Efficient and scalable exact inference algorithms for Bayesian networks
With the proliferation of data, and the increased use of Bayesian networks as a statistical modelling technique, the expectations and demands on Bayesian networks have increased substantially. In this text we explore novel techniques for performing exact inference with Bayesian networks, in an effic...
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Imperial College London
2012
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| Online Access: | http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.560662 |