Matches in SemOpenAlex for { <https://semopenalex.org/work/W3120673757> ?p ?o ?g. }
Showing items 1 to 78 of
78
with 100 items per page.
- W3120673757 abstract "Assigning proper weights to attributes in some datasets according to their importances can significantly improve the classification accuracy. Weighted attributes can support the classification methods effectively if their weights truly represent by their importances. In this research, we improve the K - Nearest Neighbors (KNN) algorithm by using Pearson correlation coefficient along with Particle Swarm Optimization (PSO) to find the optimal set of weights for attributes in the dataset. The experimental results show that the proposed method can significantly improve the classification accuracy when compared to the traditional KNN algorithm." @default.
- W3120673757 created "2021-01-18" @default.
- W3120673757 creator A5024060403 @default.
- W3120673757 creator A5038973502 @default.
- W3120673757 date "2020-10-21" @default.
- W3120673757 modified "2023-09-26" @default.
- W3120673757 title "Improving KNN Algorithm Based on Weighted Attributes by Pearson Correlation Coefficient and PSO Fine Tuning" @default.
- W3120673757 cites W1651774105 @default.
- W3120673757 cites W1968005657 @default.
- W3120673757 cites W1994832633 @default.
- W3120673757 cites W2065115054 @default.
- W3120673757 cites W2071512114 @default.
- W3120673757 cites W2130695501 @default.
- W3120673757 cites W2152195021 @default.
- W3120673757 cites W2323888248 @default.
- W3120673757 cites W2564900114 @default.
- W3120673757 cites W2761568672 @default.
- W3120673757 cites W2798381092 @default.
- W3120673757 cites W2888131852 @default.
- W3120673757 cites W2908926274 @default.
- W3120673757 doi "https://doi.org/10.1109/incit50588.2020.9310938" @default.
- W3120673757 hasPublicationYear "2020" @default.
- W3120673757 type Work @default.
- W3120673757 sameAs 3120673757 @default.
- W3120673757 citedByCount "3" @default.
- W3120673757 countsByYear W31206737572023 @default.
- W3120673757 crossrefType "proceedings-article" @default.
- W3120673757 hasAuthorship W3120673757A5024060403 @default.
- W3120673757 hasAuthorship W3120673757A5038973502 @default.
- W3120673757 hasConcept C105795698 @default.
- W3120673757 hasConcept C113238511 @default.
- W3120673757 hasConcept C11413529 @default.
- W3120673757 hasConcept C117220453 @default.
- W3120673757 hasConcept C119857082 @default.
- W3120673757 hasConcept C124101348 @default.
- W3120673757 hasConcept C153180895 @default.
- W3120673757 hasConcept C154945302 @default.
- W3120673757 hasConcept C177264268 @default.
- W3120673757 hasConcept C199360897 @default.
- W3120673757 hasConcept C2524010 @default.
- W3120673757 hasConcept C2780092901 @default.
- W3120673757 hasConcept C33923547 @default.
- W3120673757 hasConcept C41008148 @default.
- W3120673757 hasConcept C55078378 @default.
- W3120673757 hasConcept C85617194 @default.
- W3120673757 hasConceptScore W3120673757C105795698 @default.
- W3120673757 hasConceptScore W3120673757C113238511 @default.
- W3120673757 hasConceptScore W3120673757C11413529 @default.
- W3120673757 hasConceptScore W3120673757C117220453 @default.
- W3120673757 hasConceptScore W3120673757C119857082 @default.
- W3120673757 hasConceptScore W3120673757C124101348 @default.
- W3120673757 hasConceptScore W3120673757C153180895 @default.
- W3120673757 hasConceptScore W3120673757C154945302 @default.
- W3120673757 hasConceptScore W3120673757C177264268 @default.
- W3120673757 hasConceptScore W3120673757C199360897 @default.
- W3120673757 hasConceptScore W3120673757C2524010 @default.
- W3120673757 hasConceptScore W3120673757C2780092901 @default.
- W3120673757 hasConceptScore W3120673757C33923547 @default.
- W3120673757 hasConceptScore W3120673757C41008148 @default.
- W3120673757 hasConceptScore W3120673757C55078378 @default.
- W3120673757 hasConceptScore W3120673757C85617194 @default.
- W3120673757 hasLocation W31206737571 @default.
- W3120673757 hasOpenAccess W3120673757 @default.
- W3120673757 hasPrimaryLocation W31206737571 @default.
- W3120673757 hasRelatedWork W135885129 @default.
- W3120673757 hasRelatedWork W2376162334 @default.
- W3120673757 hasRelatedWork W2745662273 @default.
- W3120673757 hasRelatedWork W2892823647 @default.
- W3120673757 hasRelatedWork W3013810674 @default.
- W3120673757 hasRelatedWork W3109425891 @default.
- W3120673757 hasRelatedWork W3120673757 @default.
- W3120673757 hasRelatedWork W3173519893 @default.
- W3120673757 hasRelatedWork W4200439127 @default.
- W3120673757 hasRelatedWork W4206968802 @default.
- W3120673757 isParatext "false" @default.
- W3120673757 isRetracted "false" @default.
- W3120673757 magId "3120673757" @default.
- W3120673757 workType "article" @default.