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Qualitative Propagation and Scenario-based Explanation of Probabilistic Reasoning


Mar 27, 2013
Max Henrion, Marek J. Druzdzel

* Appears in Proceedings of the Sixth Conference on Uncertainty in Artificial Intelligence (UAI1990) 

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Intercausal Reasoning with Uninstantiated Ancestor Nodes


Mar 06, 2013
Marek J. Druzdzel, Max Henrion

* Appears in Proceedings of the Ninth Conference on Uncertainty in Artificial Intelligence (UAI1993) 

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Causality in Bayesian Belief Networks


Mar 06, 2013
Marek J. Druzdzel, Herbert A. Simon

* Appears in Proceedings of the Ninth Conference on Uncertainty in Artificial Intelligence (UAI1993) 

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Some Properties of Joint Probability Distributions


Feb 27, 2013
Marek J. Druzdzel

* Appears in Proceedings of the Tenth Conference on Uncertainty in Artificial Intelligence (UAI1994) 

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Elicitation of Probabilities for Belief Networks: Combining Qualitative and Quantitative Information


Feb 20, 2013
Marek J. Druzdzel, Linda C. van der Gaag

* Appears in Proceedings of the Eleventh Conference on Uncertainty in Artificial Intelligence (UAI1995) 

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Computational Advantages of Relevance Reasoning in Bayesian Belief Networks


Feb 06, 2013
Yan Lin, Marek J. Druzdzel

* Appears in Proceedings of the Thirteenth Conference on Uncertainty in Artificial Intelligence (UAI1997) 

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A Hybrid Anytime Algorithm for the Constructiion of Causal Models From Sparse Data


Jan 23, 2013
Denver Dash, Marek J. Druzdzel

* Appears in Proceedings of the Fifteenth Conference on Uncertainty in Artificial Intelligence (UAI1999) 

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User Interface Tools for Navigation in Conditional Probability Tables and Elicitation of Probabilities in Bayesian Networks


Jan 18, 2013
Haiqin Wang, Marek J. Druzdzel

* Appears in Proceedings of the Sixteenth Conference on Uncertainty in Artificial Intelligence (UAI2000) 

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Causal Mechanism-based Model Construction


Jan 16, 2013
Tsai-Ching Lu, Marek J. Druzdzel, Tze-Yun Leong

* Appears in Proceedings of the Sixteenth Conference on Uncertainty in Artificial Intelligence (UAI2000) 

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Computational Investigation of Low-Discrepancy Sequences in Simulation Algorithms for Bayesian Networks


Jan 16, 2013
Jian Cheng, Marek J. Druzdzel

* Appears in Proceedings of the Sixteenth Conference on Uncertainty in Artificial Intelligence (UAI2000) 

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Confidence Inference in Bayesian Networks


Jan 10, 2013
Jian Cheng, Marek J. Druzdzel

* Appears in Proceedings of the Seventeenth Conference on Uncertainty in Artificial Intelligence (UAI2001) 

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An Importance Sampling Algorithm Based on Evidence Pre-propagation


Oct 19, 2012
Changhe Yuan, Marek J. Druzdzel

* Appears in Proceedings of the Nineteenth Conference on Uncertainty in Artificial Intelligence (UAI2003) 

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A Robust Independence Test for Constraint-Based Learning of Causal Structure


Oct 19, 2012
Denver Dash, Marek J. Druzdzel

* Appears in Proceedings of the Nineteenth Conference on Uncertainty in Artificial Intelligence (UAI2003) 

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Annealed MAP


Jul 11, 2012
Changhe Yuan, Tsai-Ching Lu, Marek J. Druzdzel

* Appears in Proceedings of the Twentieth Conference on Uncertainty in Artificial Intelligence (UAI2004) 

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Importance Sampling in Bayesian Networks: An Influence-Based Approximation Strategy for Importance Functions


Jul 04, 2012
Changhe Yuan, Marek J. Druzdzel

* Appears in Proceedings of the Twenty-First Conference on Uncertainty in Artificial Intelligence (UAI2005) 

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Learning Why Things Change: The Difference-Based Causality Learner


Mar 15, 2012
Mark Voortman, Denver Dash, Marek J. Druzdzel

* Appears in Proceedings of the Twenty-Sixth Conference on Uncertainty in Artificial Intelligence (UAI2010) 

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