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Browsing by Subject "Dynamic Bayesian network"

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Maritime piracy situation modelling with dynamic Bayesian networks

Author: Dabrowski, James M ; De Villiers, Johan P Date: May 2015 A 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
A unified model for context-based behavioural modelling and classification

Author: Dabrowski, JJ ; De Villiers, Johan P Date: Nov 2015 A 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
A unified model for context-based behavioural modelling and classification.

Author: Dabrowski, JJ ; De Villiers, JP Date: Nov 2015 A 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

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Browsing by Subject "Dynamic Bayesian network"

Browsing by Subject "Dynamic Bayesian network"

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