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Jian Cheng, Marek J. Druzdzel. AIS-BN: An Adaptive Importance Sampling Algorithm for Evidential Reasoning in Large Bayesian Networks. J. Artif. Intell. Res. (JAIR), 13:155-188, 2000. [doi]
Abstract is missing.