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Disambiguation of "Moral, Serafín"

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Estimating Conditional Probabilities by Mixtures of Low Order Conditional Distributions.

, , and . SUM, volume 10564 of Lecture Notes in Computer Science, page 107-118. Springer, (2017)

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Reinhard Moral

Robert Serafin

Josef Serafin

Michael Serafin

Serafin Roon

 

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MPE Computation in Bayesian Networks Using Mini-Bucket and Probability Trees Approximation., , , and . Int. J. Uncertain. Fuzziness Knowl. Based Syst., 28 (5): 785-805 (2020)A Bayesian stochastic search method for discovering Markov boundaries., and . Knowl. Based Syst., (2012)Imprecise Probability in Graphical Models: Achievements and Challenges.. ECSQARU, volume 3571 of Lecture Notes in Computer Science, page 1-2. Springer, (2005)Approximate Factorisation of Probability Trees., , , and . ECSQARU, volume 3571 of Lecture Notes in Computer Science, page 51-62. Springer, (2005)Partial abductive inference in Bayesian belief networks by simulated annealing., , and . Int. J. Approx. Reason., 27 (3): 263-283 (2001)Imprecise probability models for learning multinomial distributions from data. Applications to learning credal networks., and . Int. J. Approx. Reason., 55 (7): 1548-1569 (2014)Comments on "Statistical reasoning with set-valued information: Ontic vs. epistemic view" by Inés Couso and Didier Dubois.. Int. J. Approx. Reason., 55 (7): 1578-1579 (2014)A Monte Carlo algorithm for probabilistic propagation in belief networks based on importance sampling and stratified simulation techniques., , and . Int. J. Approx. Reason., 18 (1-2): 53-91 (1998)Learning recursive probability trees from probabilistic potentials., , , , and . Int. J. Approx. Reason., 53 (9): 1367-1387 (2012)A Monte Carlo Algorithm for Combining Dempster-Shafer Belief Based on Approximate Pre-computation., and . ESCQARU, volume 1638 of Lecture Notes in Computer Science, page 305-315. Springer, (1999)