Using multiple windows to track concept drift
Mihai Lazarescu, Svetha Venkatesh, Hung Bui · Intelligent Data Analysis · 2004
In this paper we present a multiple window incremental learning algorithm that distinguishes between virtual concept drift and real concept drift. The algorithm is unsupervised and uses a novel approach to tracking concept drift that involves the use