Adaptive Bayesian network classifiers
Gladys Castillo, João Manuel Portela da Gama · Intelligent Data Analysis · 2009
This paper is concerned with adaptive learning algorithms for Bayesian network classifiers in a prequential (on-line) learning scenario. In this scenario, new data is available over time. An efficient supervised learning algorithm must be able to imp