The behavior knowledge space fusion method

Abstract

In the pattern recognition literature, Huang and Suen introduced the ''multinomial'' rule for fusion of multiple classifiers under the name of Behavior Knowledge Space (BKS) method. This classifier fusion method can provide very good perfomances if large and representative data sets are available. Otherwise over fitting is likely to occur, and the generalization error quickly increases. [...].