Author:Dabrowski, James M; De Villiers, Johan PDate:May 2015A generative model for modelling maritime vessel behaviour is proposed. The model is a novel variant of the dynamic Bayesian network (DBN). The proposed DBN is in the form of a switching linear dynamic system (SLDS) that has been extended ...Read more
Author:Dabrowski, JJ; De Villiers, Johan PDate:Nov 2015A unified Bayesian model that simultaneously performs behavioural modelling, information fusion and classification is presented. The model is expressed in the form of a dynamic Bayesian network (DBN). Behavioural modelling is performed by ...Read more
Author:Dabrowski, JJ; De Villiers, JPDate:Nov 2015A unified Bayesian model that simultaneously performs behavioural modelling, information fusion and classification is presented. The model is expressed in the form of a dynamic Bayesian network (DBN). Behavioural modelling is performed by ...Read more