Active clustering data streams with affinity propagation

Active clustering data streams with affinity propagation

Most existing applications have a large number of evolving data streams. Clustering data streams is still a critical problem for these applications as the data are evolving and changes over time. Most existing algorithms are unsupervised learning in which background information is useless. This pape...

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Bibliographic Details
Main Authors: Sameh Abdulah, Ph.D., Walid Atwa, Ph.D., Ahmed M. Abdelmoniem, Ph.D.
Format: Article
Language:English
Published: Elsevier 2022-06-01
Series:ICT Express
Subjects:
Affinity propagation
Streaming data
Labeled data
Online Access:http://www.sciencedirect.com/science/article/pii/S2405959521001077

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