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Filtering by: Creator Yan, Kai-tuan Kelvin Remove constraint Creator: Yan, Kai-tuan Kelvin Rights Statement Copyright Not Evaluated Remove constraint Rights Statement: Copyright Not Evaluated Subject Bayesian statistical decision theory Remove constraint Subject: Bayesian statistical decision theory

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  • Representations and algorithms for efficient inference in Bayesian networks

    Creator:
    Takikawa, Masami
    Abstract:
    Bayesian networks are used for building intelligent agents that act under uncertainty. They are a compact representation of agents' probabilistic knowledge. A Bayesian network can be viewed as representing a factorization of a full joint probability distribution into the multiplication of a set of conditional probability distributions. Independence of causal...
    Resource Type:
    Dissertation
    Full Text:
    to answer two out of 422 possible zero-observation queries, for example. Zhang and Yan [1997