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Boosted Statistical Relational Learners

Kristian Kersting , Tushar Khot , Sriraam Natarajan , Jude Shavlik

This SpringerBrief addresses the challenges of analyzing multi-relational and noisy data by proposing several Statistical Relational Learning (SRL) methods. These methods combine the expressiveness of first-order logic and the ability of probability theory to handle...