Parsimonious random vector functional link network for data streams

The majority of the existing work on random vector functional link networks (RVFLNs) is not scalable for data stream analytics because they work under a batch learning scenario and lack a self-organizing property. A novel RVLFN, namely the parsimonious random vector functional link network (pRVFLN),...

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Bibliographic Details
Main Authors: Pratama, Mahardhika, Angelov, Plamen P., Lughofer, Edwin, Er, Meng Joo
Other Authors: School of Computer Science and Engineering
Format: Journal Article
Language:English
Published: 2018
Subjects:
Online Access:https://hdl.handle.net/10356/89370
http://hdl.handle.net/10220/44904