Matches in SemOpenAlex for { <https://semopenalex.org/work/W2965794323> ?p ?o ?g. }
- W2965794323 endingPage "2231" @default.
- W2965794323 startingPage "2222" @default.
- W2965794323 abstract "In this article, a new dynamic merging approach for incrementally evolving clustering is presented. This means that the cluster partitions are incrementally learned on-line from streams of data. The criterion of merging is based on the comparison between the sum of volumes of two clusters that fulfill the criteria of a minimal number of samples in the cluster and the expected volume of the newly generated merged cluster. The newly generated merged cluster is conducted by using the weighted averaging of cluster centers and the calculation of the joint covariance matrix from the covariance matrices of the clusters. It has been shown that the proposed new evolving algorithm eGAUSS+ together with the new merging concept is very easy to implement, can work on higher-dimensional data sets, can perform all necessary computation on-line, and can produce reliable clusters." @default.
- W2965794323 created "2019-08-13" @default.
- W2965794323 creator A5040998302 @default.
- W2965794323 date "2020-09-01" @default.
- W2965794323 modified "2023-10-16" @default.
- W2965794323 title "Cluster-Volume-Based Merging Approach for Incrementally Evolving Fuzzy Gaussian Clustering—eGAUSS+" @default.
- W2965794323 cites W1501364645 @default.
- W2965794323 cites W1529021355 @default.
- W2965794323 cites W1563957082 @default.
- W2965794323 cites W1853840354 @default.
- W2965794323 cites W1965456679 @default.
- W2965794323 cites W1969790930 @default.
- W2965794323 cites W1991537044 @default.
- W2965794323 cites W1996747841 @default.
- W2965794323 cites W1999727996 @default.
- W2965794323 cites W2003516238 @default.
- W2965794323 cites W2013845289 @default.
- W2965794323 cites W2036121527 @default.
- W2965794323 cites W2045544997 @default.
- W2965794323 cites W2048144284 @default.
- W2965794323 cites W2056552633 @default.
- W2965794323 cites W2057974719 @default.
- W2965794323 cites W2058063871 @default.
- W2965794323 cites W2060685971 @default.
- W2965794323 cites W2076665520 @default.
- W2965794323 cites W2085992176 @default.
- W2965794323 cites W2092682490 @default.
- W2965794323 cites W2094631910 @default.
- W2965794323 cites W2097980832 @default.
- W2965794323 cites W2102201073 @default.
- W2965794323 cites W2109337768 @default.
- W2965794323 cites W2118211060 @default.
- W2965794323 cites W2119030625 @default.
- W2965794323 cites W2120688485 @default.
- W2965794323 cites W2144276202 @default.
- W2965794323 cites W2151849698 @default.
- W2965794323 cites W2152161790 @default.
- W2965794323 cites W2154579705 @default.
- W2965794323 cites W2156601771 @default.
- W2965794323 cites W2167428023 @default.
- W2965794323 cites W2171253128 @default.
- W2965794323 cites W2240066130 @default.
- W2965794323 cites W2494206139 @default.
- W2965794323 cites W2756444473 @default.
- W2965794323 cites W2769239713 @default.
- W2965794323 cites W2901492398 @default.
- W2965794323 cites W2929291387 @default.
- W2965794323 cites W3081877640 @default.
- W2965794323 cites W43637044 @default.
- W2965794323 doi "https://doi.org/10.1109/tfuzz.2019.2931874" @default.
- W2965794323 hasPublicationYear "2020" @default.
- W2965794323 type Work @default.
- W2965794323 sameAs 2965794323 @default.
- W2965794323 citedByCount "22" @default.
- W2965794323 countsByYear W29657943232020 @default.
- W2965794323 countsByYear W29657943232021 @default.
- W2965794323 countsByYear W29657943232022 @default.
- W2965794323 countsByYear W29657943232023 @default.
- W2965794323 crossrefType "journal-article" @default.
- W2965794323 hasAuthorship W2965794323A5040998302 @default.
- W2965794323 hasConcept C105795698 @default.
- W2965794323 hasConcept C11413529 @default.
- W2965794323 hasConcept C115328559 @default.
- W2965794323 hasConcept C121332964 @default.
- W2965794323 hasConcept C124101348 @default.
- W2965794323 hasConcept C149872217 @default.
- W2965794323 hasConcept C154945302 @default.
- W2965794323 hasConcept C163716315 @default.
- W2965794323 hasConcept C164866538 @default.
- W2965794323 hasConcept C17212007 @default.
- W2965794323 hasConcept C178650346 @default.
- W2965794323 hasConcept C185142706 @default.
- W2965794323 hasConcept C199360897 @default.
- W2965794323 hasConcept C33704608 @default.
- W2965794323 hasConcept C33923547 @default.
- W2965794323 hasConcept C41008148 @default.
- W2965794323 hasConcept C45374587 @default.
- W2965794323 hasConcept C62520636 @default.
- W2965794323 hasConcept C73555534 @default.
- W2965794323 hasConceptScore W2965794323C105795698 @default.
- W2965794323 hasConceptScore W2965794323C11413529 @default.
- W2965794323 hasConceptScore W2965794323C115328559 @default.
- W2965794323 hasConceptScore W2965794323C121332964 @default.
- W2965794323 hasConceptScore W2965794323C124101348 @default.
- W2965794323 hasConceptScore W2965794323C149872217 @default.
- W2965794323 hasConceptScore W2965794323C154945302 @default.
- W2965794323 hasConceptScore W2965794323C163716315 @default.
- W2965794323 hasConceptScore W2965794323C164866538 @default.
- W2965794323 hasConceptScore W2965794323C17212007 @default.
- W2965794323 hasConceptScore W2965794323C178650346 @default.
- W2965794323 hasConceptScore W2965794323C185142706 @default.
- W2965794323 hasConceptScore W2965794323C199360897 @default.
- W2965794323 hasConceptScore W2965794323C33704608 @default.
- W2965794323 hasConceptScore W2965794323C33923547 @default.
- W2965794323 hasConceptScore W2965794323C41008148 @default.
- W2965794323 hasConceptScore W2965794323C45374587 @default.
- W2965794323 hasConceptScore W2965794323C62520636 @default.
- W2965794323 hasConceptScore W2965794323C73555534 @default.