Continual Learning Approach for Continuous Data Stream Analysis in Dynamic Environments

Continual Learning Approach for Continuous Data Stream Analysis in Dynamic Environments

Continuous data stream analysis primarily focuses on the unanticipated changes in the transmission of data distribution over time. <i>Conceptual change</i> is defined as the signal distribution changes over the transmission of continuous data streams. A drift detection scenario is set fo...

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Bibliographic Details
Main Authors: K. Prasanna, Mudassir Khan, Saeed M. Alshahrani, Ajmeera Kiran, P. Phanindra Kumar Reddy, Mofadal Alymani, J. Chinna Babu
Format: Article
Language:English
Published: MDPI AG 2023-07-01
Series:Applied Sciences
Subjects:
continual learning
fully connected committee machine (FCM)
conceptual drift
data streams
dynamic environments
Online Access:https://www.mdpi.com/2076-3417/13/14/8004

Internet

https://www.mdpi.com/2076-3417/13/14/8004

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