Integrating Novel Class Detection with Classification for Concept-Drifting Data Streams
Published on Oct 20, 20093238 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.