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Integrating Novel Class Detection with Classification for Concept-Drifting Data Streams

Published on Oct 20, 20093239 Views

In a typical data stream classification task, it is assumed that the total number of classes are fixed. This assumption may not be valid in a real streaming environment, where new classes may evolve.