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1. Logical-Statistical models and parameter learning in the

Course on Artificial Intelligence and Intelligent Systems Logical Statistical models and parameter learning in the PRISM system Henning Christiansen Roskilde University Computer Science Dept 2008 Version 29 sep 2008 Contents 1 Introduction 2 Basic PRISM concepts 3 More on using PRISM illustrated by a Bayesian Network 3 1 Defining a Bayesian network in PRISM 00 3 2 Estimating probabilities for hidden random variables 3 3
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