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Special issue on PGM'04: Second European workshop on probabilistic graphical models 2004.

, , and . Int. J. Approx. Reason., 42 (1-2): 1-3 (2006)

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Analysis of Notions of Diagnosis.. Artif. Intell., 105 (1-2): 295-343 (1998)Explaining clinical decisions by extracting regularity patterns., , and . Decis. Support Syst., 44 (2): 397-408 (2008)A probabilistic framework for predicting disease dynamics: A case study of psychotic depression., , , and . J. Biomed. Informatics, (2019)Weighted Positive Binary Decision Diagrams for Exact Probabilistic Inference., and . CoRR, (2016)Toward Expert Knowledge Representation for Automatic Breast Cancer Detection., , , and . AIMSA, volume 5253 of Lecture Notes in Computer Science, page 333-344. Springer, (2008)Parameter Estimation in Large Causal Models., and . ECAI, page 1037-1038. IOS Press, (2004)Extracting Qualitative Knowledge from Medical Guidelines for Clinical Decision-Support Systems., and . KR4HC, volume 5943 of Lecture Notes in Computer Science, page 100-112. Springer, (2009)Employing Maximum Mutual Information for Bayesian Classification., and . ISBMDA, volume 3337 of Lecture Notes in Computer Science, page 188-199. Springer, (2004)Discretisation Does Affect the Performance of Bayesian Networks., , , and . SGAI Conf., page 237-250. Springer, (2010)Exploiting causal independence in large Bayesian networks., and . Knowl. Based Syst., 18 (4-5): 153-162 (2005)