Matches in SemOpenAlex for { <https://semopenalex.org/work/W4323894705> ?p ?o ?g. }
Showing items 1 to 79 of
79
with 100 items per page.
- W4323894705 abstract "The state of rainfall can be identified by using several other climate data. This paper identifies rainfall patterns using other climate data such as temperature, humidity, and sunshine duration. Clusters using K- Means and Agglomerative Hierarchical Clustering (AHC) provide the range of rainfall into three clusters. The purpose of this paper is to analyze the rainfall through the other climate data using different clustering methods. Besides that, it also evaluates the influence of different variables that take effect on rainfall cluster division. This paper evaluates the performance of clustering algorithms using metrics such as silhouette score, Calinski Harabasz score, and Davies Bouldin Score. Silhouette score correlation between rainfall (RR) and duration of sunshine (SS) has the highest score 0.5258 using AHC. Silhouette score correlation between Rainfall (RR) and Average Temperature (Tavg) has the highest 0.5198 using AHC. Finally, the silhouette score correlation between Rainfall (RR) and Average Humidity (RHavg) has the highest score of 0.44 using K-Means." @default.
- W4323894705 created "2023-03-12" @default.
- W4323894705 creator A5076389857 @default.
- W4323894705 creator A5082011406 @default.
- W4323894705 creator A5036576938 @default.
- W4323894705 date "2022-12-13" @default.
- W4323894705 modified "2023-10-01" @default.
- W4323894705 title "The Performance Evaluation of K-Means and Agglomerative Hierarchical Clustering for Rainfall Patterns and Modelling" @default.
- W4323894705 cites W2022437118 @default.
- W4323894705 cites W2051224630 @default.
- W4323894705 cites W2085487226 @default.
- W4323894705 cites W2209196564 @default.
- W4323894705 cites W2528237000 @default.
- W4323894705 cites W2607902515 @default.
- W4323894705 cites W2773653045 @default.
- W4323894705 cites W2894330548 @default.
- W4323894705 cites W3011208394 @default.
- W4323894705 cites W3017495261 @default.
- W4323894705 cites W3100377656 @default.
- W4323894705 cites W3106090541 @default.
- W4323894705 cites W3110435694 @default.
- W4323894705 cites W3120493664 @default.
- W4323894705 cites W3162991700 @default.
- W4323894705 doi "https://doi.org/10.1109/icitisee57756.2022.10057729" @default.
- W4323894705 hasPublicationYear "2022" @default.
- W4323894705 type Work @default.
- W4323894705 citedByCount "0" @default.
- W4323894705 crossrefType "proceedings-article" @default.
- W4323894705 hasAuthorship W4323894705A5036576938 @default.
- W4323894705 hasAuthorship W4323894705A5076389857 @default.
- W4323894705 hasAuthorship W4323894705A5082011406 @default.
- W4323894705 hasConcept C105795698 @default.
- W4323894705 hasConcept C117220453 @default.
- W4323894705 hasConcept C153294291 @default.
- W4323894705 hasConcept C154945302 @default.
- W4323894705 hasConcept C158960510 @default.
- W4323894705 hasConcept C164866538 @default.
- W4323894705 hasConcept C197529216 @default.
- W4323894705 hasConcept C199360897 @default.
- W4323894705 hasConcept C205649164 @default.
- W4323894705 hasConcept C2524010 @default.
- W4323894705 hasConcept C33923547 @default.
- W4323894705 hasConcept C39432304 @default.
- W4323894705 hasConcept C41008148 @default.
- W4323894705 hasConcept C58103923 @default.
- W4323894705 hasConcept C73555534 @default.
- W4323894705 hasConcept C92835128 @default.
- W4323894705 hasConceptScore W4323894705C105795698 @default.
- W4323894705 hasConceptScore W4323894705C117220453 @default.
- W4323894705 hasConceptScore W4323894705C153294291 @default.
- W4323894705 hasConceptScore W4323894705C154945302 @default.
- W4323894705 hasConceptScore W4323894705C158960510 @default.
- W4323894705 hasConceptScore W4323894705C164866538 @default.
- W4323894705 hasConceptScore W4323894705C197529216 @default.
- W4323894705 hasConceptScore W4323894705C199360897 @default.
- W4323894705 hasConceptScore W4323894705C205649164 @default.
- W4323894705 hasConceptScore W4323894705C2524010 @default.
- W4323894705 hasConceptScore W4323894705C33923547 @default.
- W4323894705 hasConceptScore W4323894705C39432304 @default.
- W4323894705 hasConceptScore W4323894705C41008148 @default.
- W4323894705 hasConceptScore W4323894705C58103923 @default.
- W4323894705 hasConceptScore W4323894705C73555534 @default.
- W4323894705 hasConceptScore W4323894705C92835128 @default.
- W4323894705 hasLocation W43238947051 @default.
- W4323894705 hasOpenAccess W4323894705 @default.
- W4323894705 hasPrimaryLocation W43238947051 @default.
- W4323894705 hasRelatedWork W1876886416 @default.
- W4323894705 hasRelatedWork W2077759297 @default.
- W4323894705 hasRelatedWork W2376214130 @default.
- W4323894705 hasRelatedWork W2783055866 @default.
- W4323894705 hasRelatedWork W2798403109 @default.
- W4323894705 hasRelatedWork W2976247231 @default.
- W4323894705 hasRelatedWork W2979960752 @default.
- W4323894705 hasRelatedWork W4205823816 @default.
- W4323894705 hasRelatedWork W4312922003 @default.
- W4323894705 hasRelatedWork W4361769390 @default.
- W4323894705 isParatext "false" @default.
- W4323894705 isRetracted "false" @default.
- W4323894705 workType "article" @default.