Evolving Stream Classification using Change Detection
Ahmad Mustafa, Ahsanul Haque, Latifur R. Khan, Michael Baron, Bhavani M. Thuraisingham · 2014
Classifying instances in evolving data stream is a challenging task because of its properties, e.g., infinite length, concept drift, and concept evolution. Most of the currently available approaches to classify stream data instances divide the stream data into fixed size chunks to fit the data in m