Browsing Faculty of Design and Creative Technologies (Te Ara Auaha) by Author "Kithulgoda, CI"
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The incremental Fourier classifier: Leveraging the discrete Fourier transform for classifying high speed data streams
Kithulgoda, CI; Pears, R; Naeem, MA (Elsevier, 2018)Two major performance bottlenecks with decision tree based classifiers in a data stream environment are the depth of the tree and the update overhead of maintaining leaf node statistics on an instance-wise basis to ensure ...