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Dynamic Clustering Scheme for Evolving Data Streams Based on Improved STRAP

A key problem within data mining is clustering of data streams. Most existing algorithms for data stream clustering are based on quite restrictive models for the cluster dynamics. In an attempt to overcome the limitations of existing methods, we propose a novel data stream clustering method, which w...

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Detalles Bibliográficos
Principais autores: Jinping Sui, Zhen Liu, Alexander Jung, Li Liu, Xiang Li
Formato: Artigo
Idioma:Inglês
Publicado: IEEE 2018-01-01
Series:IEEE Access
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Acceso en liña:https://ieeexplore.ieee.org/document/8432413/
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