
- W3100608520 hasOpenAccess W3100608520 @default.
- W3100608520 hasPrimaryLocation W31006085201 @default.
- W3100608520 hasRelatedWork W2096506001 @default.
- W3100608520 hasRelatedWork W2104164734 @default.
- W3100608520 hasRelatedWork W2125734176 @default.
- W3100608520 hasRelatedWork W2143136946 @default.
- W3100608520 hasRelatedWork W2185249851 @default.
- W3100608520 hasRelatedWork W2244440977 @default.
- W3100608520 hasRelatedWork W2523404091 @default.
- W3100608520 hasRelatedWork W2541592552 @default.
- W3100608520 hasRelatedWork W2620899815 @default.
- W3100608520 hasRelatedWork W2766803820 @default.
- W3100608520 hasRelatedWork W2769190537 @default.
- W3100608520 hasRelatedWork W2771138579 @default.
- W3100608520 hasRelatedWork W2904920681 @default.
- W3100608520 hasRelatedWork W2912755319 @default.
- W3100608520 hasRelatedWork W2979792990 @default.
- W3100608520 hasRelatedWork W2981061657 @default.
- W3100608520 hasRelatedWork W3002946301 @default.
- W3100608520 hasRelatedWork W3088197499 @default.
- W3100608520 hasRelatedWork W3127507670 @default.
- W3100608520 hasRelatedWork W2181512455 @default.
- W3100608520 hasVolume "63" @default.
- W3100608520 isParatext "false" @default.
- W3100608520 isRetracted "false" @default.
- W3100608520 magId "3100608520" @default.
- W3100608520 workType "article" @default.