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Gao+Xiang

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  • Learning Belief Networks in Pseudo-independent Domains 1996
  • A pseudo-independent (PI) model is a probabilistic domain model (PDM) where proper subsets of a set of collectively dependent variables display marginal independence. It has been shown that several co...
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  • Towards More Efficient Inference in Dynamic Bayesian Networks 1996
  • The constrained node elimination (CNE) method is a method explicitly designed for exact inference in dynamic Bayesian networks (DBNs). It is sufficiently effective for applications where the dynamic d...
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  • Defending against the Propagation of Active Worms
  • Abstract Recently, active worms such as the Code Red worm of 2001 and the Slammer worm of 2003, both of which adopted the uniform scanning approach, have caused significant financial loss due to thei...
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