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Ключевое слово bayesiannetworks [19 articles]

Recent papers classified by the tag bayesiannetworks.
  • Approximating probabilistic inference in Bayesian belief networks is NP-hard
    Artif. Intell., Vol. 60, No. 1. (March 1993), pp. 141-153.
    by Paul Dagum, Michael Luby
  • Loopy Belief Propagation for Approximate Inference: An Empirical Study
    pp. 467-475.
    by Kevin P Murphy, Yair Weiss, Michael I Jordan
    posted to bayesiannetworks beliefpropagation by lcigler on 2008-03-20 22:31:54 as *
  • notes Fusion, propagation, and structuring in belief networks
    Artif. Intell., Vol. 29, No. 3. (September 1986), pp. 241-288.
    by J Pearl
    posted to ai bayesiannetworks by lcigler on 2007-08-13 20:02:45 as * along with 3 people thienanh wasteland93 dcoates
  • Up and down mini-bucket: a scheme for approximating combinatorial optimization tasks
    (2001)
    by J Larrosa, K Kask, R Dechter
    posted to bayesiannetworks bucketelimination inference probability by lcigler on 2008-03-15 16:04:49 as *
  • notes Maximum Likelihood from Incomplete Data via the EM Algorithm
    Journal of the Royal Statistical Society
    by AP Dempster, NM Laird, DB Rubin
  • Cycle-cutset sampling for bayesian networks
    (2003)
    by B Bidyuk, R Dechter
    posted to bayesiannetworks constraints diplomka by lcigler on 2007-08-10 09:12:52 as **
  • Cycle-Cutset Sampling for Bayesian Networks
    Advances in Artificial Intelligence (2003), pp. 994-994.
    by Bozhena Bidyuk, Rina Dechter
    posted to bayesiannetworks constraints probability sampling by lcigler on 2008-01-27 10:58:23 as read
  • Approximate Bayesian Inference with the Weighted Likelihood Bootstrap
    by Michael A Newton, Adrian E Raftery
    posted to bayesiannetworks diplomka by lcigler on 2007-06-13 08:05:00 as *** along with 1 person ppeeling
  • notes Evidential reasoning using stochastic simulation of causal models
    Artif. Intell., Vol. 32, No. 2. (May 1987), pp. 245-257.
    by J Pearl
    posted to bayesiannetworks inference sampling by lcigler on 2007-09-01 16:12:52 as * along with 1 person bhaddow
  • Probabilistic reasoning in intelligent systems: networks of plausible inference
    (1988)
    by Judea Pearl
  • Local Computations with Probabilities on Graphical Structures and Their Application to Expert Systems
    Journal of the Royal Statistical Society. Series B (Methodological), Vol. 50, No. 2. (1988), pp. 157-224.
  • Probabilistic Reasoning in Intelligent Systems : Networks of Plausible Inference
    (01 September 1988)
    by Judea Pearl
  • Iterative join-graph propagation
    (2002)
    by R Dechter, R Mateescu, K Kask
    posted to bayesiannetworks inference by lcigler on 2007-08-10 09:22:05 as ** along with 1 person rsantana
  • Artificial Intelligence: A Modern Approach (2nd Edition)
    (20 December 2002)
    by Stuart J Russell, Peter Norvig
  • The computational complexity of probabilistic inference using bayesian belief networks
    Artificial Intelligence, Vol. 42, No. 2-3. (March 1990), pp. 393-405.
    by Gregory F Cooper
  • Inference in belief networks: A procedural guide
    International Journal of Approximate Reasoning, Vol. 15, No. 3. (1996), pp. 225-263.
    by C Huang, A Darwiche
    posted to bayesiannetworks inference probability by lcigler on 2008-02-09 19:57:24 as **
  • Generalized Belief Propagation
    (2000), pp. 689-695.
    by Jonathan S Yedidia, William T Freeman, Yair Weiss
  • Understanding belief propagation and its generalizations
    (2003), pp. 239-269.
    by Jonathan S Yedidia, William T Freeman, Yair Weiss
  • Theory Refinement of Bayesian Networks
    (1991)
    by WL Buntine
    posted to bayesiannetworks diplomka by lcigler on 2007-06-17 13:46:33 as ***
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