Hybrid lion and exponential PSO-based metaheuristic clustering approach for efficient dynamic data stream management

In dynamic data stream environment, the problem related to the exploration of big data within the real time scenario cannot be addressed through the tracking of each individual historic data even though it is highly memory expensive. Thus, a data stream clustering method is essential for exploring a...

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Bibliographic Details
Published in:	Scientific reports Vol. 15; no. 1; pp. 22343 - 30
Main Authors:	Ananthi, M., Valarmathi, K., Ramathilagam, A., Praveen, R.
Format:	Journal Article
Language:	English
Published:	London Nature Publishing Group UK 01.07.2025 Nature Portfolio
Subjects:	639/705/117 639/705/258 Clustering Concept drift Concept evolution Dynamic data stream management Exponential particle swarm optimization Humanities and Social Sciences Lion optimization algorithm multidisciplinary Science Science (multidisciplinary) Concept evolution Exponential particle swarm optimization Lion optimization algorithm Clustering Concept drift Dynamic data stream management
ISSN:	2045-2322, 2045-2322
Online Access:	Get full text
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