A Staged Approach to Classification in High Speed Concept Drifting Data Streams

Data stream classification task needs to address challenges of enormous volume, continuous rapid flow, and concept drift of data in the presence of limited computer resources. A successful classifier is expected to result in higher accuracy and throughput under constrained memory conditions. This th...

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Bibliographic Details
Main Author: Kithulgoda, Chamari Indunil (Author)
Other Authors: Pears, Russel (Contributor), Naeem, Asif (Contributor)
Format: Others
Published: Auckland University of Technology, 2019-05-14T22:24:24Z.
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